BibTeX records: Zbigniew W. Ras

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@article{DBLP:journals/apin/DuanR23,
  author       = {Yuehua Duan and
                  Zbigniew W. Ras},
  title        = {Developing customer attrition management system: discovering action
                  rules for making recommendations to retain customers},
  journal      = {Appl. Intell.},
  volume       = {53},
  number       = {9},
  pages        = {10485--10499},
  year         = {2023},
  url          = {https://doi.org/10.1007/s10489-022-03614-0},
  doi          = {10.1007/S10489-022-03614-0},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/DuanR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdcc/DobbsNCR23,
  author       = {Todd Dobbs and
                  Abdullah al{-}Raihan Nayeem and
                  Isaac Cho and
                  Zbigniew W. Ras},
  title        = {Contemporary Art Authentication with Large-Scale Classification},
  journal      = {Big Data Cogn. Comput.},
  volume       = {7},
  number       = {4},
  pages        = {162},
  year         = {2023},
  url          = {https://doi.org/10.3390/bdcc7040162},
  doi          = {10.3390/BDCC7040162},
  timestamp    = {Sat, 13 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bdcc/DobbsNCR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022-w1,
  editor       = {Irena Koprinska and
                  Paolo Mignone and
                  Riccardo Guidotti and
                  Szymon Jaroszewicz and
                  Holger Fr{\"{o}}ning and
                  Francesco Gullo and
                  Pedro M. Ferreira and
                  Damian Roqueiro and
                  Gaia Ceddia and
                  Slawomir Nowaczyk and
                  Jo{\~{a}}o Gama and
                  Rita P. Ribeiro and
                  Ricard Gavald{\`{a}} and
                  Elio Masciari and
                  Zbigniew W. Ras and
                  Ettore Ritacco and
                  Francesca Naretto and
                  Andreas Theissler and
                  Przemyslaw Biecek and
                  Wouter Verbeke and
                  Gregor Schiele and
                  Franz Pernkopf and
                  Michaela Blott and
                  Ilaria Bordino and
                  Ivan Luciano Danesi and
                  Giovanni Ponti and
                  Lorenzo Severini and
                  Annalisa Appice and
                  Giuseppina Andresini and
                  Ib{\'{e}}ria Medeiros and
                  Guilherme Gra{\c{c}}a and
                  Lee A. D. Cooper and
                  Naghmeh Ghazaleh and
                  Jonas Richiardi and
                  Diego Saldana Miranda and
                  Konstantinos Sechidis and
                  Arif Canakoglu and
                  Sara Pid{\`{o}} and
                  Pietro Pinoli and
                  Albert Bifet and
                  Sepideh Pashami},
  title        = {Machine Learning and Principles and Practice of Knowledge Discovery
                  in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
                  France, September 19-23, 2022, Proceedings, Part {I}},
  series       = {Communications in Computer and Information Science},
  volume       = {1752},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-23618-1},
  doi          = {10.1007/978-3-031-23618-1},
  isbn         = {978-3-031-23617-4},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/2022-w1.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022-w2,
  editor       = {Irena Koprinska and
                  Paolo Mignone and
                  Riccardo Guidotti and
                  Szymon Jaroszewicz and
                  Holger Fr{\"{o}}ning and
                  Francesco Gullo and
                  Pedro M. Ferreira and
                  Damian Roqueiro and
                  Gaia Ceddia and
                  Slawomir Nowaczyk and
                  Jo{\~{a}}o Gama and
                  Rita P. Ribeiro and
                  Ricard Gavald{\`{a}} and
                  Elio Masciari and
                  Zbigniew W. Ras and
                  Ettore Ritacco and
                  Francesca Naretto and
                  Andreas Theissler and
                  Przemyslaw Biecek and
                  Wouter Verbeke and
                  Gregor Schiele and
                  Franz Pernkopf and
                  Michaela Blott and
                  Ilaria Bordino and
                  Ivan Luciano Danesi and
                  Giovanni Ponti and
                  Lorenzo Severini and
                  Annalisa Appice and
                  Giuseppina Andresini and
                  Ib{\'{e}}ria Medeiros and
                  Guilherme Gra{\c{c}}a and
                  Lee A. D. Cooper and
                  Naghmeh Ghazaleh and
                  Jonas Richiardi and
                  Diego Saldana Miranda and
                  Konstantinos Sechidis and
                  Arif Canakoglu and
                  Sara Pid{\`{o}} and
                  Pietro Pinoli and
                  Albert Bifet and
                  Sepideh Pashami},
  title        = {Machine Learning and Principles and Practice of Knowledge Discovery
                  in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
                  France, September 19-23, 2022, Proceedings, Part {II}},
  series       = {Communications in Computer and Information Science},
  volume       = {1753},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-23633-4},
  doi          = {10.1007/978-3-031-23633-4},
  isbn         = {978-3-031-23632-7},
  timestamp    = {Fri, 17 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2022-w2.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ais/DobbsBR22,
  author       = {Todd Dobbs and
                  Aileen Benedict and
                  Zbigniew W. Ras},
  title        = {Jumping into the artistic deep end: building the catalogue raisonn{\'{e}}},
  journal      = {{AI} Soc.},
  volume       = {37},
  number       = {3},
  pages        = {873--889},
  year         = {2022},
  url          = {https://doi.org/10.1007/s00146-021-01370-2},
  doi          = {10.1007/S00146-021-01370-2},
  timestamp    = {Thu, 25 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ais/DobbsBR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/DobbsR22,
  author       = {Todd Dobbs and
                  Zbigniew W. Ras},
  title        = {On art authentication and the Rijksmuseum challenge: {A} residual
                  neural network approach},
  journal      = {Expert Syst. Appl.},
  volume       = {200},
  pages        = {116933},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.eswa.2022.116933},
  doi          = {10.1016/J.ESWA.2022.116933},
  timestamp    = {Wed, 18 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/DobbsR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fini/TarnowskaRJ22,
  author       = {Katarzyna A. Tarnowska and
                  Zbigniew W. Ras and
                  Pawel J. Jastreboff},
  title        = {A data-driven approach to clinical decision support in tinnitus retraining
                  therapy},
  journal      = {Frontiers Neuroinformatics},
  volume       = {16},
  year         = {2022},
  url          = {https://doi.org/10.3389/fninf.2022.934433},
  doi          = {10.3389/FNINF.2022.934433},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fini/TarnowskaRJ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmmm/DuanR22,
  author       = {Yuehua Duan and
                  Zbigniew W. Ras},
  title        = {Recommendation system for improving churn rate based on action rules
                  and sentiment mining},
  journal      = {Int. J. Data Min. Model. Manag.},
  volume       = {14},
  number       = {4},
  pages        = {287--308},
  year         = {2022},
  url          = {https://doi.org/10.1504/IJDMMM.2022.10041468},
  doi          = {10.1504/IJDMMM.2022.10041468},
  timestamp    = {Tue, 15 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijdmmm/DuanR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isf/MardiniR22,
  author       = {Mamoun T. Mardini and
                  Zbigniew W. Ras},
  title        = {Discovering Primary Medical Procedures and their Associations with
                  Other Procedures in {HCUP} Data},
  journal      = {Inf. Syst. Frontiers},
  volume       = {24},
  number       = {1},
  pages        = {133--147},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10796-020-10058-9},
  doi          = {10.1007/S10796-020-10058-9},
  timestamp    = {Fri, 01 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isf/MardiniR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2022,
  editor       = {Michelangelo Ceci and
                  Sergio Flesca and
                  Elio Masciari and
                  Giuseppe Manco and
                  Zbigniew W. Ras},
  title        = {Foundations of Intelligent Systems - 26th International Symposium,
                  {ISMIS} 2022, Cosenza, Italy, October 3-5, 2022, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13515},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-16564-1},
  doi          = {10.1007/978-3-031-16564-1},
  isbn         = {978-3-031-16563-4},
  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/2022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdcc/TarnowskaR21,
  author       = {Katarzyna A. Tarnowska and
                  Zbigniew W. Ras},
  title        = {NLP-Based Customer Loyalty Improvement Recommender System {(CLIRS2)}},
  journal      = {Big Data Cogn. Comput.},
  volume       = {5},
  number       = {1},
  pages        = {4},
  year         = {2021},
  url          = {https://doi.org/10.3390/bdcc5010004},
  doi          = {10.3390/BDCC5010004},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bdcc/TarnowskaR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/PowellGR21,
  author       = {Laurel Powell and
                  Anna Gelich and
                  Zbigniew W. Ras},
  title        = {How to raise artwork prices using action rules, personalization and
                  artwork visual features},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {57},
  number       = {3},
  pages        = {583--599},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10844-021-00660-x},
  doi          = {10.1007/S10844-021-00660-X},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jiis/PowellGR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2020i,
  editor       = {Martin Stettinger and
                  Gerhard Leitner and
                  Alexander Felfernig and
                  Zbigniew W. Ras},
  title        = {Intelligent Systems in Industrial Applications, 25th International
                  Symposium, {ISMIS} 2020, Graz, Austria, September 23-25, 2020, Selected
                  Papers from the Industrial Part},
  series       = {Studies in Computational Intelligence},
  volume       = {949},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-67148-8},
  doi          = {10.1007/978-3-030-67148-8},
  isbn         = {978-3-030-67147-1},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/2020i.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/PowellGR20,
  author       = {Laurel Powell and
                  Anna Gelich and
                  Zbigniew W. Ras},
  editor       = {Denis Helic and
                  Gerhard Leitner and
                  Martin Stettinger and
                  Alexander Felfernig and
                  Zbigniew W. Ras},
  title        = {The Construction of Action Rules to Raise Artwork Prices},
  booktitle    = {Foundations of Intelligent Systems - 25th International Symposium,
                  {ISMIS} 2020, Graz, Austria, September 23-25, 2020, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12117},
  pages        = {11--20},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-59491-6\_2},
  doi          = {10.1007/978-3-030-59491-6\_2},
  timestamp    = {Wed, 07 Dec 2022 23:13:22 +0100},
  biburl       = {https://dblp.org/rec/conf/ismis/PowellGR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/PowellGR20,
  author       = {Laurel Powell and
                  Anna Gelich and
                  Zbigniew W. Ras},
  editor       = {Annalisa Appice and
                  Michelangelo Ceci and
                  Corrado Loglisci and
                  Giuseppe Manco and
                  Elio Masciari and
                  Zbigniew W. Ras},
  title        = {Applying Analytics to Artist Provided Text to Model Prices of Fine
                  Art},
  booktitle    = {Complex Pattern Mining - New Challenges, Methods and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {880},
  pages        = {189--211},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-36617-9\_12},
  doi          = {10.1007/978-3-030-36617-9\_12},
  timestamp    = {Mon, 27 Jan 2020 17:42:15 +0100},
  biburl       = {https://dblp.org/rec/series/sci/PowellGR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2020,
  editor       = {Denis Helic and
                  Gerhard Leitner and
                  Martin Stettinger and
                  Alexander Felfernig and
                  Zbigniew W. Ras},
  title        = {Foundations of Intelligent Systems - 25th International Symposium,
                  {ISMIS} 2020, Graz, Austria, September 23-25, 2020, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12117},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-59491-6},
  doi          = {10.1007/978-3-030-59491-6},
  isbn         = {978-3-030-59490-9},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ismis/2020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2020-w,
  editor       = {Irena Koprinska and
                  Michael Kamp and
                  Annalisa Appice and
                  Corrado Loglisci and
                  Luiza Antonie and
                  Albrecht Zimmermann and
                  Riccardo Guidotti and
                  {\"{O}}zlem {\"{O}}zg{\"{o}}bek and
                  Rita P. Ribeiro and
                  Ricard Gavald{\`{a}} and
                  Jo{\~{a}}o Gama and
                  Linara Adilova and
                  Yamuna Krishnamurthy and
                  Pedro M. Ferreira and
                  Donato Malerba and
                  Ib{\'{e}}ria Medeiros and
                  Michelangelo Ceci and
                  Giuseppe Manco and
                  Elio Masciari and
                  Zbigniew W. Ras and
                  Peter Christen and
                  Eirini Ntoutsi and
                  Erich Schubert and
                  Arthur Zimek and
                  Anna Monreale and
                  Przemyslaw Biecek and
                  Salvatore Rinzivillo and
                  Benjamin Kille and
                  Andreas Lommatzsch and
                  Jon Atle Gulla},
  title        = {{ECML} {PKDD} 2020 Workshops - Workshops of the European Conference
                  on Machine Learning and Knowledge Discovery in Databases {(ECML} {PKDD}
                  2020): SoGood 2020, {PDFL} 2020, {MLCS} 2020, {NFMCP} 2020, {DINA}
                  2020, {EDML} 2020, {XKDD} 2020 and {INRA} 2020, Ghent, Belgium, September
                  14-18, 2020, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {1323},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65965-3},
  doi          = {10.1007/978-3-030-65965-3},
  isbn         = {978-3-030-65964-6},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/2020-w.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2019nfmcp,
  editor       = {Michelangelo Ceci and
                  Corrado Loglisci and
                  Giuseppe Manco and
                  Elio Masciari and
                  Zbigniew W. Ras},
  title        = {New Frontiers in Mining Complex Patterns - 8th International Workshop,
                  {NFMCP} 2019, Held in Conjunction with {ECML-PKDD} 2019, - W{\"{u}}rzburg,
                  Germany, September 16, 2019, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11948},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-48861-1},
  doi          = {10.1007/978-3-030-48861-1},
  isbn         = {978-3-030-48860-4},
  timestamp    = {Fri, 15 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/2019nfmcp.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/880,
  editor       = {Annalisa Appice and
                  Michelangelo Ceci and
                  Corrado Loglisci and
                  Giuseppe Manco and
                  Elio Masciari and
                  Zbigniew W. Ras},
  title        = {Complex Pattern Mining - New Challenges, Methods and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {880},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-36617-9},
  doi          = {10.1007/978-3-030-36617-9},
  isbn         = {978-3-030-36616-2},
  timestamp    = {Mon, 27 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/sci/880.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/MardiniR19,
  author       = {Mamoun T. Mardini and
                  Zbigniew W. Ras},
  title        = {Extraction of actionable knowledge to reduce hospital readmissions
                  through patients personalization},
  journal      = {Inf. Sci.},
  volume       = {485},
  pages        = {1--17},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.ins.2019.02.006},
  doi          = {10.1016/J.INS.2019.02.006},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/MardiniR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/ArbajianHRW19,
  author       = {Pierre Arbajian and
                  Ayman Hajja and
                  Zbigniew W. Ras and
                  Alicja A. Wieczorkowska},
  title        = {Effect of speech segment samples selection in stutter block detection
                  and remediation},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {53},
  number       = {2},
  pages        = {241--264},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10844-019-00546-z},
  doi          = {10.1007/S10844-019-00546-Z},
  timestamp    = {Thu, 10 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/ArbajianHRW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wias/TarnowskaR19,
  author       = {Katarzyna A. Tarnowska and
                  Zbigniew W. Ras},
  title        = {Sentiment analysis of customer data},
  journal      = {Web Intell.},
  volume       = {17},
  number       = {4},
  pages        = {343--363},
  year         = {2019},
  url          = {https://doi.org/10.3233/WEB-190423},
  doi          = {10.3233/WEB-190423},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/wias/TarnowskaR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/PowellGR19,
  author       = {Laurel Powell and
                  Anna Gelich and
                  Zbigniew W. Ras},
  editor       = {Tam{\'{a}}s Mih{\'{a}}lyde{\'{a}}k and
                  Fan Min and
                  Guoyin Wang and
                  Mohua Banerjee and
                  Ivo D{\"{u}}ntsch and
                  Zbigniew Suraj and
                  Davide Ciucci},
  title        = {Developing Artwork Pricing Models for Online Art Sales Using Text
                  Analytics},
  booktitle    = {Rough Sets - International Joint Conference, {IJCRS} 2019, Debrecen,
                  Hungary, June 17-21, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11499},
  pages        = {480--494},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-22815-6\_37},
  doi          = {10.1007/978-3-030-22815-6\_37},
  timestamp    = {Thu, 21 Sep 2023 16:35:46 +0200},
  biburl       = {https://dblp.org/rec/conf/rskt/PowellGR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/19/PawlowskiGR19,
  author       = {Cezary Pawlowski and
                  Anna Gelich and
                  Zbigniew W. Ras},
  editor       = {Robert Bembenik and
                  Lukasz Skonieczny and
                  Grzegorz Protaziuk and
                  Marzena Kryszkiewicz and
                  Henryk Rybinski},
  title        = {Can We Build Recommender System for Artwork Evaluation?},
  booktitle    = {Intelligent Methods and Big Data in Industrial Applications},
  series       = {Studies in Big Data},
  volume       = {40},
  pages        = {41--52},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-319-77604-0\_4},
  doi          = {10.1007/978-3-319-77604-0\_4},
  timestamp    = {Thu, 14 Oct 2021 08:45:56 +0200},
  biburl       = {https://dblp.org/rec/books/sp/19/PawlowskiGR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/BellatrecheR18,
  author       = {Ladjel Bellatreche and
                  Zbigniew W. Ras},
  title        = {Preface},
  journal      = {Fundam. Informaticae},
  volume       = {162},
  number       = {4},
  pages        = {i--iii},
  year         = {2018},
  url          = {https://doi.org/10.3233/FI-2018-1723},
  doi          = {10.3233/FI-2018-1723},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/BellatrecheR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BagavathiTTR18,
