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ORCIDBibTeX records: Stefan Wrobel
@article{DBLP:journals/tcs/SeiffarthHW23,
author = {Florian Seiffarth and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
title = {Maximal closed set and half-space separations in finite closure systems},
journal = {Theor. Comput. Sci.},
volume = {973},
pages = {114105},
year = {2023},
url = {https://doi.org/10.1016/j.tcs.2023.114105},
doi = {10.1016/J.TCS.2023.114105},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcs/SeiffarthHW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03681,
author = {Maximilian Poretschkin and
Anna Schmitz and
Maram Akila and
Linara Adilova and
Daniel Becker and
Armin B. Cremers and
Dirk Hecker and
Sebastian Houben and
Michael Mock and
Julia Rosenzweig and
Joachim Sicking and
Elena Schulz and
Angelika Voss and
Stefan Wrobel},
title = {Guideline for Trustworthy Artificial Intelligence - {AI} Assessment
Catalog},
journal = {CoRR},
volume = {abs/2307.03681},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.03681},
doi = {10.48550/ARXIV.2307.03681},
eprinttype = {arXiv},
eprint = {2307.03681},
timestamp = {Wed, 12 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-03681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/at/SchmitzAHPW22,
author = {Anna Schmitz and
Maram Akila and
Dirk Hecker and
Maximilian Poretschkin and
Stefan Wrobel},
title = {The why and how of trustworthy {AI}},
journal = {Autom.},
volume = {70},
number = {9},
pages = {793--804},
year = {2022},
url = {https://doi.org/10.1515/auto-2022-0012},
doi = {10.1515/AUTO-2022-0012},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/at/SchmitzAHPW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cga/AndrienkoAAWR22,
author = {Natalia V. Andrienko and
Gennady L. Andrienko and
Linara Adilova and
Stefan Wrobel and
Theresa{-}Marie Rhyne},
title = {Visual Analytics for Human-Centered Machine Learning},
journal = {{IEEE} Computer Graphics and Applications},
volume = {42},
number = {1},
pages = {123--133},
year = {2022},
url = {https://doi.org/10.1109/MCG.2021.3130314},
doi = {10.1109/MCG.2021.3130314},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cga/AndrienkoAAWR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SchulzHWW22,
author = {Till Hendrik Schulz and
Tam{\'{a}}s Horv{\'{a}}th and
Pascal Welke and
Stefan Wrobel},
title = {A generalized Weisfeiler-Lehman graph kernel},
journal = {Mach. Learn.},
volume = {111},
number = {7},
pages = {2601--2629},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06131-w},
doi = {10.1007/S10994-022-06131-W},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SchulzHWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SchulzWW22,
author = {Till Hendrik Schulz and
Pascal Welke and
Stefan Wrobel},
title = {Graph Filtration Kernels},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {8196--8203},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i8.20793},
doi = {10.1609/AAAI.V36I8.20793},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SchulzWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/SeiffarthHW22,
author = {Florian Seiffarth and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
editor = {Pascal Poncelet and
Dino Ienco},
title = {A Fast Heuristic for Computing Geodesic Closures in Large Networks},
booktitle = {Discovery Science - 25th International Conference, {DS} 2022, Montpellier,
France, October 10-12, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13601},
pages = {476--490},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18840-4\_34},
doi = {10.1007/978-3-031-18840-4\_34},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/SeiffarthHW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/Seiffarth0W22,
author = {Florian Seiffarth and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
editor = {Pascal Reuss and
Viktor Eisenstadt and
Jakob Michael Sch{\"{o}}nborn and
Jero Sch{\"{a}}fer},
title = {A Simple Heuristic for the Graph Tukey Depth Problem with Potential
Applications to Graph Mining},
booktitle = {Proceedings of the {LWDA} 2022 Workshops: FGWM, FGKD, and FGDB, Hildesheim
(Germany), Oktober 5-7th, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3341},
pages = {21--32},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3341/KDML-LWDA\_2022\_CRC\_705.pdf},
timestamp = {Wed, 22 Mar 2023 07:29:50 +0100},
biburl = {https://dblp.org/rec/conf/lwa/Seiffarth0W22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/22/HeckerVW22,
author = {Dirk Hecker and
Angelika Voss and
Stefan Wrobel},
editor = {Boris Otto and
Michael ten Hompel and
Stefan Wrobel},
title = {Data Ecosystems: {A} New Dimension of Value Creation Using {AI} and
Machine Learning},
booktitle = {Designing Data Spaces: The Ecosystem Approach to Competitive Advantage},
pages = {211--224},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-93975-5\_13},
doi = {10.1007/978-3-030-93975-5\_13},
timestamp = {Wed, 07 Dec 2022 23:14:27 +0100},
biburl = {https://dblp.org/rec/books/sp/22/HeckerVW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/22/OHW2022,
editor = {Boris Otto and
Michael ten Hompel and
Stefan Wrobel},
title = {Designing Data Spaces: The Ecosystem Approach to Competitive Advantage},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-93975-5},
doi = {10.1007/978-3-030-93975-5},
isbn = {978-3-030-93975-5},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/22/OHW2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-13963,
author = {Joachim Sicking and
Maram Akila and
Jan David Schneider and
Fabian H{\"{u}}ger and
Peter Schlicht and
Tim Wirtz and
Stefan Wrobel},
title = {Tailored Uncertainty Estimation for Deep Learning Systems},
journal = {CoRR},
volume = {abs/2204.13963},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.13963},
doi = {10.48550/ARXIV.2204.13963},
eprinttype = {arXiv},
eprint = {2204.13963},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-13963.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05990,
author = {Nathalie Paul and
Tim Wirtz and
Stefan Wrobel and
Alexander Kister},
title = {Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure
of Costs},
journal = {CoRR},
volume = {abs/2206.05990},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05990},
doi = {10.48550/ARXIV.2206.05990},
eprinttype = {arXiv},
eprint = {2206.05990},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05990.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07350,
author = {Florian Seiffarth and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
title = {A Fast Heuristic for Computing Geodesic Cores in Large Networks},
journal = {CoRR},
volume = {abs/2206.07350},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07350},
doi = {10.48550/ARXIV.2206.07350},
eprinttype = {arXiv},
eprint = {2206.07350},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-01136,
author = {Dorina Weichert and
Alexander Kister and
Sebastian Houben and
Gunar Ernis and
Stefan Wrobel},
title = {Robustness in Fatigue Strength Estimation},
journal = {CoRR},
volume = {abs/2212.01136},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.01136},
doi = {10.48550/ARXIV.2212.01136},
eprinttype = {arXiv},
eprint = {2212.01136},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-01136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/AndrienkoAABBFH21,
author = {Gennady L. Andrienko and
Natalia V. Andrienko and
Gabriel Anzer and
Pascal Bauer and
Guido Budziak and
Georg Fuchs and
Dirk Hecker and
Hendrik Weber and
Stefan Wrobel},
title = {Constructing Spaces and Times for Tactical Analysis in Football},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {27},
number = {4},
pages = {2280--2297},
year = {2021},
url = {https://doi.org/10.1109/TVCG.2019.2952129},
doi = {10.1109/TVCG.2019.2952129},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/AndrienkoAABBFH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vi/AndrienkoAMSW21,
author = {Natalia V. Andrienko and
Gennady L. Andrienko and
Silvia Miksch and
Heidrun Schumann and
Stefan Wrobel},
title = {A theoretical model for pattern discovery in visual analytics},
journal = {Vis. Informatics},
volume = {5},
number = {1},
pages = {23--42},
year = {2021},
url = {https://doi.org/10.1016/j.visinf.2020.12.002},
doi = {10.1016/J.VISINF.2020.12.002},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vi/AndrienkoAMSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/StadtlanderHW21,
author = {Eike Stadtl{\"{a}}nder and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Learning Weakly Convex Sets in Metric Spaces},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {200--216},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_13},
doi = {10.1007/978-3-030-86520-7\_13},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/StadtlanderHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-02726,
author = {Joachim Sicking and
Maram Akila and
Maximilian Pintz and
Tim Wirtz and
Asja Fischer and
Stefan Wrobel},
title = {A Novel Regression Loss for Non-Parametric Uncertainty Optimization},
journal = {CoRR},
volume = {abs/2101.02726},
year = {2021},
url = {https://arxiv.org/abs/2101.02726},
eprinttype = {arXiv},
eprint = {2101.02726},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-02726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-08104,
author = {Till Hendrik Schulz and
Tam{\'{a}}s Horv{\'{a}}th and
Pascal Welke and
Stefan Wrobel},
title = {A Generalized Weisfeiler-Lehman Graph Kernel},
journal = {CoRR},
volume = {abs/2101.08104},
year = {2021},
url = {https://arxiv.org/abs/2101.08104},
eprinttype = {arXiv},
eprint = {2101.08104},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-08104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-06251,
author = {Eike Stadtl{\"{a}}nder and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
title = {Learning Weakly Convex Sets in Metric Spaces},
journal = {CoRR},
volume = {abs/2105.06251},
year = {2021},
url = {https://arxiv.org/abs/2105.06251},
eprinttype = {arXiv},
eprint = {2105.06251},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-06251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11862,
author = {Till Hendrik Schulz and
Pascal Welke and
Stefan Wrobel},
title = {Graph Filtration Kernels},
journal = {CoRR},
volume = {abs/2110.11862},
year = {2021},
url = {https://arxiv.org/abs/2110.11862},
eprinttype = {arXiv},
eprint = {2110.11862},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TraboldHW20,
author = {Daniel Trabold and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
title = {Effective approximation of parametrized closure systems over transactional
data streams},
journal = {Mach. Learn.},
volume = {109},
number = {6},
pages = {1147--1177},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05827-w},
