Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Ricardo Vilalta
@article{DBLP:journals/mlst/RajputSBARZPV24,
author = {Kishansingh Rajput and
Malachi Schram and
Willem Blokland and
Yasir Alanazi and
Pradeep Ramuhalli and
Alexander Zhukov and
Charles Peters and
Ricardo Vilalta},
title = {Robust errant beam prognostics with conditional modeling for particle
accelerators},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15044},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2e18},
doi = {10.1088/2632-2153/AD2E18},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/RajputSBARZPV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-14090,
author = {Zhenyu Dai and
Ben Moews and
Ricardo Vilalta and
Romeel Dave},
title = {Physics-informed neural networks in the recreation of hydrodynamic
simulations from dark matter},
journal = {CoRR},
volume = {abs/2303.14090},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.14090},
doi = {10.48550/ARXIV.2303.14090},
eprinttype = {arXiv},
eprint = {2303.14090},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-14090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10040,
author = {Kishansingh Rajput and
Malachi Schram and
Willem Blokland and
Yasir Alanazi and
Pradeep Ramuhalli and
Alexander Zhukov and
Charles Peters and
Ricardo Vilalta},
title = {Robust Errant Beam Prognostics with Conditional Modeling for Particle
Accelerators},
journal = {CoRR},
volume = {abs/2312.10040},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.10040},
doi = {10.48550/ARXIV.2312.10040},
eprinttype = {arXiv},
eprint = {2312.10040},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-10040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DeianaTABGDHHLN22,
author = {Allison McCarn Deiana and
Nhan Tran and
Joshua Agar and
Michaela Blott and
Giuseppe Di Guglielmo and
Javier M. Duarte and
Philip C. Harris and
Scott Hauck and
Mia Liu and
Mark S. Neubauer and
Jennifer Ngadiuba and
Seda Ogrenci Memik and
Maurizio Pierini and
Thea Aarrestad and
Steffen B{\"{a}}hr and
J{\"{u}}rgen Becker and
Anne{-}Sophie Berthold and
Richard J. Bonventre and
Tom{\'{a}}s E. M{\"{u}}ller{-}Bravo and
Markus Diefenthaler and
Zhen Dong and
Nick Fritzsche and
Amir Gholami and
Ekaterina Govorkova and
Dongning Guo and
Kyle J. Hazelwood and
Christian Herwig and
Babar Khan and
Sehoon Kim and
Thomas Klijnsma and
Yaling Liu and
Kin Ho Lo and
Tri Nguyen and
Gianantonio Pezzullo and
Seyedramin Rasoulinezhad and
Ryan A. Rivera and
Kate Scholberg and
Justin Selig and
Sougata Sen and
Dmitri Strukov and
William Tang and
Savannah Thais and
Kai Lukas Unger and
Ricardo Vilalta and
Belinavon Krosigk and
Shen Wang and
Thomas K. Warburton},
title = {Applications and Techniques for Fast Machine Learning in Science},
journal = {Frontiers Big Data},
volume = {5},
pages = {787421},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.787421},
doi = {10.3389/FDATA.2022.787421},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/DeianaTABGDHHLN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MeskhiRMV21,
author = {Mikhail M. Meskhi and
Adriano Rivolli and
Rafael G. Mantovani and
Ricardo Vilalta},
editor = {Isabelle Guyon and
Jan N. van Rijn and
S{\'{e}}bastien Treguer and
Joaquin Vanschoren},
title = {Learning Abstract Task Representations},
booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
2021, virtual, February 9, 2021},
series = {Proceedings of Machine Learning Research},
volume = {140},
pages = {127--137},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v140/meskhi21a.html},
timestamp = {Fri, 15 Jul 2022 14:51:04 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MeskhiRMV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-07852,
author = {Mikhail M. Meskhi and
Adriano Rivolli and
Rafael G. Mantovani and
Ricardo Vilalta},
title = {Learning Abstract Task Representations},
journal = {CoRR},
volume = {abs/2101.07852},
year = {2021},
url = {https://arxiv.org/abs/2101.07852},
eprinttype = {arXiv},
eprint = {2101.07852},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-07852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13041,
author = {Allison McCarn Deiana and
Nhan Tran and
Joshua Agar and
Michaela Blott and
Giuseppe Di Guglielmo and
Javier M. Duarte and
Philip C. Harris and
Scott Hauck and
Mia Liu and
Mark S. Neubauer and
Jennifer Ngadiuba and
Seda Ogrenci Memik and
Maurizio Pierini and
Thea Aarrestad and
Steffen B{\"{a}}hr and
J{\"{u}}rgen Becker and
Anne{-}Sophie Berthold and
Richard J. Bonventre and
Tom{\'{a}}s E. M{\"{u}}ller{-}Bravo and
Markus Diefenthaler and
Zhen Dong and
Nick Fritzsche and
Amir Gholami and
Ekaterina Govorkova and
Kyle J. Hazelwood and
Christian Herwig and
Babar Khan and
Sehoon Kim and
Thomas Klijnsma and
Yaling Liu and
Kin Ho Lo and
Tri Nguyen and
Gianantonio Pezzullo and
Seyedramin Rasoulinezhad and
Ryan A. Rivera and
Kate Scholberg and
Justin Selig and
Sougata Sen and
Dmitri Strukov and
William Tang and
Savannah Thais and
Kai Lukas Unger and
Ricardo Vilalta and
Belinavon Krosigk and
Thomas K. Warburton and
Maria Acosta Flechas and
Anthony Aportela and
Thomas Calvet and
Leonardo Cristella and
Daniel Diaz and
Caterina Doglioni and
Maria Domenica Galati and
Elham E Khoda and
Farah Fahim and
Davide Giri and
Benjamin Hawks and
Duc Hoang and
Burt Holzman and
Shih{-}Chieh Hsu and
Sergo Jindariani and
Iris Johnson and
Raghav Kansal and
Ryan Kastner and
Erik Katsavounidis and
Jeffrey D. Krupa and
Pan Li and
Sandeep Madireddy and
Ethan Marx and
Patrick McCormack and
Andres Meza and
Jovan Mitrevski and
Mohammed Attia Mohammed and
Farouk Mokhtar and
Eric A. Moreno and
Srishti Nagu and
Rohin Narayan and
Noah Palladino and
Zhiqiang Que and
Sang Eon Park and
Subramanian Ramamoorthy and
Dylan S. Rankin and
Simon Rothman and
Ashish Sharma and
Sioni Summers and
Pietro Vischia and
Jean{-}Roch Vlimant and
Olivia Weng},