  author       = {Arunkumar Bagavathi and
                  Abhishek Tripathi and
                  Angelina A. Tzacheva and
                  Zbigniew W. Ras},
  editor       = {M. Arif Wani and
                  Mehmed M. Kantardzic and
                  Moamar Sayed Mouchaweh and
                  Jo{\~{a}}o Gama and
                  Edwin Lughofer},
  title        = {Actionable Pattern Mining - {A} Scalable Data Distribution Method
                  Based on Information Granules},
  booktitle    = {17th {IEEE} International Conference on Machine Learning and Applications,
                  {ICMLA} 2018, Orlando, FL, USA, December 17-20, 2018},
  pages        = {32--39},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ICMLA.2018.00013},
  doi          = {10.1109/ICMLA.2018.00013},
  timestamp    = {Mon, 30 Nov 2020 08:47:24 +0100},
  biburl       = {https://dblp.org/rec/conf/icmla/BagavathiTTR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/HajjaHARW18,
  author       = {Ayman Hajja and
                  Griffin P. Hiers and
                  Pierre Arbajian and
                  Zbigniew W. Ras and
                  Alicja A. Wieczorkowska},
  editor       = {Michelangelo Ceci and
                  Nathalie Japkowicz and
                  Jiming Liu and
                  George A. Papadopoulos and
                  Zbigniew W. Ras},
  title        = {Multipurpose Web-Platform for Labeling Audio Segments Efficiently
                  and Effectively},
  booktitle    = {Foundations of Intelligent Systems - 24th International Symposium,
                  {ISMIS} 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11177},
  pages        = {179--188},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-01851-1\_18},
  doi          = {10.1007/978-3-030-01851-1\_18},
  timestamp    = {Mon, 05 Feb 2024 20:34:39 +0100},
  biburl       = {https://dblp.org/rec/conf/ismis/HajjaHARW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/TarnowskaR18,
  author       = {Katarzyna A. Tarnowska and
                  Zbigniew W. Ras},
  editor       = {Michelangelo Ceci and
                  Nathalie Japkowicz and
                  Jiming Liu and
                  George A. Papadopoulos and
                  Zbigniew W. Ras},
  title        = {From Knowledge Discovery to Customer Attrition},
  booktitle    = {Foundations of Intelligent Systems - 24th International Symposium,
                  {ISMIS} 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11177},
  pages        = {417--425},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-01851-1\_40},
  doi          = {10.1007/978-3-030-01851-1\_40},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/TarnowskaR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/isrl/TarnowskaRDF18,
  author       = {Katarzyna A. Tarnowska and
                  Zbigniew W. Ras and
                  Lynn Daniel and
                  Doug Fowler},
  editor       = {Urszula Stanczyk and
                  Beata Zielosko and
                  Lakhmi C. Jain},
  title        = {Visual Analysis of Relevant Features in Customer Loyalty Improvement
                  Recommendation},
  booktitle    = {Advances in Feature Selection for Data and Pattern Recognition},
  series       = {Intelligent Systems Reference Library},
  volume       = {138},
  pages        = {269--293},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-67588-6\_14},
  doi          = {10.1007/978-3-319-67588-6\_14},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/TarnowskaRDF18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2018,
  editor       = {Michelangelo Ceci and
                  Nathalie Japkowicz and
                  Jiming Liu and
                  George A. Papadopoulos and
                  Zbigniew W. Ras},
  title        = {Foundations of Intelligent Systems - 24th International Symposium,
                  {ISMIS} 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11177},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-01851-1},
  doi          = {10.1007/978-3-030-01851-1},
  isbn         = {978-3-030-01850-4},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ismis/2018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2017nfmcp,
  editor       = {Annalisa Appice and
                  Corrado Loglisci and
                  Giuseppe Manco and
                  Elio Masciari and
                  Zbigniew W. Ras},
  title        = {New Frontiers in Mining Complex Patterns - 6th International Workshop,
                  {NFMCP} 2017, Held in Conjunction with {ECML-PKDD} 2017, Skopje, Macedonia,
                  September 18-22, 2017, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {10785},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-78680-3},
  doi          = {10.1007/978-3-319-78680-3},
  isbn         = {978-3-319-78679-7},
  timestamp    = {Thu, 05 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2017nfmcp.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2017-685,
  author       = {Katarzyna A. Tarnowska and
                  Zbigniew W. Ras and
                  Pawel J. Jastreboff},
  title        = {Decision Support System for Diagnosis and Treatment of Hearing Disorders
                  - The Case of Tinnitus},
  series       = {Studies in Computational Intelligence},
  volume       = {685},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-51463-5},
  doi          = {10.1007/978-3-319-51463-5},
  isbn         = {978-3-319-51462-8},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/2017-685.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/BagavathiMTTR17,
  author       = {Arunkumar Bagavathi and
                  Pranava Mummoju and
                  Katarzyna A. Tarnowska and
                  Angelina A. Tzacheva and
                  Zbigniew W. Ras},
  editor       = {Jian{-}Yun Nie and
                  Zoran Obradovic and
                  Toyotaro Suzumura and
                  Rumi Ghosh and
                  Raghunath Nambiar and
                  Chonggang Wang and
                  Hui Zang and
                  Ricardo Baeza{-}Yates and
                  Xiaohua Hu and
                  Jeremy Kepner and
                  Alfredo Cuzzocrea and
                  Jian Tang and
                  Masashi Toyoda},
  title        = {{SARGS} method for distributed actionable pattern mining using spark},
  booktitle    = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
                  Boston, MA, USA, December 11-14, 2017},
  pages        = {4272--4281},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/BigData.2017.8258454},
  doi          = {10.1109/BIGDATA.2017.8258454},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/BagavathiMTTR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/Al-MardiniR17,
  author       = {Mamoun Al{-}Mardini and
                  Zbigniew W. Ras},
  editor       = {Marzena Kryszkiewicz and
                  Annalisa Appice and
                  Dominik Slezak and
                  Henryk Rybinski and
                  Andrzej Skowron and
                  Zbigniew W. Ras},
  title        = {A Supervised Model for Predicting the Risk of Mortality and Hospital
                  Readmissions for Newly Admitted Patients},
  booktitle    = {Foundations of Intelligent Systems - 23rd International Symposium,
                  {ISMIS} 2017, Warsaw, Poland, June 26-29, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10352},
  pages        = {29--36},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-60438-1\_3},
  doi          = {10.1007/978-3-319-60438-1\_3},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/Al-MardiniR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ArbajianHRW17,
  author       = {Pierre Arbajian and
                  Ayman Hajja and
                  Zbigniew W. Ras and
                  Alicja A. Wieczorkowska},
  editor       = {Annalisa Appice and
                  Corrado Loglisci and
                  Giuseppe Manco and
                  Elio Masciari and
                  Zbigniew W. Ras},
  title        = {Segment-Removal Based Stuttered Speech Remediation},
  booktitle    = {New Frontiers in Mining Complex Patterns - 6th International Workshop,
                  {NFMCP} 2017, Held in Conjunction with {ECML-PKDD} 2017, Skopje, Macedonia,
                  September 18-22, 2017, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {10785},
  pages        = {16--34},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-78680-3\_2},
  doi          = {10.1007/978-3-319-78680-3\_2},
  timestamp    = {Thu, 05 Dec 2019 17:07:16 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/ArbajianHRW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/RasTKDF17,
  author       = {Zbigniew W. Ras and
                  Katarzyna A. Tarnowska and
                  Jieyan Kuang and
                  Lynn Daniel and
                  Doug Fowler},
  editor       = {Lech Polkowski and
                  Yiyu Yao and
                  Piotr Artiemjew and
                  Davide Ciucci and
                  Dun Liu and
                  Dominik Slezak and
                  Beata Zielosko},
  title        = {User Friendly NPS-Based Recommender System for Driving Business Revenue},
  booktitle    = {Rough Sets - International Joint Conference, {IJCRS} 2017, Olsztyn,
                  Poland, July 3-7, 2017, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10313},
  pages        = {34--48},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-60837-2\_4},
  doi          = {10.1007/978-3-319-60837-2\_4},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rskt/RasTKDF17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2017,
  editor       = {Marzena Kryszkiewicz and
                  Annalisa Appice and
                  Dominik Slezak and
                  Henryk Rybinski and
                  Andrzej Skowron and
                  Zbigniew W. Ras},
  title        = {Foundations of Intelligent Systems - 23rd International Symposium,
                  {ISMIS} 2017, Warsaw, Poland, June 26-29, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10352},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-60438-1},
  doi          = {10.1007/978-3-319-60438-1},
  isbn         = {978-3-319-60437-4},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/2017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2016nfmcp,
  editor       = {Annalisa Appice and
                  Michelangelo Ceci and
                  Corrado Loglisci and
                  Elio Masciari and
                  Zbigniew W. Ras},
  title        = {New Frontiers in Mining Complex Patterns - 5th International Workshop,
                  {NFMCP} 2016, Held in Conjunction with {ECML-PKDD} 2016, Riva del
                  Garda, Italy, September 19, 2016, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {10312},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-61461-8},
  doi          = {10.1007/978-3-319-61461-8},
  isbn         = {978-3-319-61460-1},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/2016nfmcp.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdas/AlmardiniHRCOPP16,
  author       = {Mamoun Al{-}Mardini and
                  Ayman Hajja and
                  Zbigniew W. Ras and
                  Lina Clover and
                  David Olaleye and
                  Youngjin Park and
                  Jay Paulson and
                  Yang Xiao},
  editor       = {Stanislaw Kozielski and
                  Dariusz Mrozek and
                  Pawel Kasprowski and
                  Bozena Malysiak{-}Mrozek and
                  Daniel Kostrzewa},
  title        = {Reduction of Readmissions to Hospitals Based on Actionable Knowledge
                  Discovery and Personalization},
  booktitle    = {Beyond Databases, Architectures and Structures. Advanced Technologies
                  for Data Mining and Knowledge Discovery - 12th International Conference,
                  {BDAS} 2016, Ustro{\'{n}}, Poland, May 31 - June 3, 2016, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {613},
  pages        = {39--55},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-34099-9\_3},
  doi          = {10.1007/978-3-319-34099-9\_3},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bdas/AlmardiniHRCOPP16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Al-MardiniHRCO16,
  author       = {Mamoun Al{-}Mardini and
                  Ayman Hajja and
                  Zbigniew W. Ras and
                  Lina Clover and
                  David Olaleye},
  editor       = {Annalisa Appice and
                  Michelangelo Ceci and
                  Corrado Loglisci and
                  Elio Masciari and
                  Zbigniew W. Ras},
  title        = {Predicting the Primary Medical Procedure Through Clustering of Patients'
                  Diagnoses},
  booktitle    = {New Frontiers in Mining Complex Patterns - 5th International Workshop,
                  {NFMCP} 2016, Held in Conjunction with {ECML-PKDD} 2016, Riva del
                  Garda, Italy, September 19, 2016, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {10312},
  pages        = {117--131},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-61461-8\_8},
  doi          = {10.1007/978-3-319-61461-8\_8},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/Al-MardiniHRCO16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2015nfmcp,
  editor       = {Michelangelo Ceci and
                  Corrado Loglisci and
                  Giuseppe Manco and
                  Elio Masciari and
                  Zbigniew W. Ras},
  title        = {New Frontiers in Mining Complex Patterns - 4th International Workshop,
                  {NFMCP} 2015, Held in Conjunction with {ECML-PKDD} 2015, Porto, Portugal,
                  September 7, 2015, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {9607},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-39315-5},
  doi          = {10.1007/978-3-319-39315-5},
  isbn         = {978-3-319-39314-8},
  timestamp    = {Thu, 05 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2015nfmcp.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fqas/KuangR15,
  author       = {Jieyan Kuang and
                  Zbigniew W. Ras},
  editor       = {Troels Andreasen and
                  Henning Christiansen and
                  Janusz Kacprzyk and
                  Henrik Legind Larsen and
                  Gabriella Pasi and
                  Olivier Pivert and
                  Guy De Tr{\'{e}} and
                  Maria{-}Amparo Vila and
                  Adnan Yazici and
                  Slawomir Zadrozny},
  title        = {In Search for Best Meta-Actions to Boost Businesses Revenue},
  booktitle    = {Flexible Query Answering Systems 2015 - Proceedings of the 11th International
                  Conference {FQAS} 2015, Cracow, Poland, October 26-28, 2015},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {400},
  pages        = {431--443},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-26154-6\_33},
  doi          = {10.1007/978-3-319-26154-6\_33},
  timestamp    = {Thu, 13 Jul 2023 08:31:49 +0200},
  biburl       = {https://dblp.org/rec/conf/fqas/KuangR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/KuangRD15,
  author       = {Jieyan Kuang and
                  Zbigniew W. Ras and
                  Albert Daniel},
  editor       = {Floriana Esposito and
                  Olivier Pivert and
                  Mohand{-}Sa{\"{\i}}d Hacid and
                  Zbigniew W. Ras and
                  Stefano Ferilli},
  title        = {Personalized Meta-Action Mining for {NPS} Improvement},
  booktitle    = {Foundations of Intelligent Systems - 22nd International Symposium,
                  {ISMIS} 2015, Lyon, France, October 21-23, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9384},
  pages        = {79--87},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-25252-0\_9},
  doi          = {10.1007/978-3-319-25252-0\_9},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/KuangRD15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/CiecierskiRP15,
  author       = {Konrad A. Ciecierski and
                  Zbigniew W. Ras and
                  Andrzej W. Przybyszewski},
  editor       = {Floriana Esposito and
                  Olivier Pivert and
                  Mohand{-}Sa{\"{\i}}d Hacid and
                  Zbigniew W. Ras and
                  Stefano Ferilli},
  title        = {Frequency Based Mapping of the {STN} Borders},
  booktitle    = {Foundations of Intelligent Systems - 22nd International Symposium,
                  {ISMIS} 2015, Lyon, France, October 21-23, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9384},
  pages        = {386--395},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-25252-0\_42},
  doi          = {10.1007/978-3-319-25252-0\_42},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/CiecierskiRP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/premi/KuangRD15,
  author       = {Jieyan Kuang and
                  Zbigniew W. Ras and
                  Albert Daniel},
  editor       = {Marzena Kryszkiewicz and
                  Sanghamitra Bandyopadhyay and
                  Henryk Rybinski and
                  Sankar K. Pal},
  title        = {Hierarchical Agglomerative Method for Improving {NPS}},
  booktitle    = {Pattern Recognition and Machine Intelligence - 6th International Conference,
                  PReMI 2015, Warsaw, Poland, June 30 - July 3, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9124},
  pages        = {54--64},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19941-2\_6},
  doi          = {10.1007/978-3-319-19941-2\_6},
  timestamp    = {Thu, 14 Oct 2021 10:46:31 +0200},
  biburl       = {https://dblp.org/rec/conf/premi/KuangRD15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/TouatiRS15,
  author       = {Hakim Touati and
                  Zbigniew W. Ras and
                  James Studnicki},
  editor       = {Urszula Stanczyk and
                  Lakhmi C. Jain},
  title        = {Meta-actions as a Tool for Action Rules Evaluation},
  booktitle    = {Feature Selection for Data and Pattern Recognition},
  series       = {Studies in Computational Intelligence},
  volume       = {584},
  pages        = {177--197},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-662-45620-0\_9},
  doi          = {10.1007/978-3-662-45620-0\_9},
  timestamp    = {Fri, 02 Nov 2018 09:26:56 +0100},
  biburl       = {https://dblp.org/rec/series/sci/TouatiRS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2015,
  editor       = {Floriana Esposito and
                  Olivier Pivert and
                  Mohand{-}Sa{\"{\i}}d Hacid and
                  Zbigniew W. Ras and
                  Stefano Ferilli},
  title        = {Foundations of Intelligent Systems - 22nd International Symposium,
                  {ISMIS} 2015, Lyon, France, October 21-23, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9384},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-25252-0},
  doi          = {10.1007/978-3-319-25252-0},
  isbn         = {978-3-319-25251-3},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/2015.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2014nfmcp,
  editor       = {Annalisa Appice and
                  Michelangelo Ceci and
                  Corrado Loglisci and
                  Giuseppe Manco and
                  Elio Masciari and
                  Zbigniew W. Ras},
  title        = {New Frontiers in Mining Complex Patterns - Third International Workshop,
                  {NFMCP} 2014, Held in Conjunction with {ECML-PKDD} 2014, Nancy, France,
                  September 19, 2014, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {8983},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-17876-9},
  doi          = {10.1007/978-3-319-17876-9},
  isbn         = {978-3-319-17875-2},
  timestamp    = {Thu, 05 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2014nfmcp.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/CuzzocreaR14,
  author       = {Alfredo Cuzzocrea and
                  Zbigniew W. Ras},
  title        = {Preface},
  journal      = {Fundam. Informaticae},
  volume       = {132},
  number       = {2},
  year         = {2014},
  url          = {https://doi.org/10.3233/FI-2014-1038},
  doi          = {10.3233/FI-2014-1038},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/CuzzocreaR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/HajjaRW14,
  author       = {Ayman Hajja and
                  Zbigniew W. Ras and
                  Alicja Wieczorkowska},
  title        = {Hierarchical object-driven action rules},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {42},
  number       = {2},
  pages        = {207--232},
  year         = {2014},
  url          = {https://doi.org/10.1007/s10844-013-0291-2},
  doi          = {10.1007/S10844-013-0291-2},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/HajjaRW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/KerschbergR14,