doi = {10.1007/S10994-019-05827-W},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TraboldHW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/WelkeABW20,
author = {Pascal Welke and
Fouad Alkhoury and
Christian Bauckhage and
Stefan Wrobel},
title = {Decision Snippet Features},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {4260--4267},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412025},
doi = {10.1109/ICPR48806.2021.9412025},
timestamp = {Fri, 07 May 2021 08:42:33 +0200},
biburl = {https://dblp.org/rec/conf/icpr/WelkeABW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WelkeSKW20,
author = {Pascal Welke and
Florian Seiffarth and
Michael Kamp and
Stefan Wrobel},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {{HOPS:} Probabilistic Subtree Mining for Small and Large Graphs},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {1275--1284},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403180},
doi = {10.1145/3394486.3403180},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WelkeSKW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Seiffarth0W20,
author = {Florian Seiffarth and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {Maximum Margin Separations in Finite Closure Systems},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12457},
pages = {3--18},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67658-2\_1},
doi = {10.1007/978-3-030-67658-2\_1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Seiffarth0W20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BauckhageSW20,
author = {Christian Bauckhage and
Rafet Sifa and
Stefan Wrobel},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Adiabatic Quantum Computing for Max-Sum Diversification},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {343--351},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.39},
doi = {10.1137/1.9781611976236.39},
timestamp = {Mon, 20 Jul 2020 11:23:45 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BauckhageSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-04417,
author = {Florian Seiffarth and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
title = {Maximal Closed Set and Half-Space Separations in Finite Closure Systems},
journal = {CoRR},
volume = {abs/2001.04417},
year = {2020},
url = {https://arxiv.org/abs/2001.04417},
eprinttype = {arXiv},
eprint = {2001.04417},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-04417.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07320,
author = {Tiansi Dong and
Chengjiang Li and
Christian Bauckhage and
Juanzi Li and
Stefan Wrobel and
Armin B. Cremers},
title = {Learning Syllogism with Euler Neural-Networks},
journal = {CoRR},
volume = {abs/2007.07320},
year = {2020},
url = {https://arxiv.org/abs/2007.07320},
eprinttype = {arXiv},
eprint = {2007.07320},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07320.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12687,
author = {Joachim Sicking and
Maram Akila and
Maximilian Pintz and
Tim Wirtz and
Asja Fischer and
Stefan Wrobel},
title = {Second-Moment Loss: {A} Novel Regression Objective for Improved Uncertainties},
journal = {CoRR},
volume = {abs/2012.12687},
year = {2020},
url = {https://arxiv.org/abs/2012.12687},
eprinttype = {arXiv},
eprint = {2012.12687},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WelkeHW19,
author = {Pascal Welke and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
title = {Probabilistic and exact frequent subtree mining in graphs beyond forests},
journal = {Mach. Learn.},
volume = {108},
number = {7},
pages = {1137--1164},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05779-1},
doi = {10.1007/S10994-019-05779-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WelkeHW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/RamamurthyBSSW19,
author = {Rajkumar Ramamurthy and
Christian Bauckhage and
Rafet Sifa and
Jannis Sch{\"{u}}cker and
Stefan Wrobel},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Leveraging Domain Knowledge for Reinforcement Learning Using {MMC}
Architectures},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Deep
Learning - 28th International Conference on Artificial Neural Networks,
Munich, Germany, September 17-19, 2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11728},
pages = {595--607},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30484-3\_48},
doi = {10.1007/978-3-030-30484-3\_48},
timestamp = {Sat, 19 Oct 2019 20:11:52 +0200},
biburl = {https://dblp.org/rec/conf/icann/RamamurthyBSSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icis/LoebbeckeSKMTW19,
author = {Claudia Loebbecke and
Omar El Sawy and
Atreyi Kankanhalli and
M. Lynne Markus and
Dov Te'eni and
Stefan Wrobel},
editor = {Helmut Krcmar and
Jane Fedorowicz and
Wai Fong Boh and
Jan Marco Leimeister and
Sunil Wattal},
title = {Artificial Intelligence Meets {IS} Researchers: Can it Replace Us?},
booktitle = {Proceedings of the 40th International Conference on Information Systems,
{ICIS} 2019, Munich, Germany, December 15-18, 2019},
publisher = {Association for Information Systems},
year = {2019},
url = {https://aisel.aisnet.org/icis2019/panels/panels/2},
timestamp = {Tue, 10 Dec 2019 12:03:30 +0100},
biburl = {https://dblp.org/rec/conf/icis/LoebbeckeSKMTW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/BauckhagePSHW19,
author = {Christian Bauckhage and
Nico Piatkowski and
Rafet Sifa and
Dirk Hecker and
Stefan Wrobel},
editor = {Robert J{\"{a}}schke and
Matthias Weidlich},
title = {A {QUBO} Formulation of the k-Medoids Problem},
booktitle = {Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen",
Berlin, Germany, September 30 - October 2, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2454},
pages = {54--63},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2454/paper\_39.pdf},
timestamp = {Fri, 26 May 2023 07:40:33 +0200},
biburl = {https://dblp.org/rec/conf/lwa/BauckhagePSHW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/BauckhageSHW19,
author = {Christian Bauckhage and
Rafet Sifa and
Dirk Hecker and
Stefan Wrobel},
editor = {Robert J{\"{a}}schke and
Matthias Weidlich},
title = {Max-Sum Dispersion via Quantum Annealing},
booktitle = {Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen",
Berlin, Germany, September 30 - October 2, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2454},
pages = {64--68},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2454/paper\_22.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lwa/BauckhageSHW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/Pick0W19,
author = {Annika Pick and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
editor = {Robert J{\"{a}}schke and
Matthias Weidlich},
title = {Support Estimation in Frequent Itemset Mining by Locality Sensitive
Hashing},
booktitle = {Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen",
Berlin, Germany, September 30 - October 2, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2454},
pages = {156--160},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2454/paper\_75.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lwa/Pick0W19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Seiffarth0W19,
author = {Florian Seiffarth and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Maximal Closed Set and Half-Space Separations in Finite Closure Systems},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11906},
pages = {21--37},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46150-8\_2},
doi = {10.1007/978-3-030-46150-8\_2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Seiffarth0W19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WelkeHW18,
author = {Pascal Welke and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
title = {Probabilistic frequent subtrees for efficient graph classification
and retrieval},
journal = {Mach. Learn.},
volume = {107},
number = {11},
pages = {1847--1873},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5688-7},
doi = {10.1007/S10994-017-5688-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WelkeHW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/RamamurthyBSW18,
author = {Rajkumar Ramamurthy and
Christian Bauckhage and
Rafet Sifa and
Stefan Wrobel},
editor = {Vera Kurkov{\'{a}} and
Yannis Manolopoulos and
Barbara Hammer and
Lazaros S. Iliadis and
Ilias Maglogiannis},
title = {Policy Learning Using {SPSA}},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2018 - 27th
International Conference on Artificial Neural Networks, Rhodes, Greece,
October 4-7, 2018, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11141},
pages = {3--12},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01424-7\_1},
doi = {10.1007/978-3-030-01424-7\_1},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/RamamurthyBSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/BauckhageOSW18,
author = {Christian Bauckhage and
C{\'{e}}sar Ojeda and
Rafet Sifa and
Stefan Wrobel},
editor = {Rainer Gemulla and
Simone Paolo Ponzetto and
Christian Bizer and
Margret Keuper and
Heiner Stuckenschmidt},
title = {Adiabatic Quantum Computing for Kernel k=2 Means Clustering},
booktitle = {Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", {LWDA}
2018, Mannheim, Germany, August 22-24, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2191},
pages = {21--32},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2191/paper3.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:37 +0100},
biburl = {https://dblp.org/rec/conf/lwa/BauckhageOSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/BauckhageOSSW18,
author = {Christian Bauckhage and
C{\'{e}}sar Ojeda and
Jannis Sch{\"{u}}cker and
Rafet Sifa and
Stefan Wrobel},
editor = {Rainer Gemulla and
Simone Paolo Ponzetto and
Christian Bizer and
Margret Keuper and
Heiner Stuckenschmidt},
title = {Informed Machine Learning Through Functional Composition},
booktitle = {Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", {LWDA}
2018, Mannheim, Germany, August 22-24, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2191},
pages = {33--37},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2191/paper4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lwa/BauckhageOSSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KampASHSWW18,
author = {Michael Kamp and
Linara Adilova and
Joachim Sicking and
Fabian H{\"{u}}ger and
Peter Schlicht and
Tim Wirtz and
Stefan Wrobel},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Efficient Decentralized Deep Learning by Dynamic Model Averaging},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11051},
pages = {393--409},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10925-7\_24},
doi = {10.1007/978-3-030-10925-7\_24},
timestamp = {Fri, 27 Mar 2020 08:53:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KampASHSWW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SchulzHWW18,
