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export results for "toc:db/conf/pkdd/metasel2015.bht:"
download as .bib file
@inproceedings{DBLP:conf/pkdd/AbdulrahmanBRV15,
author = {Salisu Mamman Abdulrahman and
Pavel Brazdil and
Jan N. van Rijn and
Joaquin Vanschoren},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Algorithm Selection via Meta-learning and Sample-based Active Testing},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {55--66},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-07.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AbdulrahmanBRV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AdamB15,
author = {Antoine Adam and
Hendrik Blockeel},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Dealing with Overlapping Clustering: {A} Constraint-based Approach
to Algorithm Selection},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {43--54},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-06.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AdamB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Bischl15,
author = {Bernd Bischl},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Applying Model-Based Optimization to Hyperparameter Optimization in
Machine Learning},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {1},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-01.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Bischl15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CraenendonckB15,
author = {Toon van Craenendonck and
Hendrik Blockeel},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Limitations of Using Constraint Set Utility in Semi-Supervised Clustering},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {27--42},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-05.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/CraenendonckB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FelixSJ15,
author = {Catarina F{\'{e}}lix and
Carlos Soares and
Al{\'{\i}}pio Jorge},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Metalearning for Multiple-Domain Transfer Learning},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {67--79},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-08.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/FelixSJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KiepasBN15,
author = {Patryk Kiepas and
Szymon Bobek and
Grzegorz J. Nalepa},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Concept of a Rule-based Configurator for Auto-WEKA Using OpenML},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {106--107},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-12.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KiepasBN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KrenPPN15,
author = {Tom{\'{a}}s Kren and
Martin Pil{\'{a}}t and
Kl{\'{a}}ra Peskov{\'{a}} and
Roman Neruda},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Generating Workflow Graphs Using Typed Genetic Programming},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {108--109},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-13.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KrenPPN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MantovaniRVC15,
author = {Rafael Gomes Mantovani and
Andr{\'{e}} L. D. Rossi and
Joaquin Vanschoren and
Andr{\'{e}} C. P. L. F. de Carvalho},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Meta-learning Recommendation of Default Hyper-parameter Values for
SVMs in Classification Tasks},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {80--92},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-09.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MantovaniRVC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/OlierGSSK15,
author = {Iv{\'{a}}n Olier and
Crina Grosan and
Noureddin Sadawi and
Larisa N. Soldatova and
Ross D. King},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Meta-QSAR: Learning How to Learn QSARs},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {104--105},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-11.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/OlierGSSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Pfahringer15,
author = {Bernhard Pfahringer},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {On a Few Recent Developments in Meta-Learning for Algorithm Ranking
and Selection},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {2},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-02.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Pfahringer15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RijnV15,
author = {Jan N. van Rijn and
Joaquin Vanschoren},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Sharing RapidMiner Workflows and Experiments with OpenML},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {93--103},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-10.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RijnV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SchaferH15a,
author = {Dirk Sch{\"{a}}fer and
Eyke H{\"{u}}llermeier},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Preference-Based Meta-Learning using Dyad Ranking: Recommending Algorithms
in Cold-Start Situations},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {110--111},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-14.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SchaferH15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SmithMG15,
author = {Michael R. Smith and
Tony R. Martinez and
Christophe G. Giraud{-}Carrier},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {The Potential Benefits of Data Set Filtering and Learning Algorithm
Hyperparameter Optimization},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {3--14},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-03.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SmithMG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VukicevicRVND15,
author = {Milan Vukicevic and
Sandro Radovanovic and
Joaquin Vanschoren and
Giulio Napolitano and
Boris Delibasic},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Towards a Collaborative Platform for Advanced Meta-Learning in Healthcare
Predictive Analytics},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {112--114},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-15.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/VukicevicRVND15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WistubaSS15a,
author = {Martin Wistuba and
Nicolas Schilling and
Lars Schmidt{-}Thieme},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Learning Data Set Similarities for Hyperparameter Optimization Initializations},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {15--26},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-04.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WistubaSS15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZabashtaSF15,
author = {Alexey Zabashta and
Ivan Smetannikov and
Andrey Filchenkov},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Study on Meta-Learning Approach Application in Rank Aggregation Algorithm
Selection},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {115--116},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-16.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZabashtaSF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2015metasel,
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455},
urn = {urn:nbn:de:0074-1455-8},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2015metasel.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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