  author       = {Larry Kerschberg and
                  Zbigniew W. Ras},
  title        = {Special issue on future directions for intelligent information systems},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {43},
  number       = {3},
  pages        = {409--410},
  year         = {2014},
  url          = {https://doi.org/10.1007/s10844-014-0337-0},
  doi          = {10.1007/S10844-014-0337-0},
  timestamp    = {Tue, 26 Jun 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/KerschbergR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wias/CiecierskiRP14,
  author       = {Konrad Ciecierski and
                  Zbigniew W. Ras and
                  Andrzej W. Przybyszewski},
  title        = {Foundations of automatic system for intrasurgical localization of
                  subthalamic nucleus in Parkinson patients},
  journal      = {Web Intell. Agent Syst.},
  volume       = {12},
  number       = {1},
  pages        = {63--82},
  year         = {2014},
  url          = {https://doi.org/10.3233/WIA-140286},
  doi          = {10.3233/WIA-140286},
  timestamp    = {Thu, 21 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/wias/CiecierskiRP14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brain/CiecierskiRP14,
  author       = {Konrad Ciecierski and
                  Zbigniew W. Ras and
                  Andrzej W. Przybyszewski},
  editor       = {Dominik Slezak and
                  Ah{-}Hwee Tan and
                  James F. Peters and
                  Lars Schwabe},
  title        = {Intraoperative Decision Making with Rough Set Rules for {STN} {DBS}
                  in Parkinson Disease},
  booktitle    = {Brain Informatics and Health - International Conference, {BIH} 2014,
                  Warsaw, Poland, August 11-14, 2014, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8609},
  pages        = {323--334},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-09891-3\_30},
  doi          = {10.1007/978-3-319-09891-3\_30},
  timestamp    = {Sat, 19 Oct 2019 20:25:48 +0200},
  biburl       = {https://dblp.org/rec/conf/brain/CiecierskiRP14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/CiecierskiRP14,
  author       = {Konrad Ciecierski and
                  Zbigniew W. Ras and
                  Andrzej W. Przybyszewski},
  editor       = {Troels Andreasen and
                  Henning Christiansen and
                  Juan Carlos Cubero Talavera and
                  Zbigniew W. Ras},
  title        = {Spike Sorting Based upon {PCA} over {DWT} Frequency Band Selection},
  booktitle    = {Foundations of Intelligent Systems - 21st International Symposium,
                  {ISMIS} 2014, Roskilde, Denmark, June 25-27, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8502},
  pages        = {154--163},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-08326-1\_16},
  doi          = {10.1007/978-3-319-08326-1\_16},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/CiecierskiRP14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/TouatiRSW14,
  author       = {Hakim Touati and
                  Zbigniew W. Ras and
                  James Studnicki and
                  Alicja Wieczorkowska},
  editor       = {Troels Andreasen and
                  Henning Christiansen and
                  Juan Carlos Cubero Talavera and
                  Zbigniew W. Ras},
  title        = {Mining Surgical Meta-actions Effects with Variable Diagnoses' Number},
  booktitle    = {Foundations of Intelligent Systems - 21st International Symposium,
                  {ISMIS} 2014, Roskilde, Denmark, June 25-27, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8502},
  pages        = {254--263},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-08326-1\_26},
  doi          = {10.1007/978-3-319-08326-1\_26},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/TouatiRSW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HajjaTRSW14,
  author       = {Ayman Hajja and
                  Hakim Touati and
                  Zbigniew W. Ras and
                  James Studnicki and
                  Alicja A. Wieczorkowska},
  editor       = {Annalisa Appice and
                  Michelangelo Ceci and
                  Corrado Loglisci and
                  Giuseppe Manco and
                  Elio Masciari and
                  Zbigniew W. Ras},
  title        = {Predicting Negative Side Effects of Surgeries Through Clustering},
  booktitle    = {New Frontiers in Mining Complex Patterns - Third International Workshop,
                  {NFMCP} 2014, Held in Conjunction with {ECML-PKDD} 2014, Nancy, France,
                  September 19, 2014, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {8983},
  pages        = {41--55},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-17876-9\_3},
  doi          = {10.1007/978-3-319-17876-9\_3},
  timestamp    = {Thu, 05 Dec 2019 17:07:15 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/HajjaTRSW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/KuangDJR14,
  author       = {Jieyan Kuang and
                  Albert Daniel and
                  Jill Johnston and
                  Zbigniew W. Ras},
  editor       = {Chris Cornelis and
                  Marzena Kryszkiewicz and
                  Dominik Slezak and
                  Ernestina Menasalvas Ruiz and
                  Rafael Bello and
                  Lin Shang},
  title        = {Hierarchically Structured Recommender System for Improving {NPS} of
                  a Company},
  booktitle    = {Rough Sets and Current Trends in Computing - 9th International Conference,
                  {RSCTC} 2014, Granada and Madrid, Spain, July 9-13, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8536},
  pages        = {347--357},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-08644-6\_36},
  doi          = {10.1007/978-3-319-08644-6\_36},
  timestamp    = {Sun, 02 Oct 2022 16:14:17 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/KuangDJR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2014,
  editor       = {Troels Andreasen and
                  Henning Christiansen and
                  Juan Carlos Cubero Talavera and
                  Zbigniew W. Ras},
  title        = {Foundations of Intelligent Systems - 21st International Symposium,
                  {ISMIS} 2014, Roskilde, Denmark, June 25-27, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8502},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-08326-1},
  doi          = {10.1007/978-3-319-08326-1},
  isbn         = {978-3-319-08325-4},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/2014.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2013nfmcp,
  editor       = {Annalisa Appice and
                  Michelangelo Ceci and
                  Corrado Loglisci and
                  Giuseppe Manco and
                  Elio Masciari and
                  Zbigniew W. Ras},
  title        = {New Frontiers in Mining Complex Patterns - Second International Workshop,
                  {NFMCP} 2013, Held in Conjunction with {ECML-PKDD} 2013, Prague, Czech
                  Republic, September 27, 2013, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {8399},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-08407-7},
  doi          = {10.1007/978-3-319-08407-7},
  isbn         = {978-3-319-08406-0},
  timestamp    = {Thu, 05 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2013nfmcp.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/rseisp/2014,
  editor       = {Marzena Kryszkiewicz and
                  Chris Cornelis and
                  Davide Ciucci and
                  Jes{\'{u}}s Medina{-}Moreno and
                  Hiroshi Motoda and
                  Zbigniew W. Ras},
  title        = {Rough Sets and Intelligent Systems Paradigms - Second International
                  Conference, {RSEISP} 2014, Held as Part of {JRS} 2014, Granada and
                  Madrid, Spain, July 9-13, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8537},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-08729-0},
  doi          = {10.1007/978-3-319-08729-0},
  isbn         = {978-3-319-08728-3},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rseisp/2014.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/TouatiR13,
  author       = {Hakim Touati and
                  Zbigniew W. Ras},
  title        = {Mining Meta-Actions for Action Rules Reduction},
  journal      = {Fundam. Informaticae},
  volume       = {127},
  number       = {1-4},
  pages        = {225--240},
  year         = {2013},
  url          = {https://doi.org/10.3233/FI-2013-906},
  doi          = {10.3233/FI-2013-906},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/TouatiR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wias/JiangR13,
  author       = {Wenxin Jiang and
                  Zbigniew W. Ras},
  title        = {Multi-label automatic indexing of music by cascade classifiers},
  journal      = {Web Intell. Agent Syst.},
  volume       = {11},
  number       = {2},
  pages        = {149--170},
  year         = {2013},
  url          = {https://doi.org/10.3233/WIA-130268},
  doi          = {10.3233/WIA-130268},
  timestamp    = {Thu, 21 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/wias/JiangR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fqas/CiecierskiRP13,
  author       = {Konrad Ciecierski and
                  Zbigniew W. Ras and
                  Andrzej W. Przybyszewski},
  editor       = {Henrik Legind Larsen and
                  Mar{\'{\i}}a J. Mart{\'{\i}}n{-}Bautista and
                  Maria{-}Amparo Vila and
                  Troels Andreasen and
                  Henning Christiansen},
  title        = {Discrimination of the Micro Electrode Recordings for {STN} Localization
                  during {DBS} Surgery in Parkinson's Patients},
  booktitle    = {Flexible Query Answering Systems - 10th International Conference,
                  {FQAS} 2013, Granada, Spain, September 18-20, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8132},
  pages        = {328--339},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-40769-7\_29},
  doi          = {10.1007/978-3-642-40769-7\_29},
  timestamp    = {Thu, 13 Jul 2023 08:31:49 +0200},
  biburl       = {https://dblp.org/rec/conf/fqas/CiecierskiRP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MostafaviRW13,
  author       = {Amanda Cohen Mostafavi and
                  Zbigniew W. Ras and
                  Alicja A. Wieczorkowska},
  editor       = {Annalisa Appice and
                  Michelangelo Ceci and
                  Corrado Loglisci and
                  Giuseppe Manco and
                  Elio Masciari and
                  Zbigniew W. Ras},
  title        = {From Personalized to Hierarchically Structured Classifiers for Retrieving
                  Music by Mood},
  booktitle    = {New Frontiers in Mining Complex Patterns - Second International Workshop,
                  {NFMCP} 2013, Held in Conjunction with {ECML-PKDD} 2013, Prague, Czech
                  Republic, September 27, 2013, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {8399},
  pages        = {231--245},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-319-08407-7\_15},
  doi          = {10.1007/978-3-319-08407-7\_15},
  timestamp    = {Thu, 05 Dec 2019 17:07:16 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/MostafaviRW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/isrl/KuberaWR13,
  author       = {Elzbieta Kubera and
                  Alicja Wieczorkowska and
                  Zbigniew W. Ras},
  editor       = {Andrzej Skowron and
                  Zbigniew Suraj},
  title        = {Time Variability-Based Hierarchic Recognition of Multiple Musical
                  Instruments in Recordings},
  booktitle    = {Rough Sets and Intelligent Systems - Professor Zdzis{\l}aw Pawlak
                  in Memoriam - Volume 2},
  series       = {Intelligent Systems Reference Library},
  volume       = {43},
  pages        = {347--363},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-30341-8\_18},
  doi          = {10.1007/978-3-642-30341-8\_18},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/KuberaWR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2012nfmcp,
  editor       = {Annalisa Appice and
                  Michelangelo Ceci and
                  Corrado Loglisci and
                  Giuseppe Manco and
                  Elio Masciari and
                  Zbigniew W. Ras},
  title        = {New Frontiers in Mining Complex Patterns - First International Workshop,
                  {NFMCP} 2012, Held in Conjunction with {ECML/PKDD} 2012, Bristol,
                  UK, September 24, 2012, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {7765},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-37382-4},
  doi          = {10.1007/978-3-642-37382-4},
  isbn         = {978-3-642-37381-7},
  timestamp    = {Thu, 05 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2012nfmcp.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/KryszkiewiczOR12,
  author       = {Marzena Kryszkiewicz and
                  Sergei A. Obiedkov and
                  Zbigniew W. Ras},
  title        = {Preface},
  journal      = {Fundam. Informaticae},
  volume       = {115},
  number       = {4},
  year         = {2012},
  url          = {https://doi.org/10.3233/FI-2012-654},
  doi          = {10.3233/FI-2012-654},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/KryszkiewiczOR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/CiecierskiRP12,
  author       = {Konrad Ciecierski and
                  Zbigniew W. Ras and
                  Andrzej W. Przybyszewski},
  editor       = {Li Chen and
                  Alexander Felfernig and
                  Jiming Liu and
                  Zbigniew W. Ras},
  title        = {Foundations of Recommender System for {STN} Localization during {DBS}
                  Surgery in Parkinson's Patients},
  booktitle    = {Foundations of Intelligent Systems - 20th International Symposium,
                  {ISMIS} 2012, Macau, China, December 4-7, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7661},
  pages        = {234--243},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-34624-8\_28},
  doi          = {10.1007/978-3-642-34624-8\_28},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/CiecierskiRP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/KohliRTJW12,
  author       = {Deepali Kohli and
                  Zbigniew W. Ras and
                  Pamela L. Thompson and
                  Pawel J. Jastreboff and
                  Alicja Wieczorkowska},
  editor       = {Li Chen and
                  Alexander Felfernig and
                  Jiming Liu and
                  Zbigniew W. Ras},
  title        = {From Music to Emotions and Tinnitus Treatment, Initial Study},
  booktitle    = {Foundations of Intelligent Systems - 20th International Symposium,
                  {ISMIS} 2012, Macau, China, December 4-7, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7661},
  pages        = {244--253},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-34624-8\_29},
  doi          = {10.1007/978-3-642-34624-8\_29},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/KohliRTJW12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HajjaWRG12,
  author       = {Ayman Hajja and
                  Alicja Wieczorkowska and
                  Zbigniew W. Ras and
                  Ryszard Gubrynowicz},
  editor       = {Annalisa Appice and
                  Michelangelo Ceci and
                  Corrado Loglisci and
                  Giuseppe Manco and
                  Elio Masciari and
                  Zbigniew W. Ras},
  title        = {Pair-Based Object-Driven Action Rules},
  booktitle    = {New Frontiers in Mining Complex Patterns - First International Workshop,
                  {NFMCP} 2012, Held in Conjunction with {ECML/PKDD} 2012, Bristol,
                  UK, September 24, 2012, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {7765},
  pages        = {79--93},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-37382-4\_6},
  doi          = {10.1007/978-3-642-37382-4\_6},
  timestamp    = {Thu, 05 Dec 2019 17:07:16 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/HajjaWRG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2012,
  editor       = {Li Chen and
                  Alexander Felfernig and
                  Jiming Liu and
                  Zbigniew W. Ras},
  title        = {Foundations of Intelligent Systems - 20th International Symposium,
                  {ISMIS} 2012, Macau, China, December 4-7, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7661},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-34624-8},
  doi          = {10.1007/978-3-642-34624-8},
  isbn         = {978-3-642-34623-1},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/2012.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/RasD11,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska},
  title        = {From data to classification rules and actions},
  journal      = {Int. J. Intell. Syst.},
  volume       = {26},
  number       = {6},
  pages        = {572--590},
  year         = {2011},
  url          = {https://doi.org/10.1002/int.20485},
  doi          = {10.1002/INT.20485},
  timestamp    = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijis/RasD11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/ImRT11,
  author       = {Seunghyun Im and
                  Zbigniew W. Ras and
                  Li{-}Shiang Tsay},
  editor       = {Marzena Kryszkiewicz and
                  Henryk Rybinski and
                  Andrzej Skowron and
                  Zbigniew W. Ras},
  title        = {Action Reducts},
  booktitle    = {Foundations of Intelligent Systems - 19th International Symposium,
                  {ISMIS} 2011, Warsaw, Poland, June 28-30, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6804},
  pages        = {62--69},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21916-0\_7},
  doi          = {10.1007/978-3-642-21916-0\_7},
  timestamp    = {Thu, 14 Oct 2021 10:09:10 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/ImRT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/CiecierskiRP11,
  author       = {Konrad Ciecierski and
                  Zbigniew W. Ras and
                  Andrzej W. Przybyszewski},
  editor       = {Marzena Kryszkiewicz and
                  Henryk Rybinski and
                  Andrzej Skowron and
                  Zbigniew W. Ras},
  title        = {Selection of the Optimal Microelectrode during {DBS} Surgery in Parkinson's
                  Patients},
  booktitle    = {Foundations of Intelligent Systems - 19th International Symposium,
                  {ISMIS} 2011, Warsaw, Poland, June 28-30, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6804},
  pages        = {554--564},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21916-0\_59},
  doi          = {10.1007/978-3-642-21916-0\_59},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/CiecierskiRP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/KostekKZJRWS11,
  author       = {Bozena Kostek and
                  Adam Kupryjanow and
                  Pawel Zwan and
                  Wenxin Jiang and
                  Zbigniew W. Ras and
                  Marcin Wojnarski and
                  Joanna Swietlicka},
  editor       = {Marzena Kryszkiewicz and
                  Henryk Rybinski and
                  Andrzej Skowron and
                  Zbigniew W. Ras},
  title        = {Report of the {ISMIS} 2011 Contest: Music Information Retrieval},
  booktitle    = {Foundations of Intelligent Systems - 19th International Symposium,
                  {ISMIS} 2011, Warsaw, Poland, June 28-30, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6804},
  pages        = {715--724},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21916-0\_75},
  doi          = {10.1007/978-3-642-21916-0\_75},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ismis/KostekKZJRWS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/ZhangTRJ11,
  author       = {Cynthia Xin Zhang and
                  Pamela L. Thompson and
                  Zbigniew W. Ras and
                  Pawel J. Jastreboff},
  editor       = {Marenglen Biba and
                  Fatos Xhafa},
  title        = {Mining Tinnitus Data Based on Clustering and New Temporal Features},
  booktitle    = {Learning Structure and Schemas from Documents},
  series       = {Studies in Computational Intelligence},
  volume       = {375},
  pages        = {227--245},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22913-8\_11},
  doi          = {10.1007/978-3-642-22913-8\_11},
  timestamp    = {Tue, 16 May 2017 14:24:36 +0200},
  biburl       = {https://dblp.org/rec/series/sci/ZhangTRJ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sfsc/ZadroznyKR11,