author = {Till Hendrik Schulz and
Tam{\'{a}}s Horv{\'{a}}th and
Pascal Welke and
Stefan Wrobel},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Mining Tree Patterns with Partially Injective Homomorphisms},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {585--601},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_35},
doi = {10.1007/978-3-030-10928-8\_35},
timestamp = {Fri, 27 Mar 2020 08:53:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SchulzHWW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03210,
author = {Michael Kamp and
Linara Adilova and
Joachim Sicking and
Fabian H{\"{u}}ger and
Peter Schlicht and
Tim Wirtz and
Stefan Wrobel},
title = {Efficient Decentralized Deep Learning by Dynamic Model Averaging},
journal = {CoRR},
volume = {abs/1807.03210},
year = {2018},
url = {http://arxiv.org/abs/1807.03210},
eprinttype = {arXiv},
eprint = {1807.03210},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03210.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emmcvpr/BauckhageBCOSW17,
author = {Christian Bauckhage and
Eduardo Brito and
Kostadin Cvejoski and
C{\'{e}}sar Ojeda and
Rafet Sifa and
Stefan Wrobel},
editor = {Marcello Pelillo and
Edwin R. Hancock},
title = {Ising Models for Binary Clustering via Adiabatic Quantum Computing},
booktitle = {Energy Minimization Methods in Computer Vision and Pattern Recognition
- 11th International Conference, {EMMCVPR} 2017, Venice, Italy, October
30 - November 1, 2017, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10746},
pages = {3--17},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-78199-0\_1},
doi = {10.1007/978-3-319-78199-0\_1},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/emmcvpr/BauckhageBCOSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/RamamurthyBBW17,
author = {Rajkumar Ramamurthy and
Christian Bauckhage and
Kriszti{\'{a}}n B{\'{u}}za and
Stefan Wrobel},
editor = {Alessandra Lintas and
Stefano Rovetta and
Paul F. M. J. Verschure and
Alessandro E. P. Villa},
title = {Using Echo State Networks for Cryptography},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2017 - 26th
International Conference on Artificial Neural Networks, Alghero, Italy,
September 11-14, 2017, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10614},
pages = {663--671},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-68612-7\_75},
doi = {10.1007/978-3-319-68612-7\_75},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/RamamurthyBBW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/UllrichKGVW17,
author = {Katrin Ullrich and
Michael Kamp and
Thomas G{\"{a}}rtner and
Martin Vogt and
Stefan Wrobel},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Co-Regularised Support Vector Regression},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10535},
pages = {338--354},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71246-8\_21},
doi = {10.1007/978-3-319-71246-8\_21},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/UllrichKGVW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/GartnerHW17,
author = {Thomas G{\"{a}}rtner and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Graph Kernels},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {579--581},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_349},
doi = {10.1007/978-1-4899-7687-1\_349},
timestamp = {Thu, 05 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/ml/GartnerHW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/HorvathW17,
author = {Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Learning from Structured Data},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {712--715},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_458},
doi = {10.1007/978-1-4899-7687-1\_458},
timestamp = {Tue, 19 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/ml/HorvathW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RamamurthyBBW17,
author = {Rajkumar Ramamurthy and
Christian Bauckhage and
Kriszti{\'{a}}n B{\'{u}}za and
Stefan Wrobel},
title = {Using Echo State Networks for Cryptography},
journal = {CoRR},
volume = {abs/1704.01046},
year = {2017},
url = {http://arxiv.org/abs/1704.01046},
eprinttype = {arXiv},
eprint = {1704.01046},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RamamurthyBBW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/WelkeHW16,
author = {Pascal Welke and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
editor = {Toon Calders and
Michelangelo Ceci and
Donato Malerba},
title = {Min-Hashing for Probabilistic Frequent Subtree Feature Spaces},
booktitle = {Discovery Science - 19th International Conference, {DS} 2016, Bari,
Italy, October 19-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9956},
pages = {67--82},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46307-0\_5},
doi = {10.1007/978-3-319-46307-0\_5},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/WelkeHW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/UllrichKGVW16,
author = {Katrin Ullrich and
Michael Kamp and
Thomas G{\"{a}}rtner and
Martin Vogt and
Stefan Wrobel},
editor = {Carlotta Domeniconi and
Francesco Gullo and
Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Ligand-Based Virtual Screening with Co-regularised Support Vector
Regression},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
2016, December 12-15, 2016, Barcelona, Spain},
pages = {261--268},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDMW.2016.0044},
doi = {10.1109/ICDMW.2016.0044},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/UllrichKGVW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/insk/WrobelVKBA15,
author = {Stefan Wrobel and
Hans Voss and
Joachim K{\"{o}}hler and
Uwe Beyer and
S{\"{o}}ren Auer},
title = {Big Data, Big Opportunities - Anwendungssituation und Forschungsbedarf
des Themas Big Data in Deutschland},
journal = {Inform. Spektrum},
volume = {38},
number = {5},
pages = {370--378},
year = {2015},
url = {https://doi.org/10.1007/s00287-014-0806-4},
doi = {10.1007/S00287-014-0806-4},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/insk/WrobelVKBA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/MaierWB15,
author = {Daniel Maier and
Stefan Wrobel and
Maren Bennewitz},
title = {Whole-body self-calibration via graph-optimization and automatic configuration
selection},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2015, Seattle, WA, USA, 26-30 May, 2015},
pages = {5662--5668},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICRA.2015.7139992},
doi = {10.1109/ICRA.2015.7139992},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icra/MaierWB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WelkeHW15,
author = {Pascal Welke and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
editor = {Michelangelo Ceci and
Corrado Loglisci and
Giuseppe Manco and
Elio Masciari and
Zbigniew W. Ras},
title = {Probabilistic Frequent Subtree Kernels},
booktitle = {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},
pages = {179--193},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-39315-5\_12},
doi = {10.1007/978-3-319-39315-5\_12},
timestamp = {Thu, 05 Dec 2019 17:07:15 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WelkeHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gi/Wrobel14,
author = {Stefan Wrobel},
editor = {Erhard Pl{\"{o}}dereder and
Lars Grunske and
Eric Schneider and
Dominik Ull},
title = {Big Data Analytics - Vom Maschinellen Lernen zur DataScience},
booktitle = {44. Jahrestagung der Gesellschaft f{\"{u}}r Informatik, Big Data
- Komplexit{\"{a}}t meistern, {INFORMATIK} 2014, Stuttgart, Germany,
September 22-26, 2014},
series = {{LNI}},
volume = {{P-232}},
pages = {53},
publisher = {{GI}},
year = {2014},
url = {https://dl.gi.de/handle/20.500.12116/2923},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gi/Wrobel14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/WelkeHW14,
author = {Pascal Welke and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
editor = {Jesse Davis and
Jan Ramon},
title = {On the Complexity of Frequent Subtree Mining in Very Simple Structures},
booktitle = {Inductive Logic Programming - 24th International Conference, {ILP}
2014, Nancy, France, September 14-16, 2014, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9046},
pages = {194--209},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-23708-4\_14},
doi = {10.1007/978-3-319-23708-4\_14},
timestamp = {Sat, 05 Sep 2020 18:04:48 +0200},
biburl = {https://dblp.org/rec/conf/ilp/WelkeHW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0032328,
author = {Gennady L. Andrienko and
Natalia V. Andrienko and
Peter Bak and
Daniel A. Keim and
Stefan Wrobel},
title = {Visual Analytics of Movement},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37583-5},
doi = {10.1007/978-3-642-37583-5},
isbn = {978-3-642-37582-8},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0032328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/AndrienkoAHRW13,
author = {Gennady L. Andrienko and
Natalia V. Andrienko and
Christophe Hurter and
Salvatore Rinzivillo and
Stefan Wrobel},
title = {Scalable Analysis of Movement Data for Extracting and Exploring Significant
Places},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {19},
number = {7},
pages = {1078--1094},
year = {2013},
url = {https://doi.org/10.1109/TVCG.2012.311},
doi = {10.1109/TVCG.2012.311},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/AndrienkoAHRW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BoleyMKTW13,
author = {Mario Boley and
Michael Mampaey and
Bo Kang and
Pavel Tokmakov and
Stefan Wrobel},
editor = {Duen Horng Chau and
Jilles Vreeken and
Matthijs van Leeuwen and
Christos Faloutsos},
title = {One click mining: interactive local pattern discovery through implicit
preference and performance learning},
booktitle = {Proceedings of the {ACM} {SIGKDD} Workshop on Interactive Data Exploration
and Analytics, IDEA@KDD 2013, Chicago, Illinois, USA, August 11, 2013},
pages = {27--35},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2501511.2501517},
doi = {10.1145/2501511.2501517},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BoleyMKTW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/ol/13/WrobelJM13,
author = {Stefan Wrobel and
Thorsten Joachims and
Katharina Morik},
editor = {G{\"{u}}nther G{\"{o}}rz and
Josef Schneeberger and
Ute Schmid},
title = {Maschinelles Lernen und Data Mining},
booktitle = {Handbuch der K{\"{u}}nstlichen Intelligenz, 5. Auflage},
pages = {405--472},
publisher = {Oldenbourg Wissenschaftsverlag},
year = {2013},
url = {https://doi.org/10.1524/9783486719796.405},
doi = {10.1524/9783486719796.405},
timestamp = {Fri, 21 May 2021 10:09:44 +0200},
biburl = {https://dblp.org/rec/books/ol/13/WrobelJM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/KornerMW12,