title = {Applications and Techniques for Fast Machine Learning in Science},
journal = {CoRR},
volume = {abs/2110.13041},
year = {2021},
url = {https://arxiv.org/abs/2110.13041},
eprinttype = {arXiv},
eprint = {2110.13041},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13041.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/KennamerIGSIPVM20,
author = {Noble Kennamer and
Emille E. O. Ishida and
Santiago Gonzalez{-}Gaitan and
Rafael S. de Souza and
Alexander Ihler and
Kara Ponder and
Ricardo Vilalta and
Anais M{\"{o}}ller and
David O. Jones and
Mi Dai and
Alberto Krone{-}Martins and
Bruno Quint and
Sreevarsha Sreejith and
Alex I. Malz and
Llu{\'{\i}}s Galbany},
title = {Active learning with {RESSPECT:} Resource allocation for extragalactic
astronomical transients},
booktitle = {2020 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2020, Canberra, Australia, December 1-4, 2020},
pages = {3115--3124},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SSCI47803.2020.9308300},
doi = {10.1109/SSCI47803.2020.9308300},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/KennamerIGSIPVM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05941,
author = {Noble Kennamer and
Emille E. O. Ishida and
Santiago Gonzalez{-}Gaitan and
Rafael S. de Souza and
Alexander Ihler and
Kara Ponder and
Ricardo Vilalta and
Anais M{\"{o}}ller and
David O. Jones and
Mi Dai and
Alberto Krone{-}Martins and
Bruno Quint and
Sreevarsha Sreejith and
Alex I. Malz and
Llu{\'{\i}}s Galbany},
title = {Active learning with {RESSPECT:} Resource allocation for extragalactic
astronomical transients},
journal = {CoRR},
volume = {abs/2010.05941},
year = {2020},
url = {https://arxiv.org/abs/2010.05941},
eprinttype = {arXiv},
eprint = {2010.05941},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-05941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaai/PishehV19,
author = {Farinaz Pisheh and
Ricardo Vilalta},
title = {Filter-Based Information-Theoretic Feature Selection},
booktitle = {The 3rd International Conference on Advances in Artificial Intelligence,
{ICAAI} 2019, Istanbul, Turkey, October 26-28, 2019},
pages = {207--211},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3369114.3369119},
doi = {10.1145/3369114.3369119},
timestamp = {Thu, 23 Jan 2020 16:47:32 +0100},
biburl = {https://dblp.org/rec/conf/icaai/PishehV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02479,
author = {Brian Nord and
Andrew J. Connolly and
Jamie Kinney and
Jeremy Kubica and
Gautaum Narayan and
Joshua E. G. Peek and
Chad Schafer and
Erik J. Tollerud and
Camille Avestruz and
Gutti Jogesh Babu and
Simon Birrer and
Douglas Burke and
Jo{\~{a}}o Caldeira and
Douglas A. Caldwell and
Joleen K. Carlberg and
Yen{-}Chi Chen and
Chuanfei Dong and
Eric D. Feigelson and
V. Zach Golkhou and
Vinay Kashyap and
T. S. Li and
Thomas Loredo and
Luisa Lucie{-}Smith and
Kaisey S. Mandel and
J. R. Mart{\'{\i}}nez{-}Galarza and
Adam A. Miller and
Priyamvada Natarajan and
Michelle Ntampaka and
Andy Ptak and
David Rapetti and
Lior Shamir and
Aneta Siemiginowska and
Brigitta M. Sipocz and
Arfon M. Smith and
Nhan Tran and
Ricardo Vilalta and
Lucianne M. Walkowicz and
John ZuHone},
title = {Algorithms and Statistical Models for Scientific Discovery in the
Petabyte Era},
journal = {CoRR},
volume = {abs/1911.02479},
year = {2019},
url = {http://arxiv.org/abs/1911.02479},
eprinttype = {arXiv},
eprint = {1911.02479},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02479.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-05355,
author = {Behrang Mehrparvar and
Ricardo Vilalta},
title = {Conceptual Domain Adaptation Using Deep Learning},
journal = {CoRR},
volume = {abs/1808.05355},
year = {2018},
url = {http://arxiv.org/abs/1808.05355},
eprinttype = {arXiv},
eprint = {1808.05355},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-05355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-08839,
author = {Ricardo Vilalta and
Kinjal Dhar Gupta and
Dainis Boumber and
Mikhail M. Meskhi},
title = {A General Approach to Domain Adaptation with Applications in Astronomy},
journal = {CoRR},
volume = {abs/1812.08839},
year = {2018},
url = {http://arxiv.org/abs/1812.08839},
eprinttype = {arXiv},
eprint = {1812.08839},
timestamp = {Wed, 02 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-08839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-10403,
author = {Ricardo Vilalta},
title = {Transfer Learning in Astronomy: {A} New Machine-Learning Paradigm},
journal = {CoRR},
volume = {abs/1812.10403},
year = {2018},
url = {http://arxiv.org/abs/1812.10403},
eprinttype = {arXiv},
eprint = {1812.10403},
timestamp = {Thu, 03 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-10403.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spects/CPVCL17,
author = {Carlos A. Rincon C. and
Jehan{-}Fran{\c{c}}ois P{\^{a}}ris and
Ricardo Vilalta and
Albert M. K. Cheng and
Darrell D. E. Long},
title = {Disk failure prediction in heterogeneous environments},
booktitle = {International Symposium on Performance Evaluation of Computer and
Telecommunication Systems, {SPECTS} 2017, Seattle, WA, USA, July 9-12,
2017},
pages = {1--7},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.23919/SPECTS.2017.8046776},
doi = {10.23919/SPECTS.2017.8046776},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/spects/CPVCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/VilaltaIBSSM17,
author = {Ricardo Vilalta and
Emille E. O. Ishida and
R{\'{o}}bert Beck and
R. Sutrisno and
Rafael S. de Souza and
Ashish Mahabal},
title = {Photometric redshift estimation: An active learning approach},
booktitle = {2017 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017},
pages = {1--8},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SSCI.2017.8285192},
doi = {10.1109/SSCI.2017.8285192},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/VilaltaIBSSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/VilaltaGBS17,