  author       = {Slawomir Zadrozny and
                  Janusz Kacprzyk and
                  Zbigniew W. Ras},
  editor       = {Enrique Herrera{-}Viedma and
                  Jos{\'{e}} Luis Garc{\'{\i}}a{-}Lapresta and
                  Janusz Kacprzyk and
                  Mario Fedrizzi and
                  Hannu Nurmi and
                  Slawomir Zadrozny},
  title        = {Supporting Consensus Reaching Processes under Fuzzy Preferences and
                  a Fuzzy Majority via Linguistic Summaries and Action Rules},
  booktitle    = {Consensual Processes},
  series       = {Studies in Fuzziness and Soft Computing},
  volume       = {267},
  pages        = {289--314},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-20533-0\_16},
  doi          = {10.1007/978-3-642-20533-0\_16},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sfsc/ZadroznyKR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2011,
  editor       = {Marzena Kryszkiewicz and
                  Henryk Rybinski and
                  Andrzej Skowron and
                  Zbigniew W. Ras},
  title        = {Foundations of Intelligent Systems - 19th International Symposium,
                  {ISMIS} 2011, Warsaw, Poland, June 28-30, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6804},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21916-0},
  doi          = {10.1007/978-3-642-21916-0},
  isbn         = {978-3-642-21915-3},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/2011.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/webi/2011,
  editor       = {Olivier Boissier and
                  Boualem Benatallah and
                  Mike P. Papazoglou and
                  Zbigniew W. Ras and
                  Mohand{-}Said Hacid},
  title        = {Proceedings of the 2011 {IEEE/WIC/ACM} International Conference on
                  Web Intelligence, {WI} 2011, Campus Scientifique de la Doua, Lyon,
                  France, August 22-27, 2011},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=6036749},
  isbn         = {978-0-7695-4513-4},
  timestamp    = {Fri, 13 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/webi/2011.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijufks/KacprzykZR10,
  author       = {Janusz Kacprzyk and
                  Slawomir Zadrozny and
                  Zbigniew W. Ras},
  title        = {How to Support Consensus Reaching Using Action Rules: a Novel Approach},
  journal      = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
  volume       = {18},
  number       = {4},
  pages        = {451--470},
  year         = {2010},
  url          = {https://doi.org/10.1142/S0218488510006647},
  doi          = {10.1142/S0218488510006647},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijufks/KacprzykZR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ImRW10,
  author       = {Seunghyun Im and
                  Zbigniew W. Ras and
                  Hanna Wasyluk},
  title        = {Action rule discovery from incomplete data},
  journal      = {Knowl. Inf. Syst.},
  volume       = {25},
  number       = {1},
  pages        = {21--33},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10115-009-0221-3},
  doi          = {10.1007/S10115-009-0221-3},
  timestamp    = {Sun, 28 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kais/ImRW10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/Ras10,
  author       = {Zbigniew W. Ras},
  editor       = {Sadok Ben Yahia and
                  Jean{-}Marc Petit},
  title        = {Action rules and meta-actions},
  booktitle    = {Extraction et gestion des connaissances (EGC'2010), Actes, 26 au 29
                  janvier 2010, Hammamet, Tunisie},
  series       = {Revue des Nouvelles Technologies de l'Information},
  volume       = {{RNTI-E-19}},
  pages        = {21--22},
  publisher    = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
  year         = {2010},
  url          = {http://editions-rnti.fr/?inprocid=1001261},
  timestamp    = {Thu, 24 Apr 2014 17:37:27 +0200},
  biburl       = {https://dblp.org/rec/conf/f-egc/Ras10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/ZhangRJT10,
  author       = {Cynthia Xin Zhang and
                  Zbigniew W. Ras and
                  Pawel J. Jastreboff and
                  Pamela L. Thompson},
  editor       = {Xiaohua Hu and
                  Tsau Young Lin and
                  Vijay V. Raghavan and
                  Jerzy W. Grzymala{-}Busse and
                  Qing Liu and
                  Andrei Z. Broder},
  title        = {From Tinnitus Data to Action Rules and Tinnitus Treatment},
  booktitle    = {2010 {IEEE} International Conference on Granular Computing, GrC 2010,
                  San Jose, California, USA, 14-16 August 2010},
  pages        = {620--625},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/GrC.2010.61},
  doi          = {10.1109/GRC.2010.61},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grc/ZhangRJT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TzachevaR10,
  author       = {Angelina A. Tzacheva and
                  Zbigniew W. Ras},
  editor       = {Xiaohua Hu and
                  Tsau Young Lin and
                  Vijay V. Raghavan and
                  Jerzy W. Grzymala{-}Busse and
                  Qing Liu and
                  Andrei Z. Broder},
  title        = {Association Action Rules and Action Paths Triggered by Meta-actions},
  booktitle    = {2010 {IEEE} International Conference on Granular Computing, GrC 2010,
                  San Jose, California, USA, 14-16 August 2010},
  pages        = {772--776},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/GrC.2010.64},
  doi          = {10.1109/GRC.2010.64},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grc/TzachevaR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KuberaWRS10,
  author       = {Elzbieta Kubera and
                  Alicja Wieczorkowska and
                  Zbigniew W. Ras and
                  Magdalena Skrzypiec},
  editor       = {Jos{\'{e}} L. Balc{\'{a}}zar and
                  Francesco Bonchi and
                  Aristides Gionis and
                  Mich{\`{e}}le Sebag},
  title        = {Recognition of Instrument Timbres in Real Polytimbral Audio Recordings},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases, European Conference,
                  {ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6322},
  pages        = {97--110},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15883-4\_7},
  doi          = {10.1007/978-3-642-15883-4\_7},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/KuberaWRS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/ZhangJRL10,
  author       = {Cynthia Xin Zhang and
                  Wenxin Jiang and
                  Zbigniew W. Ras and
                  Rory A. Lewis},
  editor       = {Marcin S. Szczuka and
                  Marzena Kryszkiewicz and
                  Sheela Ramanna and
                  Richard Jensen and
                  Qinghua Hu},
  title        = {Blind Music Timbre Source Isolation by Multi- resolution Comparison
                  of Spectrum Signatures},
  booktitle    = {Rough Sets and Current Trends in Computing - 7th International Conference,
                  {RSCTC} 2010, Warsaw, Poland, June 28-30,2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6086},
  pages        = {610--619},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13529-3\_65},
  doi          = {10.1007/978-3-642-13529-3\_65},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/ZhangJRL10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/JiangRW10,
  author       = {Wenxin Jiang and
                  Zbigniew W. Ras and
                  Alicja Wieczorkowska},
  editor       = {Zbigniew W. Ras and
                  Alicja Wieczorkowska},
  title        = {Clustering Driven Cascade Classifiers for Multi-indexing of Polyphonic
                  Music by Instruments},
  booktitle    = {Advances in Music Information Retrieval},
  series       = {Studies in Computational Intelligence},
  volume       = {274},
  pages        = {19--38},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-11674-2\_2},
  doi          = {10.1007/978-3-642-11674-2\_2},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/JiangRW10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/RasDJ10,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska and
                  Wenxin Jiang},
  editor       = {Jacek Koronacki and
                  Zbigniew W. Ras and
                  Slawomir T. Wierzchon and
                  Janusz Kacprzyk},
  title        = {Cascade Classifiers for Hierarchical Decision Systems},
  booktitle    = {Advances in Machine Learning {I:} Dedicated to the Memory of Professor
                  Ryszard S. Michalski},
  series       = {Studies in Computational Intelligence},
  volume       = {262},
  pages        = {247--256},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-05177-7\_12},
  doi          = {10.1007/978-3-642-05177-7\_12},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/sci/RasDJ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/GrekowR10,
  author       = {Jacek Grekow and
                  Zbigniew W. Ras},
  editor       = {Zbigniew W. Ras and
                  Alicja Wieczorkowska},
  title        = {Emotion Based {MIDI} Files Retrieval System},
  booktitle    = {Advances in Music Information Retrieval},
  series       = {Studies in Computational Intelligence},
  volume       = {274},
  pages        = {261--284},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-11674-2\_12},
  doi          = {10.1007/978-3-642-11674-2\_12},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/sci/GrekowR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/JiangZCR10,
  author       = {Wenxin Jiang and
                  Cynthia Xin Zhang and
                  Amanda Cohen and
                  Zbigniew W. Ras},
  editor       = {Zbigniew W. Ras and
                  Li{-}Shiang Tsay},
  title        = {Multiple Classifiers for Different Features in Timbre Estimation},
  booktitle    = {Advances in Intelligent Information Systems},
  series       = {Studies in Computational Intelligence},
  volume       = {265},
  pages        = {335--356},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-05183-8\_14},
  doi          = {10.1007/978-3-642-05183-8\_14},
  timestamp    = {Tue, 16 May 2017 14:24:35 +0200},
  biburl       = {https://dblp.org/rec/series/sci/JiangZCR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/KuberaR10,
  author       = {Elzbieta Kubera and
                  Zbigniew W. Ras},
  editor       = {Zbigniew W. Ras and
                  Li{-}Shiang Tsay},
  title        = {Identification of Musical Instruments by Features Describing Sound
                  Changes in Time},
  booktitle    = {Advances in Intelligent Information Systems},
  series       = {Studies in Computational Intelligence},
  volume       = {265},
  pages        = {357--366},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-05183-8\_15},
  doi          = {10.1007/978-3-642-05183-8\_15},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/KuberaR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2010-262,
  editor       = {Jacek Koronacki and
                  Zbigniew W. Ras and
                  Slawomir T. Wierzchon and
                  Janusz Kacprzyk},
  title        = {Advances in Machine Learning {I:} Dedicated to the Memory of Professor
                  Ryszard S. Michalski},
  series       = {Studies in Computational Intelligence},
  volume       = {262},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-05177-7},
  doi          = {10.1007/978-3-642-05177-7},
  isbn         = {978-3-642-05176-0},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/2010-262.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2010-263,
  editor       = {Jacek Koronacki and
                  Zbigniew W. Ras and
                  Slawomir T. Wierzchon and
                  Janusz Kacprzyk},
  title        = {Advances in Machine Learning II, Dedicated to the Memory of Professor
                  Ryszard S. Michalski},
  series       = {Studies in Computational Intelligence},
  volume       = {263},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-05179-1},
  doi          = {10.1007/978-3-642-05179-1},
  isbn         = {978-3-642-05178-4},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/2010-263.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2010-265,
  editor       = {Zbigniew W. Ras and
                  Li{-}Shiang Tsay},
  title        = {Advances in Intelligent Information Systems},
  series       = {Studies in Computational Intelligence},
  volume       = {265},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-05183-8},
  doi          = {10.1007/978-3-642-05183-8},
  isbn         = {978-3-642-05182-1},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/2010-265.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2010-274,
  editor       = {Zbigniew W. Ras and
                  Alicja Wieczorkowska},
  title        = {Advances in Music Information Retrieval},
  series       = {Studies in Computational Intelligence},
  volume       = {274},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-11674-2},
  doi          = {10.1007/978-3-642-11674-2},
  isbn         = {978-3-642-11673-5},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/2010-274.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fqas/RasD09,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska},
  editor       = {Troels Andreasen and
                  Ronald R. Yager and
                  Henrik Bulskov and
                  Henning Christiansen and
                  Henrik Legind Larsen},
  title        = {On Reaching Consensus by a Group of Collaborating Agents},
  booktitle    = {Flexible Query Answering Systems, 8th International Conference, {FQAS}
                  2009, Roskilde, Denmark, October 26-28, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5822},
  pages        = {583--592},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04957-6\_50},
  doi          = {10.1007/978-3-642-04957-6\_50},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/fqas/RasD09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/KacprzykZR09,
  author       = {Janusz Kacprzyk and
                  Slawomir Zadrozny and
                  Zbigniew W. Ras},
  title        = {Action Rules in Consensus Reaching Process Support},
  booktitle    = {Ninth International Conference on Intelligent Systems Design and Applications,
                  {ISDA} 2009, Pisa, Italy , November 30-December 2, 2009},
  pages        = {827--832},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/ISDA.2009.131},
  doi          = {10.1109/ISDA.2009.131},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isda/KacprzykZR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/RasD09,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska},
  editor       = {Jan Rauch and
                  Zbigniew W. Ras and
                  Petr Berka and
                  Tapio Elomaa},
  title        = {Action Rules Discovery Based on Tree Classifiers and Meta-actions},
  booktitle    = {Foundations of Intelligent Systems, 18th International Symposium,
                  {ISMIS} 2009, Prague, Czech Republic, September 14-17, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5722},
  pages        = {66--75},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04125-9\_10},
  doi          = {10.1007/978-3-642-04125-9\_10},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ismis/RasD09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/GrekowR09,
  author       = {Jacek Grekow and
                  Zbigniew W. Ras},
  editor       = {Jan Rauch and
                  Zbigniew W. Ras and
                  Petr Berka and
                  Tapio Elomaa},
  title        = {Detecting Emotions in Classical Music from {MIDI} Files},
  booktitle    = {Foundations of Intelligent Systems, 18th International Symposium,
                  {ISMIS} 2009, Prague, Czech Republic, September 14-17, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5722},
  pages        = {261--270},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04125-9\_29},
  doi          = {10.1007/978-3-642-04125-9\_29},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ismis/GrekowR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/igi/Erickson09/RasW09,
  author       = {Zbigniew W. Ras and
                  Elzbieta Wyrzykowska},
  editor       = {John Erickson},
  title        = {Extended Action Rule Discovery Based on Single Classification Rules
                  and Reducts},
  booktitle    = {Database Technologies: Concepts, Methodologies, Tools, and Applications
                  {(4} Volumes)},
  pages        = {2313--2323},
  publisher    = {{IGI} Global},
  year         = {2009},
  url          = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=8039},
  timestamp    = {Tue, 16 May 2017 14:01:33 +0200},
  biburl       = {https://dblp.org/rec/books/igi/Erickson09/RasW09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/JiangCR09,
  author       = {Wenxin Jiang and
                  Amanda Cohen and
                  Zbigniew W. Ras},
  editor       = {Zbigniew W. Ras and
                  William Ribarsky},
  title        = {Polyphonic Music Information Retrieval Based on Multi-label Cascade
                  Classification System},
  booktitle    = {Advances in Information and Intelligent Systems},
  series       = {Studies in Computational Intelligence},
  volume       = {251},
  pages        = {117--137},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04141-9\_6},
  doi          = {10.1007/978-3-642-04141-9\_6},
  timestamp    = {Tue, 16 May 2017 14:24:36 +0200},
  biburl       = {https://dblp.org/rec/series/sci/JiangCR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/RasTD09,
  author       = {Zbigniew W. Ras and
                  Li{-}Shiang Tsay and
                  Agnieszka Dardzinska},
  editor       = {Djamel A. Zighed and
                  Shusaku Tsumoto and
                  Zbigniew W. Ras and
                  Hakim Hacid},
  title        = {Tree-Based Algorithms for Action Rules Discovery},
  booktitle    = {Mining Complex Data},
  series       = {Studies in Computational Intelligence},
  volume       = {165},
  pages        = {153--163},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-540-88067-7\_9},
  doi          = {10.1007/978-3-540-88067-7\_9},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/sci/RasTD09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/JiangWR09,
  author       = {Wenxin Jiang and
                  Alicja Wieczorkowska and
                  Zbigniew W. Ras},
  editor       = {Aboul Ella Hassanien and
                  Ajith Abraham and
                  Francisco Herrera},
  title        = {Music Instrument Estimation in Polyphonic Sound Based on Short-Term
                  Spectrum Match},
  booktitle    = {Foundations of Computational Intelligence - Volume 2: Approximate
                  Reasoning},
  series       = {Studies in Computational Intelligence},
  volume       = {202},
  pages        = {259--273},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-01533-5\_10},
  doi          = {10.1007/978-3-642-01533-5\_10},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/JiangWR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2009,
  editor       = {Jan Rauch and
                  Zbigniew W. Ras and
                  Petr Berka and
                  Tapio Elomaa},
  title        = {Foundations of Intelligent Systems, 18th International Symposium,
                  {ISMIS} 2009, Prague, Czech Republic, September 14-17, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5722},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04125-9},
  doi          = {10.1007/978-3-642-04125-9},
  isbn         = {978-3-642-04124-2},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/2009.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2009-165,
  editor       = {Djamel A. Zighed and
                  Shusaku Tsumoto and
                  Zbigniew W. Ras and
                  Hakim Hacid},
  title        = {Mining Complex Data},
  series       = {Studies in Computational Intelligence},
  volume       = {165},
  publisher    = {Springer},
  year         = {2009},
  isbn         = {978-3-540-88066-0},
  timestamp    = {Sun, 09 Nov 2008 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/sci/2009-165.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2009-251,
  editor       = {Zbigniew W. Ras and
                  William Ribarsky},
  title        = {Advances in Information and Intelligent Systems},
  series       = {Studies in Computational Intelligence},
  volume       = {251},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04141-9},
  doi          = {10.1007/978-3-642-04141-9},