author = {Christine K{\"{o}}rner and
Michael May and
Stefan Wrobel},
title = {Special Issue on Spatiotemporal Modeling and Analysis},
journal = {K{\"{u}}nstliche Intell.},
volume = {26},
number = {3},
pages = {213--214},
year = {2012},
url = {https://doi.org/10.1007/s13218-012-0216-1},
doi = {10.1007/S13218-012-0216-1},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/KornerMW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/KornerMW12a,
author = {Christine K{\"{o}}rner and
Michael May and
Stefan Wrobel},
title = {Spatiotemporal Modeling and Analysis - Introduction and Overview},
journal = {K{\"{u}}nstliche Intell.},
volume = {26},
number = {3},
pages = {215--221},
year = {2012},
url = {https://doi.org/10.1007/s13218-012-0215-2},
doi = {10.1007/S13218-012-0215-2},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/KornerMW12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiebigXMW12,
author = {Thomas Liebig and
Zhao Xu and
Michael May and
Stefan Wrobel},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {Pedestrian Quantity Estimation with Trajectory Patterns},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7524},
pages = {629--643},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33486-3\_40},
doi = {10.1007/978-3-642-33486-3\_40},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiebigXMW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/KeimRSVW12,
author = {Daniel A. Keim and
Fabrice Rossi and
Thomas Seidl and
Michel Verleysen and
Stefan Wrobel},
title = {Information Visualization, Visual Data Mining and Machine Learning
(Dagstuhl Seminar 12081)},
journal = {Dagstuhl Reports},
volume = {2},
number = {2},
pages = {58--83},
year = {2012},
url = {https://doi.org/10.4230/DagRep.2.2.58},
doi = {10.4230/DAGREP.2.2.58},
timestamp = {Wed, 07 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/KeimRSVW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VishwanathanKNW11,
author = {S. V. N. Vishwanathan and
Samuel Kaski and
Jennifer Neville and
Stefan Wrobel},
title = {Introduction to the special issue on mining and learning with graphs},
journal = {Mach. Learn.},
volume = {82},
number = {2},
pages = {91--93},
year = {2011},
url = {https://doi.org/10.1007/s10994-010-5209-4},
doi = {10.1007/S10994-010-5209-4},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/VishwanathanKNW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlc/AndrienkoABKKW11,
author = {Gennady L. Andrienko and
Natalia V. Andrienko and
Peter Bak and
Daniel A. Keim and
Slava Kisilevich and
Stefan Wrobel},
title = {A conceptual framework and taxonomy of techniques for analyzing movement},
journal = {J. Vis. Lang. Comput.},
volume = {22},
number = {3},
pages = {213--232},
year = {2011},
url = {https://doi.org/10.1016/j.jvlc.2011.02.003},
doi = {10.1016/J.JVLC.2011.02.003},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vlc/AndrienkoABKKW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlc/AndrienkoAKMW11,
author = {Gennady L. Andrienko and
Natalia V. Andrienko and
Daniel A. Keim and
Alan M. MacEachren and
Stefan Wrobel},
title = {Challenging problems of geospatial visual analytics},
journal = {J. Vis. Lang. Comput.},
volume = {22},
number = {4},
pages = {251--256},
year = {2011},
url = {https://doi.org/10.1016/j.jvlc.2011.04.001},
doi = {10.1016/J.JVLC.2011.04.001},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vlc/AndrienkoAKMW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeevast/AndrienkoAHRW11,
author = {Gennady L. Andrienko and
Natalia V. Andrienko and
Christophe Hurter and
Salvatore Rinzivillo and
Stefan Wrobel},
title = {From movement tracks through events to places: Extracting and characterizing
significant places from mobility data},
booktitle = {6th {IEEE} Conference on Visual Analytics Science and Technology,
{IEEE} {VAST} 2011, Providence, RI, USA, October 23-28, 2011},
pages = {161--170},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/VAST.2011.6102454},
doi = {10.1109/VAST.2011.6102454},
timestamp = {Tue, 11 Aug 2020 14:39:34 +0200},
biburl = {https://dblp.org/rec/conf/ieeevast/AndrienkoAHRW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/HorvathRW10,
author = {Tam{\'{a}}s Horv{\'{a}}th and
Jan Ramon and
Stefan Wrobel},
title = {Frequent subgraph mining in outerplanar graphs},
journal = {Data Min. Knowl. Discov.},
volume = {21},
number = {3},
pages = {472--508},
year = {2010},
url = {https://doi.org/10.1007/s10618-009-0162-1},
doi = {10.1007/S10618-009-0162-1},
timestamp = {Tue, 19 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/HorvathRW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/BoleyHPW10,
author = {Mario Boley and
Tam{\'{a}}s Horv{\'{a}}th and
Axel Poign{\'{e}} and
Stefan Wrobel},
title = {Listing closed sets of strongly accessible set systems with applications
to data mining},
journal = {Theor. Comput. Sci.},
volume = {411},
number = {3},
pages = {691--700},
year = {2010},
url = {https://doi.org/10.1016/j.tcs.2009.10.024},
doi = {10.1016/J.TCS.2009.10.024},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/BoleyHPW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdp/MonrealeAAGPRW10,
author = {Anna Monreale and
Gennady L. Andrienko and
Natalia V. Andrienko and
Fosca Giannotti and
Dino Pedreschi and
Salvatore Rinzivillo and
Stefan Wrobel},
title = {Movement Data Anonymity through Generalization},
journal = {Trans. Data Priv.},
volume = {3},
number = {2},
pages = {91--121},
year = {2010},
url = {http://www.tdp.cat/issues/abs.a045a10.php},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tdp/MonrealeAAGPRW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/agile/KornerHMW10,
author = {Christine K{\"{o}}rner and
Dirk Hecker and
Michael May and
Stefan Wrobel},
editor = {Marco Painho and
Maribel Yasmina Santos and
Hardy Pundt},
title = {Visit Potential: {A} Common Vocabulary for the Analysis of Entity-Location
Interactions in Mobility Applications},
booktitle = {Geospatial Thinking - International AGILE'2010 Conference, Guimar{\~{a}}es,
Portugal, 11-14 May 2010},
series = {Lecture Notes in Geoinformation and Cartography},
pages = {79--95},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12326-9\_5},
doi = {10.1007/978-3-642-12326-9\_5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/agile/KornerHMW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gi/BeckerBGSW10,
author = {Sven Becker and
Marion Borowski and
Melanie Gnasa and
Kai Stalmann and
Stefan Wrobel},
editor = {Klaus{-}Peter F{\"{a}}hnrich and
Bogdan Franczyk},
title = {eHumanities: Intelligent Analysis and Information System for Humanities
and Culture},
booktitle = {40. Jahrestagung der Gesellschaft f{\"{u}}r Informatik, Service
Science - Neue Perspektiven f{\"{u}}r die Informatik, {INFORMATIK}
2010, Leipzig, Germany, September 27 - October 1, 2010, Band 2},
series = {{LNI}},
volume = {{P-176}},
pages = {552--556},
publisher = {{GI}},
year = {2010},
url = {https://dl.gi.de/handle/20.500.12116/19279},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gi/BeckerBGSW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/BotheGW10,
author = {Sebastian Bothe and
Thomas G{\"{a}}rtner and
Stefan Wrobel},
editor = {R{\"{u}}diger Dillmann and
J{\"{u}}rgen Beyerer and
Uwe D. Hanebeck and
Tanja Schultz},
title = {On-Line Handwriting Recognition with Parallelized Machine Learning
Algorithms},
booktitle = {{KI} 2010: Advances in Artificial Intelligence, 33rd Annual German
Conference on AI, Karlsruhe, Germany, September 21-24, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6359},
pages = {82--90},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16111-7\_9},
doi = {10.1007/978-3-642-16111-7\_9},
timestamp = {Thu, 05 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ki/BotheGW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/BoleyHPW10,
author = {Mario Boley and
Tam{\'{a}}s Horv{\'{a}}th and
Axel Poign{\'{e}} and
Stefan Wrobel},
editor = {Martin Atzmueller and
Dominik Benz and
Andreas Hotho and
Gerd Stumme},
title = {Listing closed sets of strongly accessible set systems with applications
to data},
booktitle = {{LWA} 2010 - Lernen, Wissen {\&} Adaptivit{\"{a}}t, Workshop
Proceedings, Kassel, 4.-6. Oktober 2010},
pages = {33},
year = {2010},
url = {http://www.kde.cs.uni-kassel.de/conf/lwa10/papers/kdml26.pdf},
timestamp = {Thu, 12 Mar 2020 11:39:39 +0100},
biburl = {https://dblp.org/rec/conf/lwa/BoleyHPW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/faia/KornerHK0SSSW10,
author = {Christine K{\"{o}}rner and
Dirk Hecker and
Maike Krause{-}Traudes and
Michael May and
Simon Scheider and
Daniel Schulz and
Hendrik Stange and
Stefan Wrobel},
editor = {Carlos Soares and
Rayid Ghani},
title = {Spatial Data Mining in Practice: Principles and Case Studies},
booktitle = {Data Mining for Business Applications},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {218},
pages = {164--178},
publisher = {{IOS} Press},
year = {2010},
url = {https://doi.org/10.3233/978-1-60750-633-1-164},
doi = {10.3233/978-1-60750-633-1-164},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/faia/KornerHK0SSSW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dagstuhl/2010P10471,
editor = {Daniel A. Keim and
Stefan Wrobel},
title = {Scalable Visual Analytics, 21.11. - 26.11.2010},
series = {Dagstuhl Seminar Proceedings},
volume = {10471},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
year = {2010},
url = {http://drops.dagstuhl.de/portals/10471/},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/2010P10471.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/GartnerHW10,
author = {Thomas G{\"{a}}rtner and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Graph Kernels},
booktitle = {Encyclopedia of Machine Learning},
pages = {467--469},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_349},
doi = {10.1007/978-0-387-30164-8\_349},
timestamp = {Thu, 05 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/ml/GartnerHW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/HorvathW10,
author = {Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Learning from Structured Data},
booktitle = {Encyclopedia of Machine Learning},
pages = {580--584},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_458},
doi = {10.1007/978-0-387-30164-8\_458},
timestamp = {Tue, 19 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/ml/HorvathW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/KeimW10,
author = {Daniel A. Keim and
Stefan Wrobel},
editor = {Daniel A. Keim and
Stefan Wrobel},
title = {10471 Abstracts Collection - Scalable Visual Analytics},
booktitle = {Scalable Visual Analytics, 21.11. - 26.11.2010},
series = {Dagstuhl Seminar Proceedings},
volume = {10471},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