author = {Ricardo Vilalta and
Christophe G. Giraud{-}Carrier and
Pavel Brazdil and
Carlos Soares},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Inductive Transfer},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {666--671},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_138},
doi = {10.1007/978-1-4899-7687-1\_138},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/ml/VilaltaGBS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/BrazdilVGS17,
author = {Pavel Brazdil and
Ricardo Vilalta and
Christophe G. Giraud{-}Carrier and
Carlos Soares},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Metalearning},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {818--823},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_543},
doi = {10.1007/978-1-4899-7687-1\_543},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/ml/BrazdilVGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/TotiVLLMP16,
author = {Giulia Toti and
Ricardo Vilalta and
Peggy Lindner and
Barry Lefer and
Charles Macias and
Daniel Price},
title = {Analysis of correlation between pediatric asthma exacerbation and
exposure to pollutant mixtures with association rule mining},
journal = {Artif. Intell. Medicine},
volume = {74},
pages = {44--52},
year = {2016},
url = {https://doi.org/10.1016/j.artmed.2016.11.003},
doi = {10.1016/J.ARTMED.2016.11.003},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/TotiVLLMP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/astroinf/IshidaSVABCTGSF16,
author = {Emille E. O. Ishida and
Michele Sasdelli and
Ricardo Vilalta and
Michel Aguena and
Vinicius C. Busti and
Hugo Camacho and
Arlindo M. M. Trindade and
Fabian Gieseke and
Rafael S. de Souza and
Yabebal T. Fantaye and
Paolo A. Mazzali},
editor = {Massimo Brescia and
S. George Djorgovski and
Eric D. Feigelson and
Giuseppe Longo and
Stefano Cavuoti},
title = {Exploring the spectroscopic diversity of type Ia supernovae with Deep
Learning and Unsupervised Clustering},
booktitle = {Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016},
series = {Proceedings of the International Astronomical Union},
volume = {12},
number = {{S325}},
pages = {247--252},
publisher = {Cambridge University Press},
year = {2016},
url = {https://doi.org/10.1017/S174392131601293X},
doi = {10.1017/S174392131601293X},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/astroinf/IshidaSVABCTGSF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/GuptaPVIS16,
author = {Kinjal Dhar Gupta and
Renuka Pampana and
Ricardo Vilalta and
Emille E. O. Ishida and
Rafael S. de Souza},
title = {Automated supernova Ia classification using adaptive learning techniques},
booktitle = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2016, Athens, Greece, December 6-9, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSCI.2016.7849951},
doi = {10.1109/SSCI.2016.7849951},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/GuptaPVIS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ascom/SouzaCKHVMBCR15,
author = {Rafael S. de Souza and
Ewan Cameron and
Madhura Killedar and
Joseph M. Hilbe and
Ricardo Vilalta and
Umberto Maio and
Veronica Biffi and
Benedetta Ciardi and
Jamie D. Riggs},
title = {The overlooked potential of Generalized Linear Models in astronomy,
{I:} Binomial regression},
journal = {Astron. Comput.},
volume = {12},
pages = {21--32},
year = {2015},
url = {https://doi.org/10.1016/j.ascom.2015.04.002},
doi = {10.1016/J.ASCOM.2015.04.002},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ascom/SouzaCKHVMBCR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgr/DcostaSVBP15,
author = {Malcolm Dcosta and
Dvijesh J. Shastri and
Ricardo Vilalta and
Judee K. Burgoon and
Ioannis T. Pavlidis},
title = {Perinasal indicators of deceptive behavior},
booktitle = {11th {IEEE} International Conference and Workshops on Automatic Face
and Gesture Recognition, {FG} 2015, Ljubljana, Slovenia, May 4-8,
2015},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/FG.2015.7163080},
doi = {10.1109/FG.2015.7163080},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fgr/DcostaSVBP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VilaltaGM15,
author = {Ricardo Vilalta and
Kinjal Dhar Gupta and
Ashish Mahabal},
editor = {Albert Bifet and
Michael May and
Bianca Zadrozny and
Ricard Gavald{\`{a}} and
Dino Pedreschi and
Francesco Bonchi and
Jaime S. Cardoso and
Myra Spiliopoulou},
title = {Star Classification Under Data Variability: An Emerging Challenge
in Astroinformatics},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9286},
pages = {241--244},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23461-8\_22},
doi = {10.1007/978-3-319-23461-8\_22},
timestamp = {Wed, 17 Mar 2021 09:50:14 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/VilaltaGM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ValerioV14,
author = {Roberto Valerio and
Ricardo Vilalta},
editor = {Carla E. Brodley and
Peter Stone},
title = {A Data Complexity Approach to Kernel Selection for Support Vector
Machines},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {3138--3139},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.9105},
doi = {10.1609/AAAI.V28I1.9105},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ValerioV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cases/ShiWLZBVX14,
author = {Weidong Shi and
Yuanfeng Wen and
Ziyi Liu and
Xi Zhao and
Dainis Boumber and
Ricardo Vilalta and
Lei Xu},
editor = {Karam S. Chatha and
Rolf Ernst and
Anand Raghunathan and
Ravishankar R. Iyer},
title = {Fault resilient physical neural networks on a single chip},
booktitle = {2014 International Conference on Compilers, Architecture and Synthesis
for Embedded Systems, {CASES} 2014, Uttar Pradesh, India, October
12-17, 2014},
pages = {24:1--24:10},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2656106.2656126},