  isbn         = {978-3-642-04140-2},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/2009-251.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/complexity/RasD09,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska},
  editor       = {Robert A. Meyers},
  title        = {Cooperative Multi-hierarchical Query Answering Systems},
  booktitle    = {Encyclopedia of Complexity and Systems Science},
  pages        = {1532--1537},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-0-387-30440-3\_100},
  doi          = {10.1007/978-0-387-30440-3\_100},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/complexity/RasD09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dataware/RasWT09,
  author       = {Zbigniew W. Ras and
                  Elzbieta Wyrzykowska and
                  Li{-}Shiang Tsay},
  editor       = {John Wang},
  title        = {Action Rules Mining},
  booktitle    = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},
  pages        = {1--5},
  publisher    = {{IGI} Global},
  year         = {2009},
  url          = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10789},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/dataware/RasWT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dataware/ImR09,
  author       = {Seunghyun Im and
                  Zbigniew W. Ras},
  editor       = {John Wang},
  title        = {Data Confidentiality and Chase-Based Knowledge Discovery},
  booktitle    = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},
  pages        = {361--366},
  publisher    = {{IGI} Global},
  year         = {2009},
  url          = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10845},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/dataware/ImR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dataware/LewisR09,
  author       = {Rory A. Lewis and
                  Zbigniew W. Ras},
  editor       = {John Wang},
  title        = {Facial Recognition},
  booktitle    = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},
  pages        = {857--862},
  publisher    = {{IGI} Global},
  year         = {2009},
  url          = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10920},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/dataware/LewisR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dataware/RasD09,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska},
  editor       = {John Wang},
  title        = {Intelligent Query Answering},
  booktitle    = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},
  pages        = {1073--1078},
  publisher    = {{IGI} Global},
  year         = {2009},
  url          = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10954},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/dataware/RasD09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RasDTW08,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska and
                  Li{-}Shiang Tsay and
                  Hanna Wasyluk},
  title        = {Association Action Rules},
  booktitle    = {Workshops Proceedings of the 8th {IEEE} International Conference on
                  Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
  pages        = {283--290},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/ICDMW.2008.66},
  doi          = {10.1109/ICDMW.2008.66},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/RasDTW08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangJR08,
  author       = {Cynthia Xin Zhang and
                  Wenxin Jiang and
                  Zbigniew W. Ras},
  title        = {Harmonic Blind Sound Source Isolation Enhanced by Spectrum Clustering},
  booktitle    = {Workshops Proceedings of the 8th {IEEE} International Conference on
                  Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
  pages        = {310--319},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/ICDMW.2008.67},
  doi          = {10.1109/ICDMW.2008.67},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/ZhangJR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TsayRI08,
  author       = {Li{-}Shiang Tsay and
                  Zbigniew W. Ras and
                  Seunghyun Im},
  title        = {Reclassification Rules},
  booktitle    = {Workshops Proceedings of the 8th {IEEE} International Conference on
                  Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
  pages        = {619--627},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/ICDMW.2008.127},
  doi          = {10.1109/ICDMW.2008.127},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/TsayRI08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/ImR08,
  author       = {Seunghyun Im and
                  Zbigniew W. Ras},
  editor       = {Aijun An and
                  Stan Matwin and
                  Zbigniew W. Ras and
                  Dominik Slezak},
  title        = {Action Rule Extraction from a Decision Table: {ARED}},
  booktitle    = {Foundations of Intelligent Systems, 17th International Symposium,
                  {ISMIS} 2008, Toronto, Canada, May 20-23, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4994},
  pages        = {160--168},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-68123-6\_18},
  doi          = {10.1007/978-3-540-68123-6\_18},
  timestamp    = {Mon, 28 Aug 2023 21:17:48 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/ImR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/TsayR08,
  author       = {Li{-}Shiang Tsay and
                  Zbigniew W. Ras},
  editor       = {Aijun An and
                  Stan Matwin and
                  Zbigniew W. Ras and
                  Dominik Slezak},
  title        = {Discovering the Concise Set of Actionable Patterns},
  booktitle    = {Foundations of Intelligent Systems, 17th International Symposium,
                  {ISMIS} 2008, Toronto, Canada, May 20-23, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4994},
  pages        = {169--178},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-68123-6\_19},
  doi          = {10.1007/978-3-540-68123-6\_19},
  timestamp    = {Thu, 25 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/TsayR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/LewisJR08,
  author       = {Rory A. Lewis and
                  Wenxin Jiang and
                  Zbigniew W. Ras},
  editor       = {Aijun An and
                  Stan Matwin and
                  Zbigniew W. Ras and
                  Dominik Slezak},
  title        = {Mining Scalar Representations in a Non-tagged Music Database},
  booktitle    = {Foundations of Intelligent Systems, 17th International Symposium,
                  {ISMIS} 2008, Toronto, Canada, May 20-23, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4994},
  pages        = {445--454},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-68123-6\_48},
  doi          = {10.1007/978-3-540-68123-6\_48},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/LewisJR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/RasD08,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska},
  editor       = {Chien{-}Chung Chan and
                  Jerzy W. Grzymala{-}Busse and
                  Wojciech Ziarko},
  title        = {Action Rules Discovery without Pre-existing Classification Rules},
  booktitle    = {Rough Sets and Current Trends in Computing, 6th International Conference,
                  {RSCTC} 2008, Akron, OH, USA, October 23-25, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5306},
  pages        = {181--190},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-88425-5\_19},
  doi          = {10.1007/978-3-540-88425-5\_19},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/RasD08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/LewisCJR08,
  author       = {Rory A. Lewis and
                  Amanda Cohen and
                  Wenxin Jiang and
                  Zbigniew W. Ras},
  editor       = {Chien{-}Chung Chan and
                  Jerzy W. Grzymala{-}Busse and
                  Wojciech Ziarko},
  title        = {Hierarchical Tree for Dissemination of Polyphonic Noise},
  booktitle    = {Rough Sets and Current Trends in Computing, 6th International Conference,
                  {RSCTC} 2008, Akron, OH, USA, October 23-25, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5306},
  pages        = {448--456},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-88425-5\_46},
  doi          = {10.1007/978-3-540-88425-5\_46},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/LewisCJR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/ImRT08,
  author       = {Seunghyun Im and
                  Zbigniew W. Ras and
                  Li{-}Shiang Tsay},
  editor       = {Guoyin Wang and
                  Tianrui Li and
                  Jerzy W. Grzymala{-}Busse and
                  Duoqian Miao and
                  Andrzej Skowron and
                  Yiyu Yao},
  title        = {Multi-granularity Classification Rule Discovery Using {ERID}},
  booktitle    = {Rough Sets and Knowledge Technology, Third International Conference,
                  {RSKT} 2008, Chengdu, China, May 17-19, 2008. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5009},
  pages        = {491--499},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-79721-0\_67},
  doi          = {10.1007/978-3-540-79721-0\_67},
  timestamp    = {Thu, 15 Jul 2021 13:46:36 +0200},
  biburl       = {https://dblp.org/rec/conf/rskt/ImRT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/WieczorkowskaKR08,
  author       = {Alicja Wieczorkowska and
                  Elzbieta Kolczynska and
                  Zbigniew W. Ras},
  editor       = {Ngoc Thanh Nguyen and
                  Radoslaw P. Katarzyniak},
  title        = {Training of Classifiers for the Recognition of Musical Instrument
                  Dominating in the Same-Pitch Mix},
  booktitle    = {New Challenges in Applied Intelligence Technologies},
  series       = {Studies in Computational Intelligence},
  volume       = {134},
  pages        = {213--222},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-79355-7\_21},
  doi          = {10.1007/978-3-540-79355-7\_21},
  timestamp    = {Thu, 16 Mar 2023 20:00:38 +0100},
  biburl       = {https://dblp.org/rec/series/sci/WieczorkowskaKR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/TsayR08,
  author       = {Li{-}Shiang Tsay and
                  Zbigniew W. Ras},
  editor       = {Tsau Young Lin and
                  Ying Xie and
                  Anita Wasilewska and
                  Churn{-}Jung Liau},
  title        = {E-Action Rules},
  booktitle    = {Data Mining: Foundations and Practice},
  series       = {Studies in Computational Intelligence},
  volume       = {118},
  pages        = {277--288},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-78488-3\_16},
  doi          = {10.1007/978-3-540-78488-3\_16},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/TsayR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/RasT08,
  author       = {Zbigniew W. Ras and
                  Li{-}Shiang Tsay},
  editor       = {Tsau Young Lin and
                  Ying Xie and
                  Anita Wasilewska and
                  Churn{-}Jung Liau},
  title        = {Mining E-Action Rules, System {DEAR}},
  booktitle    = {Data Mining: Foundations and Practice},
  series       = {Studies in Computational Intelligence},
  volume       = {118},
  pages        = {289--298},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-78488-3\_17},
  doi          = {10.1007/978-3-540-78488-3\_17},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/RasT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecml/2007mcd,
  editor       = {Zbigniew W. Ras and
                  Shusaku Tsumoto and
                  Djamel A. Zighed},
  title        = {Mining Complex Data, {ECML/PKDD} 2007 Third International Workshop,
                  {MCD} 2007, Warsaw, Poland, September 17-21, 2007, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4944},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-68416-9},
  doi          = {10.1007/978-3-540-68416-9},
  isbn         = {978-3-540-68415-2},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ecml/2007mcd.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2008,
  editor       = {Aijun An and
                  Stan Matwin and
                  Zbigniew W. Ras and
                  Dominik Slezak},
  title        = {Foundations of Intelligent Systems, 17th International Symposium,
                  {ISMIS} 2008, Toronto, Canada, May 20-23, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4994},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-68123-6},
  doi          = {10.1007/978-3-540-68123-6},
  isbn         = {978-3-540-68122-9},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/2008.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/LewisZR07,
  author       = {Rory A. Lewis and
                  Cynthia Xin Zhang and
                  Zbigniew W. Ras},
  title        = {Knowledge discovery-based identification of musical pitches and instruments
                  in polyphonic sounds},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {20},
  number       = {5},
  pages        = {637--645},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.engappai.2006.11.006},
  doi          = {10.1016/J.ENGAPPAI.2006.11.006},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eaai/LewisZR07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/ZhangR07,
  author       = {Cynthia Xin Zhang and
                  Zbigniew W. Ras},
  title        = {Sound Isolation by Harmonic Peak Partition For Music Instrument Recognition},
  journal      = {Fundam. Informaticae},
  volume       = {78},
  number       = {4},
  pages        = {613--628},
  year         = {2007},
  url          = {http://content.iospress.com/articles/fundamenta-informaticae/fi78-4-10},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/ZhangR07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/ZhangRD07,
  author       = {Cynthia Xin Zhang and
                  Zbigniew W. Ras and
                  Agnieszka Dardzinska},
  editor       = {Zbigniew W. Ras and
                  Shusaku Tsumoto and
                  Djamel A. Zighed},
  title        = {Discriminant Feature Analysis for Music Timbre Recognition and Automatic
                  Indexing},
  booktitle    = {Mining Complex Data, {ECML/PKDD} 2007 Third International Workshop,
                  {MCD} 2007, Warsaw, Poland, September 17-21, 2007, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4944},
  pages        = {104--115},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-68416-9\_9},
  doi          = {10.1007/978-3-540-68416-9\_9},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ecml/ZhangRD07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/RasWW07,
  author       = {Zbigniew W. Ras and
                  Elzbieta Wyrzykowska and
                  Hanna Wasyluk},
  editor       = {Zbigniew W. Ras and
                  Shusaku Tsumoto and
                  Djamel A. Zighed},
  title        = {{ARAS:} Action Rules Discovery Based on Agglomerative Strategy},
  booktitle    = {Mining Complex Data, {ECML/PKDD} 2007 Third International Workshop,
                  {MCD} 2007, Warsaw, Poland, September 17-21, 2007, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4944},
  pages        = {196--208},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-68416-9\_16},
  doi          = {10.1007/978-3-540-68416-9\_16},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ecml/RasWW07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/ThompsonZJR07,
  author       = {Pamela L. Thompson and
                  Cynthia Xin Zhang and
                  Wenxin Jiang and
                  Zbigniew W. Ras},
  title        = {From Mining Tinnitus Database to Tinnitus Decision-Support System,
                  Initial Study},
  booktitle    = {Proceedings of the 2007 {IEEE/WIC/ACM} International Conference on
                  Intelligent Agent Technology, Silicon Valley, CA, USA, November 2-5,
                  2007},
  pages        = {203--206},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/IAT.2007.88},
  doi          = {10.1109/IAT.2007.88},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iat/ThompsonZJR07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mue/ZhangZ07,
  author       = {Cynthia Xin Zhang and
                  Zbigniew W. Ras},
  title        = {Analysis of Sound Features for Music Timbre Recognition},
  booktitle    = {2007 International Conference on Multimedia and Ubiquitous Engineering
                  {(MUE} 2007), 26-28 April 2007, Seoul, Korea},
  pages        = {3--8},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/MUE.2007.85},
  doi          = {10.1109/MUE.2007.85},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mue/ZhangZ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mue/ImR07,
  author       = {Seunghyun Im and
                  Zbigniew W. Ras},
  title        = {Protection of Sensitive Data based on Reducts in a Distributed Knowledge
                  Discovery System},
  booktitle    = {2007 International Conference on Multimedia and Ubiquitous Engineering
                  {(MUE} 2007), 26-28 April 2007, Seoul, Korea},
  pages        = {762--766},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/MUE.2007.178},
  doi          = {10.1109/MUE.2007.178},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mue/ImR07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mue/ZhangMR07,
  author       = {Cynthia Xin Zhang and
                  Krzysztof Marasek and
                  Zbigniew W. Ras},
  title        = {Maximum Likelihood Study for Sound Pattern Separation and Recognition},
  booktitle    = {2007 International Conference on Multimedia and Ubiquitous Engineering
                  {(MUE} 2007), 26-28 April 2007, Seoul, Korea},
  pages        = {807--812},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/MUE.2007.147},
  doi          = {10.1109/MUE.2007.147},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mue/ZhangMR07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mue/LewisR07,
  author       = {Rory A. Lewis and
                  Zbigniew W. Ras},
  title        = {Rules for Processing and Manipulating Scalar Music Theory},
  booktitle    = {2007 International Conference on Multimedia and Ubiquitous Engineering
                  {(MUE} 2007), 26-28 April 2007, Seoul, Korea},
  pages        = {819--824},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/MUE.2007.184},
  doi          = {10.1109/MUE.2007.184},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mue/LewisR07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mue/WieczorkowskaRZL07,
  author       = {Alicja Wieczorkowska and
                  Zbigniew W. Ras and
                  Cynthia Xin Zhang and
                  Rory A. Lewis},
  title        = {Multi-way Hierarchic Classification of Musical Instrument Sounds},
  booktitle    = {2007 International Conference on Multimedia and Ubiquitous Engineering
                  {(MUE} 2007), 26-28 April 2007, Seoul, Korea},
  pages        = {897--902},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/MUE.2007.159},
  doi          = {10.1109/MUE.2007.159},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mue/WieczorkowskaRZL07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rseisp/RasZL07,
  author       = {Zbigniew W. Ras and
                  Cynthia Xin Zhang and
                  Rory A. Lewis},
  editor       = {Marzena Kryszkiewicz and
                  James F. Peters and
                  Henryk Rybinski and
                  Andrzej Skowron},
  title        = {{MIRAI:} Multi-hierarchical, FS-Tree Based Music Information Retrieval
                  System},
  booktitle    = {Rough Sets and Intelligent Systems Paradigms, International Conference,
                  {RSEISP} 2007, Warsaw, Poland, June 28-30, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4585},
  pages        = {80--89},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-73451-2\_10},
  doi          = {10.1007/978-3-540-73451-2\_10},
  timestamp    = {Thu, 14 Oct 2021 09:56:22 +0200},
  biburl       = {https://dblp.org/rec/conf/rseisp/RasZL07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/TzachevaR07,
  author       = {Angelina A. Tzacheva and
                  Zbigniew W. Ras},
  editor       = {Aijun An and
                  Jerzy Stefanowski and
                  Sheela Ramanna and
                  Cory J. Butz and
                  Witold Pedrycz and
                  Guoyin Wang},
  title        = {Constraint Based Action Rule Discovery with Single Classification
                  Rules},
  booktitle    = {Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 11th International
                  Conference, RSFDGrC 2007, Toronto, Canada, May 14-16, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4482},
  pages        = {322--329},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-72530-5\_38},