year = {2010},
url = {http://drops.dagstuhl.de/opus/volltexte/2011/2940/},
timestamp = {Thu, 10 Jun 2021 13:02:08 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/KeimW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/KeimW10a,
author = {Daniel A. Keim and
Stefan Wrobel},
editor = {Daniel A. Keim and
Stefan Wrobel},
title = {10471 Executive Summary - Scalable Visual Analytics},
booktitle = {Scalable Visual Analytics, 21.11. - 26.11.2010},
series = {Dagstuhl Seminar Proceedings},
volume = {10471},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
year = {2010},
url = {http://drops.dagstuhl.de/opus/volltexte/2011/2939/},
timestamp = {Thu, 23 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/KeimW10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BoleyHW09,
author = {Mario Boley and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
title = {Efficient discovery of interesting patterns based on strong closedness},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {5-6},
pages = {346--360},
year = {2009},
url = {https://doi.org/10.1002/sam.10057},
doi = {10.1002/SAM.10057},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BoleyHW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/healthgrid/SethRW09,
author = {Shivani Seth and
Stefan R{\"{u}}ping and
Stefan Wrobel},
editor = {Tony Solomonides and
Martin Hofmann{-}Apitius and
Mathias Freudigmann and
Sebastian Claudius Semler and
Yannick Legr{\'{e}} and
Mary Kratz},
title = {Metadata Extraction using Text Mining},
booktitle = {Healthgrid Research, Innovation and Business Case - Proceedings of
HealthGrid 2009, Berlin, Germany, 29 June - 1 July 2009},
series = {Studies in Health Technology and Informatics},
volume = {147},
pages = {95--104},
publisher = {{IOS} Press},
year = {2009},
url = {https://doi.org/10.3233/978-1-60750-027-8-95},
doi = {10.3233/978-1-60750-027-8-95},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/healthgrid/SethRW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WegenerMAW09,
author = {Dennis Wegener and
Michael Mock and
Deyaa Adranale and
Stefan Wrobel},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Toolkit-Based High-Performance Data Mining of Large Data on MapReduce
Clusters},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {296--301},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.34},
doi = {10.1109/ICDMW.2009.34},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WegenerMAW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/HorvathPRW09,
author = {Tam{\'{a}}s Horv{\'{a}}th and
Gerhard Paass and
Frank Reichartz and
Stefan Wrobel},
editor = {Luc De Raedt},
title = {A Logic-Based Approach to Relation Extraction from Texts},
booktitle = {Inductive Logic Programming, 19th International Conference, {ILP}
2009, Leuven, Belgium, July 02-04, 2009. Revised Papers},
series = {Lecture Notes in Computer Science},
volume = {5989},
pages = {34--48},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-13840-9\_5},
doi = {10.1007/978-3-642-13840-9\_5},
timestamp = {Sun, 25 Oct 2020 23:05:34 +0100},
biburl = {https://dblp.org/rec/conf/ilp/HorvathPRW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/WangMGW09,
author = {Hongqi Wang and
Olana Missura and
Thomas G{\"{a}}rtner and
Stefan Wrobel},
editor = {B{\"{a}}rbel Mertsching and
Marcus Hund and
Muhammad Zaheer Aziz},
title = {Context-Based Clustering of Image Search Results},
booktitle = {{KI} 2009: Advances in Artificial Intelligence, 32nd Annual German
Conference on AI, Paderborn, Germany, September 15-18, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5803},
pages = {153--160},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04617-9\_20},
doi = {10.1007/978-3-642-04617-9\_20},
timestamp = {Thu, 05 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ki/WangMGW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BoleyHW09,
author = {Mario Boley and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
title = {Efficient Discovery of Interesting Patterns Based on Strong Closedness},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {1002--1013},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.86},
doi = {10.1137/1.9781611972795.86},
timestamp = {Tue, 19 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/BoleyHW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/GeppertHGWB08,
author = {Hanna Geppert and
Tam{\'{a}}s Horv{\'{a}}th and
Thomas G{\"{a}}rtner and
Stefan Wrobel and
J{\"{u}}rgen Bajorath},
title = {Support-Vector-Machine-Based Ranking Significantly Improves the Effectiveness
of Similarity Searching Using 2D Fingerprints and Multiple Reference
Compounds},
journal = {J. Chem. Inf. Model.},
volume = {48},
number = {4},
pages = {742--746},
year = {2008},
url = {https://doi.org/10.1021/ci700461s},
doi = {10.1021/CI700461S},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/GeppertHGWB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/PunkoRW08,
author = {Natalja Punko and
Stefan R{\"{u}}ping and
Stefan Wrobel},
editor = {Joachim Baumeister and
Martin Atzm{\"{u}}ller},
title = {Facilitating Clinico-Genomic Knowledge Discovery by Automatic Selection
of {KDD} Processes},
booktitle = {{LWA} 2008 - Workshop-Woche: Lernen, Wissen {\&} Adaptivit{\"{a}}t,
W{\"{u}}rzburg, Deutschland, 6.-8. Oktober 2008, Proceedings},
series = {Technical Report},
volume = {448},
pages = {84--86},
publisher = {Department of Computer Science, University of W{\"{u}}rzburg,
Germany},
year = {2008},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lwa/PunkoRW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GrosskreutzRW08,
author = {Henrik Grosskreutz and
Stefan R{\"{u}}ping and
Stefan Wrobel},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Tight Optimistic Estimates for Fast Subgroup Discovery},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5211},
pages = {440--456},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87479-9\_47},
doi = {10.1007/978-3-540-87479-9\_47},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GrosskreutzRW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/springer/AndrienkoAKLW08,
author = {Gennady L. Andrienko and
Natalia V. Andrienko and
Ioannis Kopanakis and
Arend Ligtenberg and
Stefan Wrobel},
editor = {Fosca Giannotti and
Dino Pedreschi},
title = {Visual Analytics Methods for Movement Data},
booktitle = {Mobility, Data Mining and Privacy - Geographic Knowledge Discovery},
pages = {375--410},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-75177-9\_14},
doi = {10.1007/978-3-540-75177-9\_14},
timestamp = {Mon, 03 Jan 2022 21:52:36 +0100},
biburl = {https://dblp.org/rec/series/springer/AndrienkoAKLW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gis/AndrienkoAJKKMW07,
author = {Gennady L. Andrienko and
Natalia V. Andrienko and
Piotr Jankowski and
Daniel A. Keim and
Menno{-}Jan Kraak and
Alan M. MacEachren and
Stefan Wrobel},
title = {Geovisual analytics for spatial decision support: Setting the research
agenda},
journal = {Int. J. Geogr. Inf. Sci.},
volume = {21},
number = {8},
pages = {839--857},
year = {2007},
url = {https://doi.org/10.1080/13658810701349011},
doi = {10.1080/13658810701349011},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gis/AndrienkoAJKKMW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/AndrienkoAW07,
author = {Gennady L. Andrienko and
Natalia V. Andrienko and
Stefan Wrobel},
title = {Visual analytics tools for analysis of movement data},
journal = {{SIGKDD} Explor.},
volume = {9},
number = {2},
pages = {38--46},
year = {2007},
url = {https://doi.org/10.1145/1345448.1345455},
doi = {10.1145/1345448.1345455},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/AndrienkoAW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlg/BoleyHPW07,
author = {Mario Boley and
Tam{\'{a}}s Horv{\'{a}}th and
Axel Poign{\'{e}} and
Stefan Wrobel},
editor = {Paolo Frasconi and
Kristian Kersting and
Koji Tsuda},
title = {Efficient Closed Pattern Mining in Strongly Accessible Set Systems},
booktitle = {Mining and Learning with Graphs, {MLG} 2007, Firence, Italy, August
1-3, 2007, Proceedings},
year = {2007},
url = {http://mlg07.dsi.unifi.it/pdf/11\_Horvath.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlg/BoleyHPW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlg/VembuGW07,
author = {Shankar Vembu and
Thomas G{\"{a}}rtner and
Stefan Wrobel},
editor = {Paolo Frasconi and
Kristian Kersting and
Koji Tsuda},
title = {Semidefinite Ranking on Graphs},
booktitle = {Mining and Learning with Graphs, {MLG} 2007, Firence, Italy, August
1-3, 2007, Proceedings},
year = {2007},
url = {http://mlg07.dsi.unifi.it/pdf/30\_Gaertner.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlg/VembuGW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BoleyHPW07,
author = {Mario Boley and
Tam{\'{a}}s Horv{\'{a}}th and
Axel Poign{\'{e}} and
Stefan Wrobel},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Efficient Closed Pattern Mining in Strongly Accessible Set Systems
(Extended Abstract)},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2007, 11th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Warsaw,
Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4702},
pages = {382--389},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74976-9\_37},
doi = {10.1007/978-3-540-74976-9\_37},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BoleyHPW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/Wrobel06,
author = {Stefan Wrobel},
title = {Intelligenz ist Lernen - 50 Jahre K{\"{u}}nstliche Intelligenz
und Maschinelles Lernen},
journal = {K{\"{u}}nstliche Intell.},
volume = {20},
number = {4},
pages = {40--42},
year = {2006},
url = {http://www.kuenstliche-intelligenz.de/index.php?id=7750\&\#38;tx\_ki\_pi1\%5BshowUid\%5D=1208\&\#38;cHash=fa56adfcde},
timestamp = {Thu, 09 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/Wrobel06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/KornerW06,
author = {Christine K{\"{o}}rner and
Stefan Wrobel},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Multi-class Ensemble-Based Active Learning},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {687--694},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_68},
doi = {10.1007/11871842\_68},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/KornerW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BrefeldGSW06,
author = {Ulf Brefeld and
Thomas G{\"{a}}rtner and
Tobias Scheffer and
Stefan Wrobel},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Efficient co-regularised least squares regression},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {137--144},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143862},
doi = {10.1145/1143844.1143862},
timestamp = {Thu, 05 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BrefeldGSW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HorvathRW06,