doi = {10.1145/2656106.2656126},
timestamp = {Mon, 15 May 2023 22:11:16 +0200},
biburl = {https://dblp.org/rec/conf/cases/ShiWLZBVX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/VilaltaGM14,
author = {Ricardo Vilalta and
Kinjal Dhar Gupta and
Lucas Macri},
title = {Domain Adaptation under Data Misalignment: An Application to Cepheid
Variable Star Classification},
booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
Stockholm, Sweden, August 24-28, 2014},
pages = {3660--3665},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICPR.2014.629},
doi = {10.1109/ICPR.2014.629},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/VilaltaGM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ascom/VilaltaGM13,
author = {Ricardo Vilalta and
Kinjal Dhar Gupta and
Lucas Macri},
title = {A machine learning approach to Cepheid variable star classification
using data alignment and maximum likelihood},
journal = {Astron. Comput.},
volume = {2},
pages = {46--53},
year = {2013},
url = {https://doi.org/10.1016/j.ascom.2013.07.002},
doi = {10.1016/J.ASCOM.2013.07.002},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ascom/VilaltaGM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Ocegueda-HernandezV13,
author = {Francisco Ocegueda{-}Hernandez and
Ricardo Vilalta},
title = {An Empirical Study of the Suitability of Class Decomposition for Linear
Models: When Does It Work Well?},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {432--440},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.48},
doi = {10.1137/1.9781611972832.48},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Ocegueda-HernandezV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/VilaltaR12,
author = {Ricardo Vilalta and
Luis Real},
editor = {Tsau Young Lin and
Xiaohua Hu and
Zhaohui Wu and
Arbee L. P. Chen and
Andrei Z. Broder and
Howard Ho and
Shuliang Wang},
title = {Modeling repetitive patterns: {A} bridge between pattern theory and
data mining},
booktitle = {2012 {IEEE} International Conference on Granular Computing, GrC 2012,
Hangzhou, China, August 11-13, 2012},
pages = {493--498},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/GrC.2012.6468565},
doi = {10.1109/GRC.2012.6468565},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/grc/VilaltaR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/DingSMBVWLCW11,
author = {Wei Ding and
Tomasz F. Stepinski and
Yang Mu and
Louren{\c{c}}o P. C. Bandeira and
Ricardo Vilalta and
Youxi Wu and
Zhenyu Lu and
Tianyu Cao and
Xindong Wu},
title = {Subkilometer crater discovery with boosting and transfer learning},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {2},
number = {4},
pages = {39:1--39:22},
year = {2011},
url = {https://doi.org/10.1145/1989734.1989743},
doi = {10.1145/1989734.1989743},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/DingSMBVWLCW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/GhoshSV10,
author = {Soumya Ghosh and
Tomasz F. Stepinski and
Ricardo Vilalta},
title = {Automatic Annotation of Planetary Surfaces With Geomorphic Labels},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {48},
number = {1-1},
pages = {175--185},
year = {2010},
url = {https://doi.org/10.1109/TGRS.2009.2027113},
doi = {10.1109/TGRS.2009.2027113},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/GhoshSV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DingSBVWLC10,
author = {Wei Ding and
Tomasz F. Stepinski and
Louren{\c{c}}o P. C. Bandeira and
Ricardo Vilalta and
Youxi Wu and
Zhenyu Lu and
Tianyu Cao},
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {Automatic detection of craters in planetary images: an embedded framework
using feature selection and boosting},
booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
pages = {749--758},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1871437.1871534},
doi = {10.1145/1871437.1871534},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/DingSBVWLC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/TosicV10,
author = {Predrag T. Tosic and
Ricardo Vilalta},
editor = {Helder Coelho and
Rudi Studer and
Michael J. Wooldridge},
title = {Learning and Meta-Learning for Coordination of Autonomous Unmanned
Vehicles - {A} Preliminary Analysis},
booktitle = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence,
Lisbon, Portugal, August 16-20, 2010, Proceedings},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {215},
pages = {163--168},
publisher = {{IOS} Press},
year = {2010},
url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=17734},
timestamp = {Fri, 26 Apr 2019 14:26:43 +0200},
biburl = {https://dblp.org/rec/conf/ecai/TosicV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/VilaltaOB10,
author = {Ricardo Vilalta and
Francisco Ocegueda{-}Hernandez and
C. Bagaria},
editor = {Joaquim Filipe and
Ana L. N. Fred and
Bernadette Sharp},
title = {A Conceptual Study of Model Selection in Classification - Multiple
Local Models vs One Global Model},
booktitle = {{ICAART} 2010 - Proceedings of the International Conference on Agents
and Artificial Intelligence, Volume 1 - Artificial Intelligence, Valencia,
Spain, January 22-24, 2010},
pages = {113--118},
publisher = {{INSTICC} Press},
year = {2010},
timestamp = {Wed, 03 Mar 2010 08:01:07 +0100},
biburl = {https://dblp.org/rec/conf/icaart/VilaltaOB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/procedia/TosicV10,
author = {Predrag T. Tosic and
Ricardo Vilalta},
editor = {Peter M. A. Sloot and
G. Dick van Albada and
Jack J. Dongarra},
title = {A unified framework for reinforcement learning, co-learning and meta-learning
how to coordinate in collaborative multi-agent systems},
booktitle = {Proceedings of the International Conference on Computational Science,
{ICCS} 2010, University of Amsterdam, The Netherlands, May 31 - June
2, 2010},
series = {Procedia Computer Science},
volume = {1},
number = {1},
pages = {2217--2226},