  doi          = {10.1007/978-3-540-72530-5\_38},
  timestamp    = {Mon, 16 Mar 2020 17:44:10 +0100},
  biburl       = {https://dblp.org/rec/conf/rsfdgrc/TzachevaR07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/RasGIT07,
  author       = {Zbigniew W. Ras and
                  Osman G{\"{u}}rdal and
                  Seunghyun Im and
                  Angelina A. Tzacheva},
  editor       = {Aijun An and
                  Jerzy Stefanowski and
                  Sheela Ramanna and
                  Cory J. Butz and
                  Witold Pedrycz and
                  Guoyin Wang},
  title        = {Data Confidentiality Versus Chase},
  booktitle    = {Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 11th International
                  Conference, RSFDGrC 2007, Toronto, Canada, May 14-16, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4482},
  pages        = {330--337},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-72530-5\_39},
  doi          = {10.1007/978-3-540-72530-5\_39},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsfdgrc/RasGIT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ethics/RasI07,
  author       = {Zbigniew W. Ras and
                  Seunghyun Im},
  editor       = {Marian Quigley},
  title        = {Data Security and Chase},
  booktitle    = {Encyclopedia of Information Ethics and Security},
  pages        = {114--120},
  publisher    = {{IGI} Global},
  year         = {2007},
  url          = {http://www.igi-global.com/Bookstore/chapter.aspx?titleid=13461},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/ethics/RasI07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/RasD06,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska},
  title        = {Solving Failing Queries through Cooperation and Collaboration},
  journal      = {World Wide Web},
  volume       = {9},
  number       = {2},
  pages        = {173--186},
  year         = {2006},
  url          = {https://doi.org/10.1007/s11280-005-3044-5},
  doi          = {10.1007/S11280-005-3044-5},
  timestamp    = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/www/RasD06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fqas/DardzinskaR06,
  author       = {Agnieszka Dardzinska and
                  Zbigniew W. Ras},
  editor       = {Henrik Legind Larsen and
                  Gabriella Pasi and
                  Daniel Ortiz Arroyo and
                  Troels Andreasen and
                  Henning Christiansen},
  title        = {Cooperative Discovery of Interesting Action Rules},
  booktitle    = {Flexible Query Answering Systems, 7th International Conference, {FQAS}
                  2006, Milan, Italy, June 7-10, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4027},
  pages        = {489--497},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11766254\_41},
  doi          = {10.1007/11766254\_41},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fqas/DardzinskaR06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsayR06,
  author       = {Li{-}Shiang Tsay and
                  Zbigniew W. Ras},
  title        = {Discovering e-action rules from incomplete information systems},
  booktitle    = {2006 {IEEE} International Conference on Granular Computing, GrC 2006,
                  Atlanta, Georgia, USA, May 10-12, 2006},
  pages        = {518--521},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/GRC.2006.1635854},
  doi          = {10.1109/GRC.2006.1635854},
  timestamp    = {Wed, 16 Oct 2019 14:14:49 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/TsayR06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/ZhangR06,
  author       = {Cynthia Xin Zhang and
                  Zbigniew W. Ras},
  title        = {Differentiated harmonic feature analysis on music information retrieval
                  for instrument recognition},
  booktitle    = {2006 {IEEE} International Conference on Granular Computing, GrC 2006,
                  Atlanta, Georgia, USA, May 10-12, 2006},
  pages        = {578--581},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/GRC.2006.1635869},
  doi          = {10.1109/GRC.2006.1635869},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/ZhangR06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iis/WieczorkowskaSR06,
  author       = {Alicja Wieczorkowska and
                  Piotr Synak and
                  Zbigniew W. Ras},
  editor       = {Mieczyslaw A. Klopotek and
                  Slawomir T. Wierzchon and
                  Krzysztof Trojanowski},
  title        = {Multi-Label Classification of Emotions in Music},
  booktitle    = {Intelligent Information Processing and Web Mining - Proceedings of
                  the International {IIS:} IIPWM'06 Conference held in Ustr{\'{o}}n,
                  Poland, June 19-22, 2006},
  series       = {Advances in Soft Computing},
  volume       = {35},
  pages        = {307--315},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/3-540-33521-8\_30},
  doi          = {10.1007/3-540-33521-8\_30},
  timestamp    = {Sat, 19 Oct 2019 20:03:33 +0200},
  biburl       = {https://dblp.org/rec/conf/iis/WieczorkowskaSR06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/LewisZR06,
  author       = {Rory A. Lewis and
                  Cynthia Xin Zhang and
                  Zbigniew W. Ras},
  editor       = {Floriana Esposito and
                  Zbigniew W. Ras and
                  Donato Malerba and
                  Giovanni Semeraro},
  title        = {Blind Signal Separation of Similar Pitches and Instruments in a Noisy
                  Polyphonic Domain},
  booktitle    = {Foundations of Intelligent Systems, 16th International Symposium,
                  {ISMIS} 2006, Bari, Italy, September 27-29, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4203},
  pages        = {228--237},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11875604\_26},
  doi          = {10.1007/11875604\_26},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/LewisZR06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/RasD06,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska},
  editor       = {Floriana Esposito and
                  Zbigniew W. Ras and
                  Donato Malerba and
                  Giovanni Semeraro},
  title        = {Action Rules Discovery, a New Simplified Strategy},
  booktitle    = {Foundations of Intelligent Systems, 16th International Symposium,
                  {ISMIS} 2006, Bari, Italy, September 27-29, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4203},
  pages        = {445--453},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11875604\_51},
  doi          = {10.1007/11875604\_51},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/RasD06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/TsayR06,
  author       = {Li{-}Shiang Tsay and
                  Zbigniew W. Ras},
  editor       = {Floriana Esposito and
                  Zbigniew W. Ras and
                  Donato Malerba and
                  Giovanni Semeraro},
  title        = {Action Rules Discovery System DEAR{\_}3},
  booktitle    = {Foundations of Intelligent Systems, 16th International Symposium,
                  {ISMIS} 2006, Bari, Italy, September 27-29, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4203},
  pages        = {483--492},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11875604\_55},
  doi          = {10.1007/11875604\_55},
  timestamp    = {Thu, 25 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/TsayR06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/DardzinskaR06,
  author       = {Agnieszka Dardzinska and
                  Zbigniew W. Ras},
  editor       = {Tsau Young Lin and
                  Setsuo Ohsuga and
                  Churn{-}Jung Liau and
                  Xiaohua Hu},
  title        = {Extracting Rules from Incomplete Decision Systems: System {ERID}},
  booktitle    = {Foundations and Novel Approaches in Data Mining},
  series       = {Studies in Computational Intelligence},
  volume       = {9},
  pages        = {143--153},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11539827\_8},
  doi          = {10.1007/11539827\_8},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/DardzinskaR06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2006,
  editor       = {Floriana Esposito and
                  Zbigniew W. Ras and
                  Donato Malerba and
                  Giovanni Semeraro},
  title        = {Foundations of Intelligent Systems, 16th International Symposium,
                  {ISMIS} 2006, Bari, Italy, September 27-29, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4203},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11875604},
  doi          = {10.1007/11875604},
  isbn         = {3-540-45764-X},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/2006.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/Ras05,
  author       = {Zbigniew W. Ras},
  title        = {Preface to special issue on knowledge discovery: Dedicated to Jan
                  M. Zytkow},
  journal      = {Int. J. Intell. Syst.},
  volume       = {20},
  number       = {7},
  pages        = {669--671},
  year         = {2005},
  url          = {https://doi.org/10.1002/int.20089},
  doi          = {10.1002/INT.20089},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijis/Ras05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/TzachevaR05,
  author       = {Angelina A. Tzacheva and
                  Zbigniew W. Ras},
  title        = {Action rules mining},
  journal      = {Int. J. Intell. Syst.},
  volume       = {20},
  number       = {7},
  pages        = {719--736},
  year         = {2005},
  url          = {https://doi.org/10.1002/int.20092},
  doi          = {10.1002/INT.20092},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijis/TzachevaR05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetai/Ras05,
  author       = {Zbigniew W. Ras},
  title        = {Knowledge discovery: dedicated to Jan M. Zytkow},
  journal      = {J. Exp. Theor. Artif. Intell.},
  volume       = {17},
  number       = {1-2},
  pages        = {1--3},
  year         = {2005},
  url          = {https://doi.org/10.1080/09528130512331315909},
  doi          = {10.1080/09528130512331315909},
  timestamp    = {Thu, 18 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jetai/Ras05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetai/TsayR05,
  author       = {Li{-}Shiang Tsay and
                  Zbigniew W. Ras},
  title        = {Action rules discovery: system DEAR2, method and experiments},
  journal      = {J. Exp. Theor. Artif. Intell.},
  volume       = {17},
  number       = {1-2},
  pages        = {119--128},
  year         = {2005},
  url          = {https://doi.org/10.1080/09528130512331315855},
  doi          = {10.1080/09528130512331315855},
  timestamp    = {Thu, 18 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jetai/TsayR05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/RasTTG05,
  author       = {Zbigniew W. Ras and
                  Angelina A. Tzacheva and
                  Li{-}Shiang Tsay and
                  Osman G{\"{u}}rdal},
  editor       = {Andrzej Skowron and
                  Jean{-}Paul A. Barth{\`{e}}s and
                  Lakhmi C. Jain and
                  Ron Sun and
                  Pierre Morizet{-}Mahoudeaux and
                  Jiming Liu and
                  Ning Zhong},
  title        = {Mining for Interesting Action Rules},
  booktitle    = {Proceedings of the 2005 {IEEE/WIC/ACM} International Conference on
                  Intelligent Agent Technology, Compiegne, France, September 19-22,
                  2005},
  pages        = {187--193},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/IAT.2005.98},
  doi          = {10.1109/IAT.2005.98},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iat/RasTTG05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iis/WieczorkowskaSLR05,
  author       = {Alicja Wieczorkowska and
                  Piotr Synak and
                  Rory A. Lewis and
                  Zbigniew W. Ras},
  editor       = {Mieczyslaw A. Klopotek and
                  Slawomir T. Wierzchon and
                  Krzysztof Trojanowski},
  title        = {Creating Reliable Database for Experiments on Extracting Emotions
                  from Music},
  booktitle    = {Intelligent Information Processing and Web Mining, Proceedings of
                  the International {IIS:} IIPWM'05 Conference held in Gdansk, Poland,
                  June 13-16, 2005},
  series       = {Advances in Soft Computing},
  volume       = {31},
  pages        = {395--402},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/3-540-32392-9\_41},
  doi          = {10.1007/3-540-32392-9\_41},
  timestamp    = {Sat, 19 Oct 2019 20:03:32 +0200},
  biburl       = {https://dblp.org/rec/conf/iis/WieczorkowskaSLR05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iis/LewisR05,
  author       = {Rory A. Lewis and
                  Zbigniew W. Ras},
  editor       = {Mieczyslaw A. Klopotek and
                  Slawomir T. Wierzchon and
                  Krzysztof Trojanowski},
  title        = {Innertron: New Methodology of Facial Recognition, Part {I}},
  booktitle    = {Intelligent Information Processing and Web Mining, Proceedings of
                  the International {IIS:} IIPWM'05 Conference held in Gdansk, Poland,
                  June 13-16, 2005},
  series       = {Advances in Soft Computing},
  volume       = {31},
  pages        = {615--624},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/3-540-32392-9\_74},
  doi          = {10.1007/3-540-32392-9\_74},
  timestamp    = {Tue, 14 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iis/LewisR05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iis/LewisR05a,
  author       = {Rory A. Lewis and
                  Zbigniew W. Ras},
  editor       = {Mieczyslaw A. Klopotek and
                  Slawomir T. Wierzchon and
                  Krzysztof Trojanowski},
  title        = {Innertron: New Methodology of Facial Recognition, Part {II}},
  booktitle    = {Intelligent Information Processing and Web Mining, Proceedings of
                  the International {IIS:} IIPWM'05 Conference held in Gdansk, Poland,
                  June 13-16, 2005},
  series       = {Advances in Soft Computing},
  volume       = {31},
  pages        = {625--632},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/3-540-32392-9\_75},
  doi          = {10.1007/3-540-32392-9\_75},
  timestamp    = {Tue, 14 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iis/LewisR05a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/RasD05,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska},
  editor       = {Mohand{-}Said Hacid and
                  Neil V. Murray and
                  Zbigniew W. Ras and
                  Shusaku Tsumoto},
  title        = {Failing Queries in Distributed Autonomous Information System},
  booktitle    = {Foundations of Intelligent Systems, 15th International Symposium,
                  {ISMIS} 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3488},
  pages        = {152--160},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11425274\_16},
  doi          = {10.1007/11425274\_16},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/RasD05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/WieczorkowskaSLR05,
  author       = {Alicja Wieczorkowska and
                  Piotr Synak and
                  Rory A. Lewis and
                  Zbigniew W. Ras},
  editor       = {Mohand{-}Said Hacid and
                  Neil V. Murray and
                  Zbigniew W. Ras and
                  Shusaku Tsumoto},
  title        = {Extracting Emotions from Music Data},
  booktitle    = {Foundations of Intelligent Systems, 15th International Symposium,
                  {ISMIS} 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3488},
  pages        = {456--465},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11425274\_47},
  doi          = {10.1007/11425274\_47},
  timestamp    = {Thu, 25 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/WieczorkowskaSLR05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/RasDG05,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska and
                  Osman G{\"{u}}rdal},
  editor       = {Dominik Slezak and
                  Jingtao Yao and
                  James F. Peters and
                  Wojciech Ziarko and
                  Xiaohua Hu},
  title        = {Knowledge Discovery Based Query Answering in Hierarchical Information
                  Systems},
  booktitle    = {Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 10th
                  International Conference, RSFDGrC 2005, Regina, Canada, August 31
                  - September 3, 2005, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3642},
  pages        = {221--230},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11548706\_24},
  doi          = {10.1007/11548706\_24},
  timestamp    = {Fri, 09 Apr 2021 17:11:11 +0200},
  biburl       = {https://dblp.org/rec/conf/rsfdgrc/RasDG05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/ImR05,
  author       = {Seunghyun Im and
                  Zbigniew W. Ras},
  editor       = {Dominik Slezak and
                  Jingtao Yao and
                  James F. Peters and
                  Wojciech Ziarko and
                  Xiaohua Hu},
  title        = {Ensuring Data Security Against Knowledge Discovery in Distributed
                  Information Systems},
  booktitle    = {Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 10th
                  International Conference, RSFDGrC 2005, Regina, Canada, August 31
                  - September 3, 2005, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3642},
  pages        = {548--557},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11548706\_58},
  doi          = {10.1007/11548706\_58},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsfdgrc/ImR05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2005,
  editor       = {Mohand{-}Said Hacid and
                  Neil V. Murray and
                  Zbigniew W. Ras and
                  Shusaku Tsumoto},
  title        = {Foundations of Intelligent Systems, 15th International Symposium,
                  {ISMIS} 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3488},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/b136302},
  doi          = {10.1007/B136302},
  isbn         = {3-540-25878-7},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/2005.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/RasDL04,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska and
                  Xingzhen Liu},
  title        = {System ADReD for discovering rules based on hyperplanes},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {17},
  number       = {4},
  pages        = {401--406},
  year         = {2004},
  url          = {https://doi.org/10.1016/j.engappai.2004.04.013},
  doi          = {10.1016/J.ENGAPPAI.2004.04.013},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eaai/RasDL04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/RaD04,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska},
  title        = {Ontology-based distributed autonomous knowledge systems},
  journal      = {Inf. Syst.},
  volume       = {29},
  number       = {1},
  pages        = {47--58},
  year         = {2004},
  url          = {https://doi.org/10.1016/S0306-4379(03)00033-4},
  doi          = {10.1016/S0306-4379(03)00033-4},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/is/RaD04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fqas/RasD04,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska},
  editor       = {Henning Christiansen and
                  Mohand{-}Said Hacid and
                  Troels Andreasen and
                  Henrik Legind Larsen},
  title        = {Query Answering Based on Collaboration and Chase},
  booktitle    = {Flexible Query Answering Systems, 6th International Conference, {FQAS}
                  2004, Lyon, France, June 24-26, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3055},
  pages        = {125--136},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-25957-2\_11},
  doi          = {10.1007/978-3-540-25957-2\_11},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fqas/RasD04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iis/TsayandRW04,
  author       = {Li{-}Shiang Tsay and
                  Zbigniew W. Ras and
                  Alicja Wieczorkowska},
  editor       = {Mieczyslaw A. Klopotek and
                  Slawomir T. Wierzchon and
                  Krzysztof Trojanowski},
  title        = {Tree-based Algorithm for Discovering Extended Action-Rules (System
                  {DEAR2)}},
  booktitle    = {Intelligent Information Processing and Web Mining, Proceedings of
                  the International {IIS:} IIPWM'04 Conference held in Zakopane, Poland,
                  May 17-20, 2004},