author = {Tam{\'{a}}s Horv{\'{a}}th and
Jan Ramon and
Stefan Wrobel},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Frequent subgraph mining in outerplanar graphs},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {197--206},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150427},
doi = {10.1145/1150402.1150427},
timestamp = {Tue, 19 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HorvathRW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/HorvathRW06,
author = {Tam{\'{a}}s Horv{\'{a}}th and
Jan Ramon and
Stefan Wrobel},
editor = {Klaus{-}Dieter Althoff and
Martin Schaaf},
title = {Frequent Subgraph Mining in Outerplanar Graphs},
booktitle = {{LWA} 2006: Lernen - Wissensentdeckung - Adaptivit{\"{a}}t, Hildesheim,
Deutschland, October 9th-11th 2006, joint workshop event of several
interest groups of the German Society for Informatics {(GI)} - 14th
Workshop on Adaptivity and User Modeling in Interactive Systems {(ABIS}
2006) - Workshop Information Retrieval 2006 of the Special Interest
Group Information Retrieval {(FGIR} 2006) - Workshop on Knowledge
and Experience Management {(FGWM} 2006) - 12th Workshop on Knowledge
Discovery, Data Mining, and Machine Learning {(KDML} 2006)},
series = {Hildesheimer Informatik-Berichte},
volume = {1/2006},
pages = {290--296},
publisher = {University of Hildesheim, Institute of Computer Science},
year = {2006},
url = {http://web1.bib.uni-hildesheim.de/edocs/2007/52211198X/meta/},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lwa/HorvathRW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/KornerW06,
author = {Christine K{\"{o}}rner and
Stefan Wrobel},
editor = {Wee Keong Ng and
Masaru Kitsuregawa and
Jianzhong Li and
Kuiyu Chang},
title = {Bias-Free Hypothesis Evaluation in Multirelational Domains},
booktitle = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia
Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3918},
pages = {668--672},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11731139\_76},
doi = {10.1007/11731139\_76},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/KornerW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/HorvathHW06,
author = {Tam{\'{a}}s Horv{\'{a}}th and
Susanne Hoche and
Stefan Wrobel},
editor = {Hisham Haddad},
title = {Effective rule induction from labeled graphs},
booktitle = {Proceedings of the 2006 {ACM} Symposium on Applied Computing (SAC),
Dijon, France, April 23-27, 2006},
pages = {611--616},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1141277.1141416},
doi = {10.1145/1141277.1141416},
timestamp = {Tue, 19 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/HorvathHW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/KornerW06,
author = {Christine K{\"{o}}rner and
Stefan Wrobel},
editor = {Hisham Haddad},
title = {Bias-free hypothesis evaluation in multirelational domains},
booktitle = {Proceedings of the 2006 {ACM} Symposium on Applied Computing (SAC),
Dijon, France, April 23-27, 2006},
pages = {639--640},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1141277.1141423},
doi = {10.1145/1141277.1141423},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/KornerW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gfkl/WrobelGH05,
author = {Stefan Wrobel and
Thomas G{\"{a}}rtner and
Tam{\'{a}}s Horv{\'{a}}th},
editor = {Myra Spiliopoulou and
Rudolf Kruse and
Christian Borgelt and
Andreas N{\"{u}}rnberger and
Wolfgang Gaul},
title = {Kernels for Predictive Graph Mining},
booktitle = {From Data and Information Analysis to Knowledge Engineering, Proceedings
of the 29th Annual Conference of the Gesellschaft f{\"{u}}r Klassifikation
e.V., University of Magdeburg, March 9-11, 2005},
series = {Studies in Classification, Data Analysis, and Knowledge Organization},
pages = {75--86},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/3-540-31314-1\_8},
doi = {10.1007/3-540-31314-1\_8},
timestamp = {Thu, 05 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gfkl/WrobelGH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/KornerW05,
author = {Christine K{\"{o}}rner and
Stefan Wrobel},
editor = {Mathias Bauer and
Boris Brandherm and
Johannes F{\"{u}}rnkranz and
Gunter Grieser and
Andreas Hotho and
Andreas Jedlitschka and
Alexander Kr{\"{o}}ner},
title = {Bias-free Hypothesis Evaluation in Multirelational Domains},
booktitle = {Lernen, Wissensentdeckung und Adaptivit{\"{a}}t {(LWA)} 2005,
{GI} Workshops, Saarbr{\"{u}}cken, October 10th-12th, 2005},
pages = {172--177},
publisher = {{DFKI}},
year = {2005},
timestamp = {Mon, 14 Nov 2005 13:40:03 +0100},
biburl = {https://dblp.org/rec/conf/lwa/KornerW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2005,
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
publisher = {{ACM}},
year = {2005},
isbn = {1-59593-180-5},
timestamp = {Mon, 22 Oct 2007 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CastilloW04,
author = {Lourdes Pe{\~{n}}a Castillo and
Stefan Wrobel},
editor = {Carla E. Brodley},
title = {A comparative study on methods for reducing myopia of hill-climbing
search in multirelational learning},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015334},
doi = {10.1145/1015330.1015334},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CastilloW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HorvathGW04,
author = {Tam{\'{a}}s Horv{\'{a}}th and
Thomas G{\"{a}}rtner and
Stefan Wrobel},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {Cyclic pattern kernels for predictive graph mining},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {158--167},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014072},
doi = {10.1145/1014052.1014072},
timestamp = {Thu, 05 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HorvathGW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/DzeroskiRW03,
author = {Saso Dzeroski and
Luc De Raedt and
Stefan Wrobel},
title = {Multirelational data mining 2003: workshop report},
journal = {{SIGKDD} Explor.},
volume = {5},
number = {2},
pages = {200--202},
year = {2003},
url = {https://doi.org/10.1145/980972.981007},
doi = {10.1145/980972.981007},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/DzeroskiRW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/GartnerFW03,
author = {Thomas G{\"{a}}rtner and
Peter A. Flach and
Stefan Wrobel},
editor = {Bernhard Sch{\"{o}}lkopf and
Manfred K. Warmuth},
title = {On Graph Kernels: Hardness Results and Efficient Alternatives},
booktitle = {Computational Learning Theory and Kernel Machines, 16th Annual Conference
on Computational Learning Theory and 7th Kernel Workshop, COLT/Kernel
2003, Washington, DC, USA, August 24-27, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2777},
pages = {129--143},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45167-9\_11},
doi = {10.1007/978-3-540-45167-9\_11},
timestamp = {Thu, 05 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/GartnerFW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/CastilloW03,
author = {Lourdes Pe{\~{n}}a Castillo and
Stefan Wrobel},
editor = {Georg Gottlob and
Toby Walsh},
title = {Learning Minesweeper with Multirelational Learning},
booktitle = {IJCAI-03, Proceedings of the Eighteenth International Joint Conference
on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003},
pages = {533--540},
publisher = {Morgan Kaufmann},
year = {2003},
url = {http://ijcai.org/Proceedings/03/Papers/079.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:41 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/CastilloW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/HocheW03,
author = {Susanne Hoche and
Stefan Wrobel},
editor = {Tam{\'{a}}s Horv{\'{a}}th},
title = {A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational
Boosting},
booktitle = {Inductive Logic Programming: 13th International Conference, {ILP}
2003, Szeged, Hungary, September 29-October 1, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2835},
pages = {180--196},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39917-9\_13},
doi = {10.1007/978-3-540-39917-9\_13},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/ilp/HocheW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/KrogelRZFLW03,
author = {Mark{-}A. Krogel and
Simon Alan Rawles and
Filip Zelezn{\'{y}} and
Peter A. Flach and
Nada Lavrac and
Stefan Wrobel},
editor = {Tam{\'{a}}s Horv{\'{a}}th},
title = {Comparative Evaluation of Approaches to Propositionalization},
booktitle = {Inductive Logic Programming: 13th International Conference, {ILP}
2003, Szeged, Hungary, September 29-October 1, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2835},
pages = {197--214},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39917-9\_14},
doi = {10.1007/978-3-540-39917-9\_14},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ilp/KrogelRZFLW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/ol/03/WrobelMJ03,
author = {Stefan Wrobel and
Katharina Morik and
Thorsten Joachims},
editor = {G{\"{u}}nther G{\"{o}}rz and
Claus{-}Rainer Rollinger and
Josef Schneeberger},
title = {Maschinelles Lernen und Data Mining},
booktitle = {Handbuch der K{\"{u}}nstlichen Intelligenz, 4. Auflage},
pages = {517--597},
publisher = {Oldenbourg / De Gruyter},
year = {2003},
url = {https://doi.org/10.1524/9783486598834.517},
doi = {10.1524/9783486598834.517},
timestamp = {Fri, 21 May 2021 09:31:52 +0200},
biburl = {https://dblp.org/rec/books/ol/03/WrobelMJ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SchefferW02,
author = {Tobias Scheffer and
Stefan Wrobel},
title = {Finding the Most Interesting Patterns in a Database Quickly by Using
Sequential Sampling},
journal = {J. Mach. Learn. Res.},
volume = {3},
pages = {833--862},
year = {2002},
url = {http://jmlr.org/papers/v3/scheffer02a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SchefferW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/SchefferWPODH02,
author = {Tobias Scheffer and
Stefan Wrobel and
Borislav Popov and
Damyan Ognianov and
Christian Decomain and
Susanne Hoche},
title = {Lerning Hidden Markov Models for Information Extraction Actively from
Partially Labeled Text},
journal = {K{\"{u}}nstliche Intell.},
volume = {16},
number = {2},
pages = {17--22},
year = {2002},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/SchefferWPODH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/KrogelW02,
author = {Mark{-}A. Krogel and
Stefan Wrobel},
editor = {Steffen Lange and
Ken Satoh and
Carl H. Smith},
title = {Feature Selection for Propositionalization},
booktitle = {Discovery Science, 5th International Conference, {DS} 2002, L{\"{u}}beck,
Germany, November 24-26, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2534},
pages = {430--434},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36182-0\_45},