publisher = {Elsevier},
year = {2010},
url = {https://doi.org/10.1016/j.procs.2010.04.248},
doi = {10.1016/J.PROCS.2010.04.248},
timestamp = {Thu, 08 Jul 2021 14:29:22 +0200},
biburl = {https://dblp.org/rec/journals/procedia/TosicV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dmkdh/VilaltaGB10,
author = {Ricardo Vilalta and
Christophe G. Giraud{-}Carrier and
Pavel Brazdil},
editor = {Oded Maimon and
Lior Rokach},
title = {Meta-Learning - Concepts and Techniques},
booktitle = {Data Mining and Knowledge Discovery Handbook, 2nd ed},
pages = {717--731},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-09823-4\_36},
doi = {10.1007/978-0-387-09823-4\_36},
timestamp = {Tue, 25 Feb 2020 11:33:46 +0100},
biburl = {https://dblp.org/rec/reference/dmkdh/VilaltaGB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/VilaltaGBS10,
author = {Ricardo Vilalta and
Christophe G. Giraud{-}Carrier and
Pavel Brazdil and
Carlos Soares},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Inductive Transfer},
booktitle = {Encyclopedia of Machine Learning},
pages = {545--548},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_401},
doi = {10.1007/978-0-387-30164-8\_401},
timestamp = {Wed, 14 Nov 2018 10:51:34 +0100},
biburl = {https://dblp.org/rec/reference/ml/VilaltaGBS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/BrazdilVGS10,
author = {Pavel Brazdil and
Ricardo Vilalta and
Christophe G. Giraud{-}Carrier and
Carlos Soares},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Metalearning},
booktitle = {Encyclopedia of Machine Learning},
pages = {662--666},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_538},
doi = {10.1007/978-0-387-30164-8\_538},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/ml/BrazdilVGS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0022052,
author = {Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Carlos Soares and
Ricardo Vilalta},
title = {Metalearning - Applications to Data Mining},
series = {Cognitive Technologies},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-540-73263-1},
doi = {10.1007/978-3-540-73263-1},
isbn = {978-3-540-73262-4},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/daglib/0022052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/JiamthapthaksinEV09,
author = {Rachsuda Jiamthapthaksin and
Christoph F. Eick and
Ricardo Vilalta},
editor = {Ronghuai Huang and
Qiang Yang and
Jian Pei and
Jo{\~{a}}o Gama and
Xiaofeng Meng and
Xue Li},
title = {A Framework for Multi-Objective Clustering and Its Application to
Co-Location Mining},
booktitle = {Advanced Data Mining and Applications, 5th International Conference,
{ADMA} 2009, Beijing, China, August 17-19, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5678},
pages = {188--199},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03348-3\_20},
doi = {10.1007/978-3-642-03348-3\_20},
timestamp = {Sun, 02 Oct 2022 15:53:57 +0200},
biburl = {https://dblp.org/rec/conf/adma/JiamthapthaksinEV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dataware/VilaltaS09,
author = {Ricardo Vilalta and
Tomasz F. Stepinski},
editor = {John Wang},
title = {Cluster Validation},
booktitle = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},
pages = {231--236},
publisher = {{IGI} Global},
year = {2009},
url = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10826},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/dataware/VilaltaS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dataware/Giraud-CarrierBSV09,
author = {Christophe G. Giraud{-}Carrier and
Pavel Brazdil and
Carlos Soares and
Ricardo Vilalta},
editor = {John Wang},
title = {Meta-Learning},
booktitle = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},
pages = {1207--1215},
publisher = {{IGI} Global},
year = {2009},
url = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10976},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/dataware/Giraud-CarrierBSV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/VilaltaSA07,
author = {Ricardo Vilalta and
Tomasz F. Stepinski and
Murali{-}Krishna Achari},
title = {An efficient approach to external cluster assessment with an application
to martian topography},
journal = {Data Min. Knowl. Discov.},
volume = {14},
number = {1},
pages = {1--23},
year = {2007},
url = {https://doi.org/10.1007/s10618-006-0045-7},
doi = {10.1007/S10618-006-0045-7},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/VilaltaSA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/StepinskiVG07,
author = {Tomasz F. Stepinski and
Ricardo Vilalta and
Soumya Ghosh},
title = {Machine Learning Tools for Automatic Mapping of Martian Landforms},
journal = {{IEEE} Intell. Syst.},
volume = {22},
number = {6},
pages = {100--106},
year = {2007},
url = {https://doi.org/10.1109/MIS.2007.114},
doi = {10.1109/MIS.2007.114},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/StepinskiVG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/StepinskiGV07,
author = {Tomasz F. Stepinski and
Soumya Ghosh and
Ricardo Vilalta},
title = {Machine Learning for Automatic Mapping of Planetary Surfaces},
booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
July 22-26, 2007, Vancouver, British Columbia, Canada},
pages = {1807--1812},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/AAAI/2007/aaai07-290.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/StepinskiGV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/SunV07,
author = {Chaofan Sun and
Ricardo Vilalta},
editor = {Petra Perner},
title = {Data Selection Using {SASH} Trees for Support Vector Machines},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 5th International
Conference, {MLDM} 2007, Leipzig, Germany, July 18-20, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4571},
pages = {286--295},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73499-4\_22},