  series       = {Advances in Soft Computing},
  pages        = {459--464},
  publisher    = {Springer},
  year         = {2004},
  timestamp    = {Tue, 13 Jul 2004 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iis/TsayandRW04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iis/RasDL04,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska and
                  Xingzhen Liu},
  editor       = {Mieczyslaw A. Klopotek and
                  Slawomir T. Wierzchon and
                  Krzysztof Trojanowski},
  title        = {Rule Discovery by Axes-Driven Hyperplanes Construction},
  booktitle    = {Intelligent Information Processing and Web Mining, Proceedings of
                  the International {IIS:} IIPWM'04 Conference held in Zakopane, Poland,
                  May 17-20, 2004},
  series       = {Advances in Soft Computing},
  pages        = {535--543},
  publisher    = {Springer},
  year         = {2004},
  timestamp    = {Fri, 09 Jul 2004 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iis/RasDL04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/imtci/WieczorkowskaR04,
  author       = {Alicja Wieczorkowska and
                  Zbigniew W. Ras},
  editor       = {Leonard Bolc and
                  Zbigniew Michalewicz and
                  Toyoaki Nishida},
  title        = {Do We Need Automatic Indexing of Musical Instruments?},
  booktitle    = {Intelligent Media Technology for Communicative Intelligence, Second
                  International Workshop, {IMTCI} 2004, Warsaw, Poland, September 13-14,
                  2004, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {3490},
  pages        = {239--245},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/11558637\_24},
  doi          = {10.1007/11558637\_24},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/imtci/WieczorkowskaR04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msras/RasD04,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska},
  editor       = {Barbara Dunin{-}Keplicz and
                  Andrzej Jankowski and
                  Andrzej Skowron and
                  Marcin S. Szczuka},
  title        = {Data Security and Null Value Imputation in Distributed Information
                  Systems},
  booktitle    = {Monitoring, Security, and Rescue Techniques in Multiagent Systems,
                  {MSRAS} 2004, Plock, Poland, June 7-9, 2004},
  series       = {Advances in Soft Computing},
  volume       = {28},
  pages        = {133--146},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/3-540-32370-8\_9},
  doi          = {10.1007/3-540-32370-8\_9},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/msras/RasD04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msras/RasT04,
  author       = {Zbigniew W. Ras and
                  Angelina A. Tzacheva},
  editor       = {Barbara Dunin{-}Keplicz and
                  Andrzej Jankowski and
                  Andrzej Skowron and
                  Marcin S. Szczuka},
  title        = {In Search for Action Rules of the Lowest Cost},
  booktitle    = {Monitoring, Security, and Rescue Techniques in Multiagent Systems,
                  {MSRAS} 2004, Plock, Poland, June 7-9, 2004},
  series       = {Advances in Soft Computing},
  volume       = {28},
  pages        = {261--272},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/3-540-32370-8\_19},
  doi          = {10.1007/3-540-32370-8\_19},
  timestamp    = {Tue, 14 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/msras/RasT04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/LiuZYR03,
  author       = {Jiming Liu and
                  Ning Zhong and
                  Yiyu Yao and
                  Zbigniew W. Ras},
  title        = {The Wisdom Web: New Challenges for Web Intelligence {(WI)}},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {20},
  number       = {1},
  pages        = {5--9},
  year         = {2003},
  url          = {https://doi.org/10.1023/A:1020945620934},
  doi          = {10.1023/A:1020945620934},
  timestamp    = {Thu, 20 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/LiuZYR03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/WieczorkowskaR03,
  author       = {Alicja Wieczorkowska and
                  Zbigniew W. Ras},
  title        = {Editorial: Music Information Retrieval},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {21},
  number       = {1},
  pages        = {5--8},
  year         = {2003},
  url          = {https://doi.org/10.1023/A:1023543016136},
  doi          = {10.1023/A:1023543016136},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/WieczorkowskaR03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amining/DardzinskaR03,
  author       = {Agnieszka Dardzinska and
                  Zbigniew W. Ras},
  editor       = {Shusaku Tsumoto and
                  Takahira Yamaguchi and
                  Masayuki Numao and
                  Hiroshi Motoda},
  title        = {CHASE\({}_{\mbox{2}}\) - Rule Based Chase Algorithm for Information
                  Systems of Type lambda},
  booktitle    = {Active Mining, Second International Workshop, {AM} 2003, Maebashi,
                  Japan, October 28, 2003, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {3430},
  pages        = {255--267},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/11423270\_14},
  doi          = {10.1007/11423270\_14},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/amining/DardzinskaR03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/TzachevaR03,
  author       = {Angelina A. Tzacheva and
                  Zbigniew W. Ras},
  editor       = {Ingrid Russell and
                  Susan M. Haller},
  title        = {Discovering Non-Standard Semantics of Semi-Stable Attributes},
  booktitle    = {Proceedings of the Sixteenth International Florida Artificial Intelligence
                  Research Society Conference, May 12-14, 2003, St. Augustine, Florida,
                  {USA}},
  pages        = {330--335},
  publisher    = {{AAAI} Press},
  year         = {2003},
  url          = {http://www.aaai.org/Library/FLAIRS/2003/flairs03-064.php},
  timestamp    = {Wed, 26 Oct 2022 08:35:31 +0200},
  biburl       = {https://dblp.org/rec/conf/flairs/TzachevaR03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iis/RasT03,
  author       = {Zbigniew W. Ras and
                  Li{-}Shiang Tsay},
  editor       = {Mieczyslaw A. Klopotek and
                  Slawomir T. Wierzchon and
                  Krzysztof Trojanowski},
  title        = {Discovering Extended Action-Rules (System {DEAR)}},
  booktitle    = {Intelligent Information Processing and Web Mining, Proceedings of
                  the International {IIS:} IIPWM'03 Conference held in Zakopane, Poland,
                  June 2-5, 2003},
  series       = {Advances in Soft Computing},
  pages        = {293--300},
  publisher    = {Springer},
  year         = {2003},
  timestamp    = {Tue, 13 Jul 2004 12:32:09 +0200},
  biburl       = {https://dblp.org/rec/conf/iis/RasT03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iis/RasT03a,
  author       = {Zbigniew W. Ras and
                  Angelina A. Tzacheva},
  editor       = {Mieczyslaw A. Klopotek and
                  Slawomir T. Wierzchon and
                  Krzysztof Trojanowski},
  title        = {Discovering Semantic Inconsistencies to Improve Action Rules Mining},
  booktitle    = {Intelligent Information Processing and Web Mining, Proceedings of
                  the International {IIS:} IIPWM'03 Conference held in Zakopane, Poland,
                  June 2-5, 2003},
  series       = {Advances in Soft Computing},
  pages        = {301--310},
  publisher    = {Springer},
  year         = {2003},
  timestamp    = {Tue, 13 Jul 2004 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iis/RasT03a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/WieczorkowskaRT03,
  author       = {Alicja Wieczorkowska and
                  Zbigniew W. Ras and
                  Li{-}Shiang Tsay},
  editor       = {Ning Zhong and
                  Zbigniew W. Ras and
                  Shusaku Tsumoto and
                  Einoshin Suzuki},
  title        = {Representing Audio Data by FS-Trees and Adaptable TV-Trees},
  booktitle    = {Foundations of Intelligent Systems, 14th International Symposium,
                  {ISMIS} 2003, Maebashi City, Japan, October 28-31, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2871},
  pages        = {135--142},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/978-3-540-39592-8\_19},
  doi          = {10.1007/978-3-540-39592-8\_19},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/WieczorkowskaRT03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2003,
  editor       = {Ning Zhong and
                  Zbigniew W. Ras and
                  Shusaku Tsumoto and
                  Einoshin Suzuki},
  title        = {Foundations of Intelligent Systems, 14th International Symposium,
                  {ISMIS} 2003, Maebashi City, Japan, October 28-31, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2871},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/b14019},
  doi          = {10.1007/B14019},
  isbn         = {3-540-20256-0},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/2003.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/RasG02,
  author       = {Zbigniew W. Ras and
                  Shishir Gupta},
  title        = {Global Action Rules in Distributed Knowledge Systems},
  journal      = {Fundam. Informaticae},
  volume       = {51},
  number       = {1-2},
  pages        = {175--184},
  year         = {2002},
  url          = {http://content.iospress.com/articles/fundamenta-informaticae/fi51-1-2-11},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/RasG02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/Ras02,
  author       = {Zbigniew W. Ras},
  title        = {Reducts-driven query answering for distributed autonomous knowledge
                  systems},
  journal      = {Int. J. Intell. Syst.},
  volume       = {17},
  number       = {2},
  pages        = {113--124},
  year         = {2002},
  url          = {https://doi.org/10.1002/int.10011},
  doi          = {10.1002/INT.10011},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijis/Ras02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/RasD02,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska},
  title        = {Handling Semantic Inconsistencies in Query Answering Based on Distributed
                  Knowledge Mining},
  journal      = {Int. J. Pattern Recognit. Artif. Intell.},
  volume       = {16},
  number       = {8},
  pages        = {1087--1100},
  year         = {2002},
  url          = {https://doi.org/10.1142/S0218001402002167},
  doi          = {10.1142/S0218001402002167},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijprai/RasD02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iis/RasG02,
  author       = {Zbigniew W. Ras and
                  Shishir Gupta},
  editor       = {Mieczyslaw A. Klopotek and
                  Slawomir T. Wierzchon and
                  Maciej Michalewicz},
  title        = {Action-rules, Re-classification of Objects and E-commerce},
  booktitle    = {Intelligent Information Systems 2002, Proceedings of the IIS'2002
                  Symposium, Sopot, Poland, June 3-6, 2002},
  series       = {Advances in Soft Computing},
  pages        = {101--108},
  publisher    = {Physica-Verlag},
  year         = {2002},
  timestamp    = {Fri, 14 Feb 2003 11:09:20 +0100},
  biburl       = {https://dblp.org/rec/conf/iis/RasG02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/RasD02,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska},
  editor       = {Mohand{-}Said Hacid and
                  Zbigniew W. Ras and
                  Djamel A. Zighed and
                  Yves Kodratoff},
  title        = {Handling Semantic Inconsistencies in Distributed Knowledge Systems
                  Using Ontologies},
  booktitle    = {Foundations of Intelligent Systems, 13th International Symposium,
                  {ISMIS} 2002, Lyon, France, June 27-29, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2366},
  pages        = {66--74},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-48050-1\_9},
  doi          = {10.1007/3-540-48050-1\_9},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/RasD02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/RasD02,
  author       = {Zbigniew W. Ras and
                  Agnieszka Dardzinska},
  editor       = {James J. Alpigini and
                  James F. Peters and
                  Jacek Skowronek and
                  Ning Zhong},
  title        = {Collaborative Query Processing in {DKS} Controlled by Reducts},
  booktitle    = {Rough Sets and Current Trends in Computing, Third International Conference,
                  {RSCTC} 2002, Malvern, PA, USA, October 14-16, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2475},
  pages        = {189--196},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-45813-1\_24},
  doi          = {10.1007/3-540-45813-1\_24},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/RasD02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2002,
  editor       = {Mohand{-}Said Hacid and
                  Zbigniew W. Ras and
                  Djamel A. Zighed and
                  Yves Kodratoff},
  title        = {Foundations of Intelligent Systems, 13th International Symposium,
                  {ISMIS} 2002, Lyon, France, June 27-29, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2366},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-48050-1},
  doi          = {10.1007/3-540-48050-1},
  isbn         = {3-540-43785-1},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/2002.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iis/Ras01,
  author       = {Zbigniew W. Ras},
  editor       = {Mieczyslaw A. Klopotek and
                  Maciej Michalewicz and
                  Slawomir T. Wierzchon},
  title        = {The Role of Support and Confidence in Collaborative Query Answering},
  booktitle    = {Intelligent Information Systems 2001, Proceedings of the International
                  Symposium "Intelligent Information Systems X", June 18-22, 2001, Zakopane,
                  Poland},
  series       = {Advances in Soft Computing},
  pages        = {221--226},
  publisher    = {Physica-Verlag},
  year         = {2001},
  timestamp    = {Fri, 14 Feb 2003 11:09:17 +0100},
  biburl       = {https://dblp.org/rec/conf/iis/Ras01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/WieczorkowskaR01,
  author       = {Alicja Wieczorkowska and
                  Zbigniew W. Ras},
  editor       = {Ning Zhong and
                  Yiyu Yao and
                  Jiming Liu and
                  Setsuo Ohsuga},
  title        = {Audio Content Description in Sound Databases},
  booktitle    = {Web Intelligence: Research and Development, First Asia-Pacific Conference,
                  {WI} 2001, Maebashi City, Japan, October 23-26, 2001, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2198},
  pages        = {175--183},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-45490-X\_20},
  doi          = {10.1007/3-540-45490-X\_20},
  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},
  biburl       = {https://dblp.org/rec/conf/webi/WieczorkowskaR01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/RasS00,
  author       = {Zbigniew W. Ras and
                  Andrzej Skowron},
  title        = {Introduction},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {14},
  number       = {2-3},
  pages        = {83--84},
  year         = {2000},
  url          = {https://doi.org/10.1023/A:1008746700192},
  doi          = {10.1023/A:1008746700192},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/RasS00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/RasZ00,
  author       = {Zbigniew W. Ras and
                  Jan M. Zytkow},
  title        = {Mining for Attribute Definitions in a Distributed Two-Layered {DB}
                  System},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {14},
  number       = {2-3},
  pages        = {115--130},
  year         = {2000},
  url          = {https://doi.org/10.1023/A:1008779617939},
  doi          = {10.1023/A:1008779617939},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/RasZ00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fqas/Ras00,
  author       = {Zbigniew W. Ras},
  editor       = {Henrik Legind Larsen and
                  Troels Andreasen and
                  Henning Christiansen and
                  Janusz Kacprzyk and
                  Slawomir Zadrozny},
  title        = {Query Answering in {DAKS} Based on Reducts},
  booktitle    = {Flexible Query Answering Systems - Recent Advances Proceedings of
                  the Fourth International Conference on Flexible Query Answering Systems,
                  {FQAS} 2000, Warsaw, Poland, October 25-28, 2000},
  series       = {Advances in Soft Computing},
  volume       = {7},
  pages        = {117--127},
  publisher    = {Physica-Verlag Heidelberg New York, {A} Springer-Verlag Company},
  year         = {2000},
  url          = {https://doi.org/10.1007/978-3-7908-1834-5\_11},
  doi          = {10.1007/978-3-7908-1834-5\_11},
  timestamp    = {Thu, 08 Jun 2017 18:10:44 +0200},
  biburl       = {https://dblp.org/rec/conf/fqas/Ras00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iis/RasW00,
  author       = {Zbigniew W. Ras and
                  Alicja Wieczorkowska},
  editor       = {Mieczyslaw A. Klopotek and
                  Maciej Michalewicz and
                  Slawomir T. Wierzchon},
  title        = {Mining for Action-Rules in Large Decision Tables Classifying Customers},
  booktitle    = {Intelligent Information Systems, Proceedings of the IIS'2000 Symposium,
                  June 12-16, 2000, Bystra, Poland},
  series       = {Advances in Soft Computing},
  pages        = {55--63},
  publisher    = {Physica-Verlag},
  year         = {2000},
  timestamp    = {Fri, 14 Feb 2003 11:09:12 +0100},
  biburl       = {https://dblp.org/rec/conf/iis/RasW00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/ZytkowR00,
  author       = {Jan M. Zytkow and
                  Zbigniew W. Ras},
  editor       = {Zbigniew W. Ras and
                  Setsuo Ohsuga},
  title        = {Foundations and Discovery of Operational Definitions},
  booktitle    = {Foundations of Intelligent Systems, 12th International Symposium,
                  {ISMIS} 2000, Charlotte, NC, USA, October 11-14, 2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1932},
  pages        = {582--590},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-39963-1\_61},
  doi          = {10.1007/3-540-39963-1\_61},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/ZytkowR00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RasW00,
  author       = {Zbigniew W. Ras and
                  Alicja Wieczorkowska},
  editor       = {Djamel A. Zighed and
                  Henryk Jan Komorowski and
                  Jan M. Zytkow},
  title        = {Action-Rules: How to Increase Profit of a Company},
  booktitle    = {Principles of Data Mining and Knowledge Discovery, 4th European Conference,
                  {PKDD} 2000, Lyon, France, September 13-16, 2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1910},
  pages        = {587--592},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-45372-5\_70},
  doi          = {10.1007/3-540-45372-5\_70},
  timestamp    = {Mon, 05 Feb 2024 20:31:27 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/RasW00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2000,
  editor       = {Zbigniew W. Ras and
                  Setsuo Ohsuga},
  title        = {Foundations of Intelligent Systems, 12th International Symposium,
                  {ISMIS} 2000, Charlotte, NC, USA, October 11-14, 2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1932},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-39963-1},
  doi          = {10.1007/3-540-39963-1},
  isbn         = {3-540-41094-5},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/2000.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/ZytkowR99,
  author       = {Jan M. Zytkow and
                  Zbigniew W. Ras},
  editor       = {Belur V. Dasarathy},
  title        = {Mining distributed databases for attribute definitions},
  booktitle    = {Data Mining and Knowledge Discovery: Theory, Tools, and Technology
                  I, Orlando, FL, USA, April 5, 1999},
  series       = {{SPIE} Proceedings},
  volume       = {3695},
  pages        = {171--178},
  publisher    = {{SPIE}},
  year         = {1999},
  url          = {https://doi.org/10.1117/12.339980},
  doi          = {10.1117/12.339980},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/ZytkowR99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/RasZ99,
  author       = {Zbigniew W. Ras and
                  Jan M. Zytkow},
  editor       = {Ning Zhong and