doi = {10.1007/3-540-36182-0\_45},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/KrogelW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/HocheW02,
author = {Susanne Hoche and
Stefan Wrobel},
editor = {Tapio Elomaa and
Heikki Mannila and
Hannu Toivonen},
title = {Scaling Boosting by Margin-Based Inclusionof Features and Relations},
booktitle = {Machine Learning: {ECML} 2002, 13th European Conference on Machine
Learning, Helsinki, Finland, August 19-23, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2430},
pages = {148--160},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36755-1\_13},
doi = {10.1007/3-540-36755-1\_13},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/HocheW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/CastilloW02,
author = {Lourdes Pe{\~{n}}a Castillo and
Stefan Wrobel},
editor = {Tapio Elomaa and
Heikki Mannila and
Hannu Toivonen},
title = {Macro-Operators in Multirelational Learning: {A} Search-Space Reduction
Technique},
booktitle = {Machine Learning: {ECML} 2002, 13th European Conference on Machine
Learning, Helsinki, Finland, August 19-23, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2430},
pages = {357--368},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36755-1\_30},
doi = {10.1007/3-540-36755-1\_30},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/CastilloW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micai/CastilloW02,
author = {Lourdes Pe{\~{n}}a Castillo and
Stefan Wrobel},
editor = {Carlos A. Coello Coello and
Alvaro de Albornoz and
Luis Enrique Sucar and
Osvaldo Cair{\'{o}} Battistutti},
title = {On the Stability of Example-Driven Learning Systems: {A} Case Study
in Multirelational Learning},
booktitle = {{MICAI} 2002: Advances in Artificial Intelligence, Second Mexican
International Conference on Artificial Intelligence, Merida, Yucatan,
Mexico, April 22-26, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2313},
pages = {321--330},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46016-0\_34},
doi = {10.1007/3-540-46016-0\_34},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/micai/CastilloW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SchefferW02,
author = {Tobias Scheffer and
Stefan Wrobel},
editor = {Tapio Elomaa and
Heikki Mannila and
Hannu Toivonen},
title = {A Scalable Constant-Memory Sampling Algorithm for Pattern Discovery
in Large Databases},
booktitle = {Principles of Data Mining and Knowledge Discovery, 6th European Conference,
{PKDD} 2002, Helsinki, Finland, August 19-23, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2431},
pages = {397--409},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45681-3\_33},
doi = {10.1007/3-540-45681-3\_33},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SchefferW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HorvathWB01,
author = {Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel and
Uta Bohnebeck},
title = {Relational Instance-Based Learning with Lists and Terms},
journal = {Mach. Learn.},
volume = {43},
number = {1/2},
pages = {53--80},
year = {2001},
url = {https://doi.org/10.1023/A:1007668716498},
doi = {10.1023/A:1007668716498},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HorvathWB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/HorvathW01,
author = {Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
editor = {Klaus P. Jantke and
Ayumi Shinohara},
title = {Towards Discovery of Deep and Wide First-Order Structures: {A} Case
Study in the Domain of Mutagenicity},
booktitle = {Discovery Science, 4th International Conference, {DS} 2001, Washington,
DC, USA, November 25-28, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2226},
pages = {100--112},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45650-3\_12},
doi = {10.1007/3-540-45650-3\_12},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/HorvathW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Wrobel01,
author = {Stefan Wrobel},
editor = {Luc De Raedt and
Peter A. Flach},
title = {Scalability, Search, and Sampling: From Smart Algorithms to Active
Discovery},
booktitle = {Machine Learning: {EMCL} 2001, 12th European Conference on Machine
Learning, Freiburg, Germany, September 5-7, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2167},
pages = {615},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44795-4\_55},
doi = {10.1007/3-540-44795-4\_55},
timestamp = {Sun, 25 Oct 2020 23:05:12 +0100},
biburl = {https://dblp.org/rec/conf/ecml/Wrobel01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SchefferDW01,
author = {Tobias Scheffer and
Christian Decomain and
Stefan Wrobel},
editor = {Nick Cercone and
Tsau Young Lin and
Xindong Wu},
title = {Mining the Web with Active Hidden Markov Models},
booktitle = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
29 November - 2 December 2001, San Jose, California, {USA}},
pages = {645--646},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/ICDM.2001.989591},
doi = {10.1109/ICDM.2001.989591},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SchefferDW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchefferW01,
author = {Tobias Scheffer and
Stefan Wrobel},
editor = {Carla E. Brodley and
Andrea Pohoreckyj Danyluk},
title = {Incremental Maximization of Non-Instance-Averaging Utility Functions
with Applications to Knowledge Discovery Problems},
booktitle = {Proceedings of the Eighteenth International Conference on Machine
Learning {(ICML} 2001), Williams College, Williamstown, MA, USA, June
28 - July 1, 2001},
pages = {481--488},
publisher = {Morgan Kaufmann},
year = {2001},
timestamp = {Wed, 27 Nov 2002 10:53:35 +0100},
biburl = {https://dblp.org/rec/conf/icml/SchefferW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/SchefferDW01,
author = {Tobias Scheffer and
Christian Decomain and
Stefan Wrobel},
editor = {Frank Hoffmann and
David J. Hand and
Niall M. Adams and
Douglas H. Fisher and
Gabriela Guimar{\~{a}}es},
title = {Active Hidden Markov Models for Information Extraction},
booktitle = {Advances in Intelligent Data Analysis, 4th International Conference,
{IDA} 2001, Cascais, Portugal, September 13-15, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2189},
pages = {309--318},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44816-0\_31},
doi = {10.1007/3-540-44816-0\_31},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/SchefferDW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/HocheW01,
author = {Susanne Hoche and
Stefan Wrobel},
editor = {C{\'{e}}line Rouveirol and
Mich{\`{e}}le Sebag},
title = {Relational Learning Using Constrained Confidence-Rated Boosting},
booktitle = {Inductive Logic Programming, 11th International Conference, {ILP}
2001, Strasbourg, France, September 9-11, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2157},
pages = {51--64},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44797-0\_5},
doi = {10.1007/3-540-44797-0\_5},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/ilp/HocheW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/KrogelW01,
author = {Mark{-}A. Krogel and
Stefan Wrobel},
editor = {C{\'{e}}line Rouveirol and
Mich{\`{e}}le Sebag},
title = {Transformation-Based Learning Using Multirelational Aggregation},
booktitle = {Inductive Logic Programming, 11th International Conference, {ILP}
2001, Strasbourg, France, September 9-11, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2157},
pages = {142--155},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44797-0\_12},
doi = {10.1007/3-540-44797-0\_12},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ilp/KrogelW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Wrobel01,
author = {Stefan Wrobel},
editor = {Luc De Raedt and
Arno Siebes},
title = {Scalability, Search, and Sampling: From Smart Algorithms to Active
Discovery},
booktitle = {Principles of Data Mining and Knowledge Discovery, 5th European Conference,
{PKDD} 2001, Freiburg, Germany, September 3-5, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2168},
pages = {507},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44794-6\_45},
doi = {10.1007/3-540-44794-6\_45},
timestamp = {Sun, 25 Oct 2020 22:53:46 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Wrobel01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/KirstenW00,
author = {Mathias Kirsten and
Stefan Wrobel},
editor = {James Cussens and
Alan M. Frisch},
title = {Extending K-Means Clustering to First-Order Representations},
booktitle = {Inductive Logic Programming, 10th International Conference, {ILP}
2000, London, UK, July 24-27, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1866},
pages = {112--129},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-44960-4\_7},
doi = {10.1007/3-540-44960-4\_7},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/ilp/KirstenW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SchefferW00,
author = {Tobias Scheffer and
Stefan Wrobel},
editor = {Raghu Ramakrishnan and
Salvatore J. Stolfo and
Roberto J. Bayardo and
Ismail Parsa},
title = {A sequential sampling algorithm for a general class of utility criteria},
booktitle = {Proceedings of the sixth {ACM} {SIGKDD} international conference on
Knowledge discovery and data mining, Boston, MA, USA, August 20-23,
2000},
pages = {330--334},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/347090.347162},
doi = {10.1145/347090.347162},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SchefferW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/HorvathAGW99,
author = {Tam{\'{a}}s Horv{\'{a}}th and
Zolt{\'{a}}n Alexin and
Tibor Gyim{\'{o}}thy and
Stefan Wrobel},
editor = {Saso Dzeroski and
Peter A. Flach},
title = {Application of Different Learning Methods to Hungarian Part-of-Speech
Tagging},
booktitle = {Inductive Logic Programming, 9th International Workshop, ILP-99, Bled,
Slovenia, June 24-27, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1634},
pages = {128--139},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48751-4\_13},
doi = {10.1007/3-540-48751-4\_13},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/ilp/HorvathAGW99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/Wrobel98,
author = {Stefan Wrobel},
title = {Data Mining und Wissensentdeckung in Datenbanken},
journal = {K{\"{u}}nstliche Intell.},
volume = {12},
number = {1},
pages = {6--10},
year = {1998},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/Wrobel98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/Wrobel98a,
author = {Stefan Wrobel},
title = {Data Mining Serviceteil},
journal = {K{\"{u}}nstliche Intell.},
volume = {12},
number = {1},
pages = {58--59},
year = {1998},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/Wrobel98a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/KirstenWDD98,
author = {Mathias Kirsten and