doi = {10.1007/978-3-540-73499-4\_22},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/SunV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcse/SubhlokJSVY07,
author = {Jaspal Subhlok and
Olin G. Johnson and
Venkat Subramaniam and
Ricardo Vilalta and
Chang Yun},
editor = {Ingrid Russell and
Susan M. Haller and
J. D. Dougherty and
Susan H. Rodger},
title = {Tablet {PC} video based hybrid coursework in computer science: report
from a pilot project},
booktitle = {Proceedings of the 38th {SIGCSE} Technical Symposium on Computer Science
Education, {SIGCSE} 2007, Covington, Kentucky, USA, March 7-11, 2007},
pages = {74--78},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1227310.1227339},
doi = {10.1145/1227310.1227339},
timestamp = {Fri, 16 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigcse/SubhlokJSVY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/EickRBV06,
author = {Christoph F. Eick and
Alain Rouhana and
Abraham Bagherjeiran and
Ricardo Vilalta},
title = {Using clustering to learn distance functions for supervised similarity
assessment},
journal = {Eng. Appl. Artif. Intell.},
volume = {19},
number = {4},
pages = {395--401},
year = {2006},
url = {https://doi.org/10.1016/j.engappai.2006.01.004},
doi = {10.1016/J.ENGAPPAI.2006.01.004},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/EickRBV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/Vilalta06,
author = {Ricardo Vilalta},
title = {Identifying and Characterizing Class Clusters to Explain Learning
Performance},
booktitle = {What Went Wrong and Why: Lessons from {AI} Research and Applications,
Papers from the 2006 {AAAI} Spring Symposium, Technical Report SS-06-08,
Stanford, California, USA, March 27-29, 2006},
pages = {19--25},
publisher = {{AAAI}},
year = {2006},
url = {http://www.aaai.org/Library/Symposia/Spring/2006/ss06-08-008.php},
timestamp = {Sat, 18 Feb 2012 12:31:52 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/Vilalta06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/StepinskiGV06,
author = {Tomasz F. Stepinski and
Soumya Ghosh and
Ricardo Vilalta},
editor = {Ljupco Todorovski and
Nada Lavrac and
Klaus P. Jantke},
title = {Automatic Recognition of Landforms on Mars Using Terrain Segmentation
and Classification},
booktitle = {Discovery Science, 9th International Conference, {DS} 2006, Barcelona,
Spain, October 7-10, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4265},
pages = {255--266},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11893318\_26},
doi = {10.1007/11893318\_26},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/StepinskiGV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/StepinskiV05,
author = {Tomasz F. Stepinski and
Ricardo Vilalta},
title = {Digital topography models for Martian surfaces},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {2},
number = {3},
pages = {260--264},
year = {2005},
url = {https://doi.org/10.1109/LGRS.2005.848509},
doi = {10.1109/LGRS.2005.848509},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/StepinskiV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BagherjeiranECV05,
author = {Abraham Bagherjeiran and
Christoph F. Eick and
Chun{-}Sheng Chen and
Ricardo Vilalta},
title = {Adaptive Clustering: Obtaining Better Clusters Using Feedback and
Past Experience},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {565--568},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.17},
doi = {10.1109/ICDM.2005.17},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BagherjeiranECV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/BagherjeiranVE05,
author = {Abraham Bagherjeiran and
Ricardo Vilalta and
Christoph F. Eick},
title = {Content-Based Image Retrieval through a Multi-Agent Meta-Learning
Framework},
booktitle = {17th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2005), 14-16 November 2005, Hong Kong, China},
pages = {24--28},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICTAI.2005.50},
doi = {10.1109/ICTAI.2005.50},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/BagherjeiranVE05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/EickRBV05,
author = {Christoph F. Eick and
Alain Rouhana and
Abraham Bagherjeiran and
Ricardo Vilalta},
editor = {Petra Perner and
Atsushi Imiya},
title = {Using Clustering to Learn Distance Functions for Supervised Similarity
Assessment},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 4th International
Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3587},
pages = {120--131},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11510888\_13},
doi = {10.1007/11510888\_13},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/EickRBV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KnutesonV05,
author = {Bruce Knuteson and
Ricardo Vilalta},
editor = {Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo and
Pavel Brazdil and
Rui Camacho and
Jo{\~{a}}o Gama},
title = {Testing Theories in Particle Physics Using Maximum Likelihood and
Adaptive Bin Allocation},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2005, 9th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Porto,
Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3721},
pages = {552--560},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564126\_57},
doi = {10.1007/11564126\_57},
timestamp = {Wed, 24 Mar 2021 17:11:59 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KnutesonV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/datamining2005/VilaltaGB05,
author = {Ricardo Vilalta and
Christophe G. Giraud{-}Carrier and
Pavel Brazdil},
editor = {Oded Maimon and
Lior Rokach},
title = {Meta-Learning},
booktitle = {The Data Mining and Knowledge Discovery Handbook},
pages = {731--748},
publisher = {Springer},
year = {2005},
timestamp = {Mon, 05 Sep 2005 12:46:21 +0200},
biburl = {https://dblp.org/rec/books/sp/datamining2005/VilaltaGB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcsa/VilaltaGBS04,
author = {Ricardo Vilalta and