                  Lizhu Zhou},
  title        = {Discovery of Equations and the Shared Operational Semantics in Distributed
                  Autonomous Databases},
  booktitle    = {Methodologies for Knowledge Discovery and Data Mining, Third Pacific-Asia
                  Conference, PAKDD-99, Beijing, China, April 26-28, 1999, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1574},
  pages        = {453--463},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/3-540-48912-6\_60},
  doi          = {10.1007/3-540-48912-6\_60},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/RasZ99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Ras99,
  author       = {Zbigniew W. Ras},
  editor       = {Jan M. Zytkow and
                  Jan Rauch},
  title        = {Discovering Rules in Information Trees},
  booktitle    = {Principles of Data Mining and Knowledge Discovery, Third European
                  Conference, {PKDD} '99, Prague, Czech Republic, September 15-18, 1999,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1704},
  pages        = {518--523},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/978-3-540-48247-5\_67},
  doi          = {10.1007/978-3-540-48247-5\_67},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/Ras99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/1999,
  editor       = {Zbigniew W. Ras and
                  Andrzej Skowron},
  title        = {Foundations of Intelligent Systems, 11th International Symposium,
                  {ISMIS} '99, Warsaw, Poland, June 8-11, 1999, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1609},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/BFb0095085},
  doi          = {10.1007/BFB0095085},
  isbn         = {3-540-65965-X},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/1999.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisc/RasZ98,
  author       = {Zbigniew W. Ras and
                  Jiyun Zheng},
  editor       = {Jacques Calmet and
                  Jan A. Plaza},
  title        = {Knowledge Discovery Objects and Queries in Distributed Knowledge Systems},
  booktitle    = {Artificial Intelligence and Symbolic Computation, International Conference
                  AISC'98, Plattsburgh, New York, USA, September 16-18, 1998, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1476},
  pages        = {259--269},
  publisher    = {Springer},
  year         = {1998},
  url          = {https://doi.org/10.1007/BFb0055918},
  doi          = {10.1007/BFB0055918},
  timestamp    = {Tue, 14 May 2019 10:00:52 +0200},
  biburl       = {https://dblp.org/rec/conf/aisc/RasZ98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/Ras98,
  author       = {Zbigniew W. Ras},
  editor       = {Lech Polkowski and
                  Andrzej Skowron},
  title        = {Handling Queries in Incomplete {CKBS} through Knowledge Discovery},
  booktitle    = {Rough Sets and Current Trends in Computing, First International Conference,
                  RSCTC'98, Warsaw, Poland, June 22-26, 1998, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1424},
  pages        = {194--201},
  publisher    = {Springer},
  year         = {1998},
  url          = {https://doi.org/10.1007/3-540-69115-4\_27},
  doi          = {10.1007/3-540-69115-4\_27},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/Ras98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/RasJ97,
  author       = {Zbigniew W. Ras and
                  Sucheta Joshi},
  title        = {Query Approximate Answering System for an Incomplete {DKBS}},
  journal      = {Fundam. Informaticae},
  volume       = {30},
  number       = {3/4},
  pages        = {313--324},
  year         = {1997},
  url          = {https://doi.org/10.3233/FI-1997-303407},
  doi          = {10.3233/FI-1997-303407},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/RasJ97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Ras97,
  author       = {Zbigniew W. Ras},
  title        = {Collaboration Control in Distributed Knowledge-Based Systems},
  journal      = {Inf. Sci.},
  volume       = {96},
  number       = {3{\&}4},
  pages        = {193--205},
  year         = {1997},
  url          = {https://doi.org/10.1016/S0020-0255(96)00190-9},
  doi          = {10.1016/S0020-0255(96)00190-9},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/Ras97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/1997,
  editor       = {Zbigniew W. Ras and
                  Andrzej Skowron},
  title        = {Foundations of Intelligent Systems, 10th International Symposium,
                  {ISMIS} '97, Charlotte, North Carolina, USA, October 15-18, 1997,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1325},
  publisher    = {Springer},
  year         = {1997},
  url          = {https://doi.org/10.1007/3-540-63614-5},
  doi          = {10.1007/3-540-63614-5},
  isbn         = {3-540-63614-5},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/1997.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iasc/Ras96,
  author       = {Zbigniew W. Ras},
  title        = {Cooperative Knowledge-Based Systems},
  journal      = {Intell. Autom. Soft Comput.},
  volume       = {2},
  number       = {2},
  pages        = {193--201},
  year         = {1996},
  url          = {https://doi.org/10.1080/10798587.1996.10750667},
  doi          = {10.1080/10798587.1996.10750667},
  timestamp    = {Fri, 26 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/iasc/Ras96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/1996,
  editor       = {Zbigniew W. Ras and
                  Maciej Michalewicz},
  title        = {Foundations of Intelligent Systems, 9th International Symposium, {ISMIS}
                  '96, Zakopane, Poland, June 9-13, 1996, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1079},
  publisher    = {Springer},
  year         = {1996},
  url          = {https://doi.org/10.1007/3-540-61286-6},
  doi          = {10.1007/3-540-61286-6},
  isbn         = {3-540-61286-6},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/1996.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/KomorowskiR94,
  author       = {Henryk Jan Komorowski and
                  Zbigniew W. Ras},
  title        = {Guest Editors' Preface - Selected Papers from the ISMIS'93 Symposium},
  journal      = {Fundam. Informaticae},
  volume       = {21},
  number       = {3},
  pages        = {161--162},
  year         = {1994},
  url          = {https://doi.org/10.3233/FI-1994-2136},
  doi          = {10.3233/FI-1994-2136},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/KomorowskiR94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/1994,
  editor       = {Zbigniew W. Ras and
                  Maria Zemankova},
  title        = {Methodologies for Intelligent Systems, 8th International Symposium,
                  {ISMIS} '94, Charlotte, North Carolina, USA, October 16-19, 1994,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {869},
  publisher    = {Springer},
  year         = {1994},
  url          = {https://doi.org/10.1007/3-540-58495-1},
  doi          = {10.1007/3-540-58495-1},
  isbn         = {3-540-58495-1},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/1994.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/1993,
  editor       = {Henryk Jan Komorowski and
                  Zbigniew W. Ras},
  title        = {Methodologies for Intelligent Systems, 7th International Symposium,
                  {ISMIS} '93, Trondheim, Norway, June 15-18, 1993, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {689},
  publisher    = {Springer},
  year         = {1993},
  url          = {https://doi.org/10.1007/3-540-56804-2},
  doi          = {10.1007/3-540-56804-2},
  isbn         = {3-540-56804-2},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/1993.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/Ras91,
  author       = {Zbigniew W. Ras},
  title        = {Query processing in distributed information systems},
  journal      = {Fundam. Informaticae},
  volume       = {15},
  number       = {3-4},
  pages        = {381--397},
  year         = {1991},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/Ras91.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/RasX91,
  author       = {Zbigniew W. Ras and
                  Jing Xiao},
  editor       = {Zbigniew W. Ras and
                  Maria Zemankova},
  title        = {A Model of Information Sharing for Fault-Tolerant Flexible Manufacturing
                  Systems},
  booktitle    = {Methodologies for Intelligent Systems, 6th International Symposium,
                  {ISMIS} '91, Charlotte, N.C., USA, October 16-19, 1991, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {542},
  pages        = {213--225},
  publisher    = {Springer},
  year         = {1991},
  url          = {https://doi.org/10.1007/3-540-54563-8\_85},
  doi          = {10.1007/3-540-54563-8\_85},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/RasX91.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/1991,
  editor       = {Zbigniew W. Ras and
                  Maria Zemankova},
  title        = {Methodologies for Intelligent Systems, 6th International Symposium,
                  {ISMIS} '91, Charlotte, N.C., USA, October 16-19, 1991, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {542},
  publisher    = {Springer},
  year         = {1991},
  url          = {https://doi.org/10.1007/3-540-54563-8},
  doi          = {10.1007/3-540-54563-8},
  isbn         = {3-540-54563-8},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/1991.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismvl/Ras90,
  author       = {Zbigniew W. Ras},
  title        = {Fault-Recovery and Intelligent Distributed System},
  booktitle    = {Proceedings of the 20th International Symposium on Multiple-Valued
                  Logic, {ISMVL} 1990, Charlotte, NC, USA, May 23-25, 1990},
  pages        = {372--377},
  publisher    = {{IEEE} Computer Society},
  year         = {1990},
  url          = {https://doi.org/10.1109/ISMVL.1990.122650},
  doi          = {10.1109/ISMVL.1990.122650},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ismvl/Ras90.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RasZ89,
  author       = {Zbigniew W. Ras and
                  Maria Zemankova},
  editor       = {Alberto Maria Segre},
  title        = {Imprecise Concept Learning within a Growing Language},
  booktitle    = {Proceedings of the Sixth International Workshop on Machine Learning
                  {(ML} 1989), Cornell University, Ithaca, New York, USA, June 26-27,
                  1989},
  pages        = {314--319},
  publisher    = {Morgan Kaufmann},
  year         = {1989},
  timestamp    = {Thu, 05 Dec 2002 12:38:01 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/RasZ89.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/ChenRS88,
  author       = {Keh{-}Hsun Chen and
                  Zbigniew W. Ras and
                  Andrzej Skowron},
  title        = {Attributes and rough properties in information systems},
  journal      = {Int. J. Approx. Reason.},
  volume       = {2},
  number       = {4},
  pages        = {365--376},
  year         = {1988},
  url          = {https://doi.org/10.1016/0888-613X(88)90110-7},
  doi          = {10.1016/0888-613X(88)90110-7},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijar/ChenRS88.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/RasZ88,
  author       = {Zbigniew W. Ras and
                  Maria Zemankova},
  editor       = {Bernadette Bouchon{-}Meunier and
                  Lorenza Saitta and
                  Ronald R. Yager},
  title        = {Learning Driven by the Concepts Structure},
  booktitle    = {Uncertainty and Intelligent Systems, 2nd International Conference
                  on Information Processing and Management of Uncertainty in Knowledge-Based
                  Systems, {IPMU} '88, Urbino, Italy, July 4-7, 1988, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {313},
  pages        = {193--200},
  publisher    = {Springer},
  year         = {1988},
  url          = {https://doi.org/10.1007/3-540-19402-9\_73},
  doi          = {10.1007/3-540-19402-9\_73},
  timestamp    = {Fri, 17 Jul 2020 16:12:47 +0200},
  biburl       = {https://dblp.org/rec/conf/ipmu/RasZ88.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/KarpinskiR88,
  author       = {Marek Karpinski and
                  Zbigniew W. Ras},
  editor       = {Zbigniew W. Ras and
                  Lorenza Saitta},
  title        = {Learning Machine for Probabilistically Describable Concepts},
  booktitle    = {Methodologies for Intelligent Systems, 3, Proceedings of the Third
                  International Symposium on Methodologies for Intelligent Systems,
                  Turin, Italy, October 12-15, 1988},
  pages        = {353--362},
  publisher    = {North-Holland/Elsevier},
  year         = {1988},
  timestamp    = {Mon, 22 May 2017 09:56:56 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/KarpinskiR88.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/1988,
  editor       = {Zbigniew W. Ras and
                  Lorenza Saitta},
  title        = {Methodologies for Intelligent Systems, 3, Proceedings of the Third
                  International Symposium on Methodologies for Intelligent Systems,
                  Turin, Italy, October 12-15, 1988},
  publisher    = {North-Holland/Elsevier},
  year         = {1988},
  isbn         = {0-444-01461-6},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/1988.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/PettorossiRZ87,
  author       = {Alberto Pettorossi and
                  Zbigniew W. Ras and
                  Maria Zemankova},
  editor       = {Zbigniew W. Ras and
                  Maria Zemankova},
  title        = {On Learning with Imperfect Teachers},
  booktitle    = {Methodologies for Intelligent Systems, Proceedings of the Second International
                  Symposium, Charlotte, North Carolina, USA, October 14-17, 1987},
  pages        = {256--263},
  publisher    = {North-Holland/Elsevier},
  year         = {1987},
  timestamp    = {Mon, 22 May 2017 09:57:27 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/PettorossiRZ87.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/RasJ87,
  author       = {Zbigniew W. Ras and
                  Cezary Z. Janikow},
  editor       = {Zbigniew W. Ras and
                  Maria Zemankova},
  title        = {Learning in Rough Environment, an Optimization Procedure},
  booktitle    = {Methodologies for Intelligent Systems, Proceedings of the Second International
                  Symposium, Charlotte, North Carolina, USA, October 14-17, 1987},
  pages        = {355--361},
  publisher    = {North-Holland/Elsevier},
  year         = {1987},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/RasJ87.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/1987,
  editor       = {Zbigniew W. Ras and
                  Maria Zemankova},
  title        = {Methodologies for Intelligent Systems, Proceedings of the Second International
                  Symposium, Charlotte, North Carolina, USA, October 14-17, 1987},
  publisher    = {North-Holland/Elsevier},
  year         = {1987},
  isbn         = {0-444-01295-8},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/1987.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mfcs/RasZ86,
  author       = {Zbigniew W. Ras and
                  Maria Zemankova},
  editor       = {Jozef Gruska and
                  Branislav Rovan and
                  Juraj Wiedermann},
  title        = {Learning in Knowledge Based System, a Possibilistic Approach},
  booktitle    = {Mathematical Foundations of Computer Science 1986, Bratislava, Czechoslovakia,
                  August 25-29, 1996, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {233},
  pages        = {630--638},
  publisher    = {Springer},
  year         = {1986},
  url          = {https://doi.org/10.1007/BFb0016290},
  doi          = {10.1007/BFB0016290},
  timestamp    = {Sat, 30 Sep 2023 09:52:35 +0200},
  biburl       = {https://dblp.org/rec/conf/mfcs/RasZ86.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/1986,
  editor       = {Zbigniew W. Ras and
                  Maria Zemankova},
  title        = {Proceedings of the {ACM} {SIGART} International Symposium on Methodologies
                  for Intelligent Systems, {ISMIS} 1986, Knoxville, Tennessee, USA,
                  October 22-24, 1986},
  publisher    = {{ACM}},
  year         = {1986},
  url          = {https://doi.org/10.1145/12808},
  doi          = {10.1145/12808},
  isbn         = {978-0-89791-206-8},
  timestamp    = {Fri, 25 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ismis/1986.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sct/RasZ84,
  author       = {Zbigniew W. Ras and
                  Maria Zemankova},
  editor       = {Andrzej Skowron},
  title        = {Rough-sets based learning systems},
  booktitle    = {Computation Theory - Fifth Symposium, Zabor{\'{o}}w, Poland,
                  December 3-8, 1984, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {208},
  pages        = {265--275},
  publisher    = {Springer},
  year         = {1984},
  url          = {https://doi.org/10.1007/3-540-16066-3\_22},
  doi          = {10.1007/3-540-16066-3\_22},
  timestamp    = {Fri, 17 Jul 2020 16:12:47 +0200},
  biburl       = {https://dblp.org/rec/conf/sct/RasZ84.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijpp/Ras82,
  author       = {Zbigniew W. Ras},
  title        = {An algebraic approach to information retrieval systems},
  journal      = {Int. J. Parallel Program.},
  volume       = {11},
  number       = {4},
  pages        = {275--293},
  year         = {1982},
  url          = {https://doi.org/10.1007/BF00999444},
  doi          = {10.1007/BF00999444},
  timestamp    = {Wed, 01 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijpp/Ras82.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/Ras81,
  author       = {Zbigniew W. Ras},
  title        = {Information retrieval systems, an algebraic approach {I}},
  journal      = {Fundam. Informaticae},
  volume       = {4},
  number       = {3},
  pages        = {551--604},
  year         = {1981},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/Ras81.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/Ras81a,
  author       = {Zbigniew W. Ras},
  title        = {Information retrieval systems, an algebraic approach {II}},
  journal      = {Fundam. Informaticae},
  volume       = {4},
  number       = {4},
  pages        = {777--818},
  year         = {1981},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/Ras81a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mfcs/Ras78,
  author       = {Zbigniew W. Ras},
  editor       = {J{\'{o}}zef Winkowski},
  title        = {On Information Storage and Retrieval Systems: An Algebraic Approach,
                  Part {I}},
  booktitle    = {Mathematical Foundations of Computer Science 1978, Proceedings, 7th
                  Symposium, Zakopane, Poland, September 4-8, 1978},
  series       = {Lecture Notes in Computer Science},
  volume       = {64},
  pages        = {436--441},
  publisher    = {Springer},
  year         = {1978},
  url          = {https://doi.org/10.1007/3-540-08921-7\_91},
  doi          = {10.1007/3-540-08921-7\_91},
  timestamp    = {Tue, 14 May 2019 10:00:37 +0200},
  biburl       = {https://dblp.org/rec/conf/mfcs/Ras78.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mfcs/Ras76,
  author       = {Zbigniew W. Ras},
  editor       = {Antoni W. Mazurkiewicz},
  title        = {On a Relationship Between Programs of Address Machines and Mazurkiewicz
                  Algorithms},
  booktitle    = {Mathematical Foundations of Computer Science 1976, 5th Symposium,
                  Gdansk, Poland, September 6-10, 1976, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {45},
  pages        = {465--471},
  publisher    = {Springer},
  year         = {1976},
  url          = {https://doi.org/10.1007/3-540-07854-1\_216},
  doi          = {10.1007/3-540-07854-1\_216},
  timestamp    = {Tue, 14 May 2019 10:00:37 +0200},
  biburl       = {https://dblp.org/rec/conf/mfcs/Ras76.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mfcs/Ras74,
  author       = {Zbigniew W. Ras},
  editor       = {Andrzej Blikle},
  title        = {Classification of Programs of a {SPC}},
  booktitle    = {Mathematical Foundations of Computer Science, 3rd Symposium at Jadwisin
                  near Warsaw, Poland, June 17-22, 1974, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {28},
  pages        = {114--125},
  publisher    = {Springer},
  year         = {1974},
  url          = {https://doi.org/10.1007/3-540-07162-8\_675},
  doi          = {10.1007/3-540-07162-8\_675},
  timestamp    = {Tue, 14 May 2019 10:00:37 +0200},
  biburl       = {https://dblp.org/rec/conf/mfcs/Ras74.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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