Stefan Wrobel and
F. Wilhelm Dahmen and
Hans{-}Christoph Dahmen},
title = {Einsatz von Data Mining-Techniken zur Analyse {\"{o}}kologischer
Standort- und Pflanzendaten},
journal = {K{\"{u}}nstliche Intell.},
volume = {12},
number = {2},
pages = {39--42},
year = {1998},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/KirstenWDD98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Wrobel98,
author = {Stefan Wrobel},
editor = {Michael M. Richter and
Carl H. Smith and
Rolf Wiehagen and
Thomas Zeugmann},
title = {Scalability Issues in Inductive Logic Programming},
booktitle = {Algorithmic Learning Theory, 9th International Conference, {ALT} '98,
Otzenhausen, Germany, October 8-10, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1501},
pages = {11--30},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/3-540-49730-7\_2},
doi = {10.1007/3-540-49730-7\_2},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/Wrobel98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gcb/BohnebeckSHWB98,
author = {Uta Bohnebeck and
Werner S{\"{a}}lter and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel and
Dietmar Blohm},
title = {Measuring similarity of {RNA} structures by relational instance-based
learning: {A} first step toward detecting {RNA} signal structures
in silico},
booktitle = {Proceedings of the German Conference on Bioinformatics, {GCB} 1998,
University of Cologne, Germany, October 1998},
publisher = {Oxford University Press},
year = {1998},
timestamp = {Fri, 02 Aug 2019 15:48:14 +0200},
biburl = {https://dblp.org/rec/conf/gcb/BohnebeckSHWB98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/BohnebeckHW98,
author = {Uta Bohnebeck and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
editor = {David Page},
title = {Term Comparisons in First-Order Similarity Measures},
booktitle = {Inductive Logic Programming, 8th International Workshop, ILP-98, Madison,
Wisconsin, USA, July 22-24, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1446},
pages = {65--79},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0027311},
doi = {10.1007/BFB0027311},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/ilp/BohnebeckHW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/KirstenW98,
author = {Mathias Kirsten and
Stefan Wrobel},
editor = {David Page},
title = {Relational Distance-Based Clustering},
booktitle = {Inductive Logic Programming, 8th International Workshop, ILP-98, Madison,
Wisconsin, USA, July 22-24, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1446},
pages = {261--270},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0027330},
doi = {10.1007/BFB0027330},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ilp/KirstenW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/Wrobel97,
author = {Stefan Wrobel},
title = {Data Mining - Das aktuelle Schlagwort},
journal = {K{\"{u}}nstliche Intell.},
volume = {11},
number = {1},
pages = {22},
year = {1997},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/Wrobel97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Wrobel97,
author = {Stefan Wrobel},
editor = {Henryk Jan Komorowski and
Jan M. Zytkow},
title = {An Algorithm for Multi-relational Discovery of Subgroups},
booktitle = {Principles of Data Mining and Knowledge Discovery, First European
Symposium, {PKDD} '97, Trondheim, Norway, June 24-27, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1263},
pages = {78--87},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3-540-63223-9\_108},
doi = {10.1007/3-540-63223-9\_108},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Wrobel97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xps/EmdeRVBBOPSSW97,
author = {Werner Emde and
J{\"{o}}rg Rahmer and
Angi Vo{\ss} and
Christian Beilken and
Josef B{\"{o}}rding and
Wolfgang Orth and
Ulrike Petersen and
J{\"{o}}rg Walter Schaaf and
Michael Spenke and
Stefan Wrobel},
editor = {Peter Mertens and
Hans Vo{\ss}},
title = {Interactive Configuration in KIKon},
booktitle = {Expertensysteme 97 - Beitr{\"{a}}ge zur 4. Deutschen Tagung Wissensbasierte
Systeme (XPS-97), Bad Honnef am Rhein, Germany, March 5-7, 1997},
pages = {79--91},
publisher = {Infix},
year = {1997},
timestamp = {Thu, 16 Mar 2017 15:41:44 +0100},
biburl = {https://dblp.org/rec/conf/xps/EmdeRVBBOPSSW97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/LavracW96,
author = {Nada Lavrac and
Stefan Wrobel},
title = {Induktive Logikprogrammierung - Grundlagen und Techniken},
journal = {K{\"{u}}nstliche Intell.},
volume = {10},
number = {3},
pages = {46--54},
year = {1996},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/LavracW96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WrobelWSE96,
author = {Stefan Wrobel and
Dietrich Wettschereck and
Edgar Sommer and
Werner Emde},
editor = {Evangelos Simoudis and
Jiawei Han and
Usama M. Fayyad},
title = {Extensibility in Data Mining Systems},
booktitle = {Proceedings of the Second International Conference on Knowledge Discovery
and Data Mining (KDD-96), Portland, Oregon, {USA}},
pages = {214--219},
publisher = {{AAAI} Press},
year = {1996},
url = {http://www.aaai.org/Library/KDD/1996/kdd96-035.php},
timestamp = {Mon, 05 Jun 2017 13:20:21 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WrobelWSE96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecml/1995,
editor = {Nada Lavrac and
Stefan Wrobel},
title = {Machine Learning: ECML-95, 8th European Conference on Machine Learning,
Heraclion, Crete, Greece, April 25-27, 1995, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {912},
publisher = {Springer},
year = {1995},
url = {https://doi.org/10.1007/3-540-59286-5},
doi = {10.1007/3-540-59286-5},
isbn = {3-540-59286-5},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/1995.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0080774,
author = {Stefan Wrobel},
title = {Concept formation and knowledge revision: a demand driven approach
to representation change},
publisher = {Kluwer},
year = {1994},
url = {https://d-nb.info/940225190},
isbn = {978-0-7923-9500-3},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0080774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Wrobel94,
author = {Stefan Wrobel},
title = {Concept Formation During Interactive Theory Revision},
journal = {Mach. Learn.},
volume = {14},
number = {1},
pages = {169--191},
year = {1994},
url = {https://doi.org/10.1023/A:1022674116380},
doi = {10.1023/A:1022674116380},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Wrobel94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Wrobel93,
author = {Stefan Wrobel},
editor = {Pavel Brazdil},
title = {On the Proper Definition of Minimality in Specialization and Theory
Revision},
booktitle = {Machine Learning: ECML-93, European Conference on Machine Learning,
Vienna, Austria, April 5-7, 1993, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {667},
pages = {65--82},
publisher = {Springer},
year = {1993},
url = {https://doi.org/10.1007/3-540-56602-3\_128},
doi = {10.1007/3-540-56602-3\_128},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Wrobel93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/Wrobel91,
author = {Stefan Wrobel},
title = {Die Umweltverankerung von Begriffsbildungsprozessen},
journal = {K{\"{u}}nstliche Intell.},
volume = {5},
number = {1},
pages = {22--26},
year = {1991},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ki/Wrobel91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BergadanoERW91,
author = {Francesco Bergadano and
Floriana Esposito and
C{\'{e}}line Rouveirol and
Stefan Wrobel},
editor = {Yves Kodratoff},
title = {Panel: Evaluating and Changing Representation in Concept Acquisition},
booktitle = {Machine Learning - EWSL-91, European Working Session on Learning,
Porto, Portugal, March 6-8, 1991, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {482},
pages = {89--100},
publisher = {Springer},
year = {1991},
url = {https://doi.org/10.1007/BFb0017006},
doi = {10.1007/BFB0017006},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/BergadanoERW91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Wrobel91,
author = {Stefan Wrobel},
editor = {John Mylopoulos and
Raymond Reiter},
title = {Towards a Model of Grounded Concept Formation},
booktitle = {Proceedings of the 12th International Joint Conference on Artificial
Intelligence. Sydney, Australia, August 24-30, 1991},
pages = {712--719},
publisher = {Morgan Kaufmann},
year = {1991},
url = {http://ijcai.org/Proceedings/91-2/Papers/016.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:13 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Wrobel91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmms/Wrobel88,
author = {Stefan Wrobel},
title = {Design Goals for Sloppy Modeling Systems},
journal = {Int. J. Man Mach. Stud.},
volume = {29},
number = {4},
pages = {461--477},
year = {1988},
url = {https://doi.org/10.1016/S0020-7373(88)80006-3},
doi = {10.1016/S0020-7373(88)80006-3},
timestamp = {Fri, 15 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmms/Wrobel88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Wrobel88,
author = {Stefan Wrobel},
editor = {Derek H. Sleeman},
title = {Automatic Representation Adjustment in an Observational Discovery
System},
booktitle = {Proceedings of the Third European Working Session on Learning, {EWSL}
1988, Turing Institute, Glasgow, UK, October 3-5, 1988},
pages = {253--262},
publisher = {Pitman Publishing},
year = {1988},
timestamp = {Wed, 31 May 2017 09:00:17 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Wrobel88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/Wrobel87,
author = {Stefan Wrobel},
editor = {Katharina Morik},
title = {Higher-order Concepts in a Tractable Knowledge Representation},
booktitle = {GWAI-87, 11th German Workshop on Artificial Intelligence, Geseke,
Germany, September 28 - October 2, 1987, Proceedings},
series = {Informatik-Fachberichte},
volume = {152},
pages = {129--138},
publisher = {Springer},
year = {1987},
url = {https://doi.org/10.1007/978-3-642-73005-4\_14},
doi = {10.1007/978-3-642-73005-4\_14},
timestamp = {Wed, 11 Jul 2018 09:53:42 +0200},
biburl = {https://dblp.org/rec/conf/ki/Wrobel87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kroml/Wrobel87,
author = {Stefan Wrobel},
editor = {Katharina Morik},
title = {Demand-Driven Concept Formation},
booktitle = {Knowledge Representation and Organization in Machine Learning [Workshop,
1987, Schlo{\ss} Ehringerfeld, Germany]},
series = {Lecture Notes in Computer Science},
volume = {347},
pages = {289--319},
publisher = {Springer},
year = {1987},
url = {https://doi.org/10.1007/BFb0017228},
doi = {10.1007/BFB0017228},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/kroml/Wrobel87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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