Christophe G. Giraud{-}Carrier and
Pavel Brazdil and
Carlos Soares},
title = {Using Meta-Learning to Support Data Mining},
journal = {Int. J. Comput. Sci. Appl.},
volume = {1},
number = {1},
pages = {31--45},
year = {2004},
url = {http://www.tmrfindia.org/ijcsa/V1I13.pdf},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcsa/VilaltaGBS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Giraud-CarrierVB04,
author = {Christophe G. Giraud{-}Carrier and
Ricardo Vilalta and
Pavel Brazdil},
title = {Introduction to the Special Issue on Meta-Learning},
journal = {Mach. Learn.},
volume = {54},
number = {3},
pages = {187--193},
year = {2004},
url = {https://doi.org/10.1023/B:MACH.0000015878.60765.42},
doi = {10.1023/B:MACH.0000015878.60765.42},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Giraud-CarrierVB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/VilaltaAE04,
author = {Ricardo Vilalta and
Murali{-}Krishna Achari and
Christoph F. Eick},
editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Lorenza Saitta},
title = {Piece-Wise Model Fitting Using Local Data Patterns},
booktitle = {Proceedings of the 16th Eureopean Conference on Artificial Intelligence,
ECAI'2004, including Prestigious Applicants of Intelligent Systems,
{PAIS} 2004, Valencia, Spain, August 22-27, 2004},
pages = {559--563},
publisher = {{IOS} Press},
year = {2004},
timestamp = {Fri, 11 May 2018 12:42:30 +0200},
biburl = {https://dblp.org/rec/conf/ecai/VilaltaAE04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/EickZV04,
author = {Christoph F. Eick and
Nidal M. Zeidat and
Ricardo Vilalta},
title = {Using Representative-Based Clustering for Nearest Neighbor Dataset
Editing},
booktitle = {Proceedings of the 4th {IEEE} International Conference on Data Mining
{(ICDM} 2004), 1-4 November 2004, Brighton, {UK}},
pages = {375--378},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICDM.2004.10044},
doi = {10.1109/ICDM.2004.10044},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/EickZV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VilaltaSAO04,
author = {Ricardo Vilalta and
Tomasz F. Stepinski and
Murali{-}Krishna Achari and
Francisco Ocegueda{-}Hernandez},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Floriana Esposito and
Fosca Giannotti and
Dino Pedreschi},
title = {A Quantification of Cluster Novelty with an Application to Martian
Topography},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2004, 8th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Pisa,
Italy, September 20-24, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3202},
pages = {434--445},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30116-5\_40},
doi = {10.1007/978-3-540-30116-5\_40},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/VilaltaSAO04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/VilaltaO03,
author = {Ricardo Vilalta and
Daniel Oblinger},
title = {Evaluation Metrics in Classification: {A} Quantification of Distance-Bias},
journal = {Comput. Intell.},
volume = {19},
number = {3},
pages = {264--283},
year = {2003},
url = {https://doi.org/10.1111/1467-8640.00224},
doi = {10.1111/1467-8640.00224},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ci/VilaltaO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/VilaltaR03,
author = {Ricardo Vilalta and
Irina Rish},
editor = {Nada Lavrac and
Dragan Gamberger and
Ljupco Todorovski and
Hendrik Blockeel},
title = {A Decomposition of Classes via Clustering to Explain and Improve Naive
Bayes},
booktitle = {Machine Learning: {ECML} 2003, 14th European Conference on Machine
Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2837},
pages = {444--455},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39857-8\_40},
doi = {10.1007/978-3-540-39857-8\_40},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/VilaltaR03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VilaltaAE03,
author = {Ricardo Vilalta and
Murali{-}Krishna Achari and
Christoph F. Eick},
title = {Class Decomposition via Clustering: {A} New Framework for Low-Variance
Classifiers},
booktitle = {Proceedings of the 3rd {IEEE} International Conference on Data Mining
{(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}},
pages = {673--676},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICDM.2003.1251005},
doi = {10.1109/ICDM.2003.1251005},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/VilaltaAE03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SahooORGMMVS03,
author = {Ramendra K. Sahoo and
Adam J. Oliner and
Irina Rish and
Manish Gupta and
Jos{\'{e}} E. Moreira and
Sheng Ma and
Ricardo Vilalta and
Anand Sivasubramaniam},
editor = {Lise Getoor and
Ted E. Senator and
Pedro M. Domingos and
Christos Faloutsos},
title = {Critical event prediction for proactive management in large-scale
computer clusters},
booktitle = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, August 24
- 27, 2003},
pages = {426--435},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/956750.956799},
doi = {10.1145/956750.956799},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SahooORGMMVS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/VilaltaD02,
author = {Ricardo Vilalta and
Youssef Drissi},
title = {A Perspective View and Survey of Meta-Learning},
journal = {Artif. Intell. Rev.},
volume = {18},
number = {2},
pages = {77--95},
year = {2002},
url = {https://doi.org/10.1023/A:1019956318069},
doi = {10.1023/A:1019956318069},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/VilaltaD02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ibmsj/VilaltaAHMW02,
author = {Ricardo Vilalta and
Chidanand Apt{\'{e}} and
Joseph L. Hellerstein and
Sheng Ma and
Sholom M. Weiss},
title = {Predictive algorithms in the management of computer systems},
journal = {{IBM} Syst. J.},
volume = {41},
number = {3},
pages = {461--474},
year = {2002},
url = {https://doi.org/10.1147/sj.413.0461},
doi = {10.1147/SJ.413.0461},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ibmsj/VilaltaAHMW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VilaltaM02,
author = {Ricardo Vilalta and
Sheng Ma},
title = {Predicting Rare Events In Temporal Domains},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
{(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
pages = {474--481},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDM.2002.1183991},
doi = {10.1109/ICDM.2002.1183991},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/VilaltaM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/VilaltaD02,
author = {Ricardo Vilalta and
Youssef Drissi},
editor = {M. Arif Wani and
Hamid R. Arabnia and
Krzysztof J. Cios and
Khalid Hafeez and
Graham Kendall},
title = {A Characterization of Difficult Problems in Classification},
booktitle = {Proceedings of the 2002 International Conference on Machine Learning
and Applications - {ICMLA} 2002, June 24-27, 2002, Las Vegas, Nevada,
{USA}},
pages = {133--138},
publisher = {{CSREA} Press},
year = {2002},
timestamp = {Tue, 11 May 2004 16:10:43 +0200},
biburl = {https://dblp.org/rec/conf/icmla/VilaltaD02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DomeniconiPVM02,
author = {Carlotta Domeniconi and
Chang{-}Shing Perng and
Ricardo Vilalta and
Sheng Ma},
editor = {Tapio Elomaa and
Heikki Mannila and
Hannu Toivonen},
title = {A Classification Approach for Prediction of Target Events in Temporal
Sequences},
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 = {125--137},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45681-3\_11},
doi = {10.1007/3-540-45681-3\_11},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DomeniconiPVM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsom/VilaltaMH01,
author = {Ricardo Vilalta and
Sheng Ma and
Joseph L. Hellerstein},
editor = {Olivier Festor and
Aiko Pras},
title = {Rule Induction of Computer Events},
booktitle = {Operations {\&} Management, 12th International Workshop on Distributed
Systems, {DSOM} 2001, Nancy, France, October 15-17, 2001. Proceedings},
pages = {75--86},
publisher = {INRIA, Rocquencourt, France},
year = {2001},
url = {http://www.simpleweb.org/ifip/Conferences/DSOM/2001/DSOM2001/proceedings/S3-1.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsom/VilaltaMH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/VilaltaBOR01,
author = {Ricardo Vilalta and
Mark Brodie and
Daniel Oblinger and
Irina Rish},
editor = {Luc De Raedt and
Peter A. Flach},
title = {A Unified Framework for Evaluation Metrics in Classification Using
Decision Trees},
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 = {503--514},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44795-4\_43},
doi = {10.1007/3-540-44795-4\_43},
timestamp = {Sun, 25 Oct 2020 23:05:12 +0100},
biburl = {https://dblp.org/rec/conf/ecml/VilaltaBOR01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsom/VilaltaAW00,
author = {Ricardo Vilalta and
Chidanand Apt{\'{e}} and
Sholom M. Weiss},
editor = {Anthony P. Ambler and
Seraphin B. Calo and
Gautam Kar},
title = {Operational Data Analysis: Improved Predictions Using Multi-computer
Pattern Detection},
booktitle = {Services Management in Intelligent Networks, 11th {IFIP/IEEE} International
Workshop on Distributed Systems: Operations and Management, {DSOM}
2000, Austin, Texas, USA, December 4-6, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1960},
pages = {37--46},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-44460-2\_4},
doi = {10.1007/3-540-44460-2\_4},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/dsom/VilaltaAW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VilaltaO00,
author = {Ricardo Vilalta and
Daniel Oblinger},
editor = {Pat Langley},
title = {A Quantification of Distance Bias Between Evaluation Metrics In Classification},
booktitle = {Proceedings of the Seventeenth International Conference on Machine
Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
29 - July 2, 2000},
pages = {1087--1094},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Sun, 21 Feb 2010 20:54:50 +0100},
biburl = {https://dblp.org/rec/conf/icml/VilaltaO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Vilalta98,
author = {Ricardo Vilalta},
title = {On the Development of Inductive Learning Algorithms: Generating Flexible
and Adaptable Concept Representations},
school = {University of Illinois Urbana-Champaign, {USA}},
year = {1998},
url = {https://hdl.handle.net/2142/81921},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Vilalta98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/VilataBR97,
author = {Ricardo Vilalta and
Gunnar Blix and
Larry A. Rendell},
editor = {Maarten van Someren and
Gerhard Widmer},
title = {Global Data Analysis and the Fragmentation Problem in Decision Tree
Induction},
booktitle = {Machine Learning: ECML-97, 9th European Conference on Machine Learning,
Prague, Czech Republic, April 23-25, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1224},
pages = {312--326},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3-540-62858-4\_95},
doi = {10.1007/3-540-62858-4\_95},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/VilataBR97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VilaltaR97,
author = {Ricardo Vilalta and
Larry A. Rendell},
editor = {Douglas H. Fisher},
title = {Integrating Feature Construction with Multiple Classifiers in Decision
Tree Induction},
booktitle = {Proceedings of the Fourteenth International Conference on Machine
Learning {(ICML} 1997), Nashville, Tennessee, USA, July 8-12, 1997},
pages = {394--402},
publisher = {Morgan Kaufmann},
year = {1997},
timestamp = {Wed, 04 Dec 2002 12:34:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/VilaltaR97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-04-09 20:44 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
