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@inproceedings{DBLP:conf/pkdd/AdigaV13,
author = {Abhijin Adiga and
Anil Kumar S. Vullikanti},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {How Robust Is the Core of a Network?},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {541--556},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_35},
doi = {10.1007/978-3-642-40988-2\_35},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AdigaV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AkbariniaM13,
author = {Reza Akbarinia and
Florent Masseglia},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Fast and Exact Mining of Probabilistic Data Streams},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {493--508},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_32},
doi = {10.1007/978-3-642-40988-2\_32},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AkbariniaM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AlmeidaFG13,
author = {Ezilda Almeida and
Carlos Abreu Ferreira and
Jo{\~{a}}o Gama},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Adaptive Model Rules from Data Streams},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {480--492},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_31},
doi = {10.1007/978-3-642-40988-2\_31},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AlmeidaFG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AugerCT13,
author = {David Auger and
Adrien Cou{\"{e}}toux and
Olivier Teytaud},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Continuous Upper Confidence Trees with Polynomial Exploration - Consistency},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {194--209},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_13},
doi = {10.1007/978-3-642-40988-2\_13},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AugerCT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AzarLB13,
author = {Mohammad Gheshlaghi Azar and
Alessandro Lazaric and
Emma Brunskill},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Regret Bounds for Reinforcement Learning with Policy Advice},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {97--112},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_7},
doi = {10.1007/978-3-642-40988-2\_7},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AzarLB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BachmanP13,
author = {Philip Bachman and
Doina Precup},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Greedy Confidence Pursuit: {A} Pragmatic Approach to Multi-bandit
Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {241--256},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_16},
doi = {10.1007/978-3-642-40988-2\_16},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BachmanP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BentoIMY13,
author = {Jos{\'{e}} Bento and
Stratis Ioannidis and
S. Muthukrishnan and
Jinyun Yan},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {A Time and Space Efficient Algorithm for Contextual Linear Bandits},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {257--272},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_17},
doi = {10.1007/978-3-642-40988-2\_17},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BentoIMY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BifetRZPH13,
author = {Albert Bifet and
Jesse Read and
Indre Zliobaite and
Bernhard Pfahringer and
Geoff Holmes},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Pitfalls in Benchmarking Data Stream Classification and How to Avoid
Them},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {465--479},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_30},
doi = {10.1007/978-3-642-40988-2\_30},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BifetRZPH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BischoffNKMK13,
author = {Bastian Bischoff and
Duy Nguyen{-}Tuong and
Torsten Koller and
Heiner Markert and
Alois C. Knoll},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Learning Throttle Valve Control Using Policy Search},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {49--64},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_4},
doi = {10.1007/978-3-642-40988-2\_4},
timestamp = {Fri, 24 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BischoffNKMK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BlasiakRL13,
author = {Sam Blasiak and
Huzefa Rangwala and
Kathryn B. Laskey},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Relevant Subsequence Detection with Sparse Dictionary Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {401--416},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_26},
doi = {10.1007/978-3-642-40988-2\_26},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BlasiakRL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BogdanovBBBS13,
author = {Petko Bogdanov and
Ben Baumer and
Prithwish Basu and
Amotz Bar{-}Noy and
Ambuj K. Singh},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {As Strong as the Weakest Link: Mining Diverse Cliques in Weighted
Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {525--540},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_34},
doi = {10.1007/978-3-642-40988-2\_34},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BogdanovBBBS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChanelT13,
author = {Caroline Ponzoni Carvalho Chanel and
Florent Teichteil{-}K{\"{o}}nigsbuch},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Properly Acting under Partial Observability with Action Feasibility
Constraints},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {145--161},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_10},
doi = {10.1007/978-3-642-40988-2\_10},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChanelT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ContalBRV13,
author = {Emile Contal and
David Buffoni and
Alexandre Robicquet and
Nicolas Vayatis},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Parallel Gaussian Process Optimization with Upper Confidence Bound
and Pure Exploration},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {225--240},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_15},
doi = {10.1007/978-3-642-40988-2\_15},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ContalBRV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DesmierPRB13,
author = {Elise Desmier and
Marc Plantevit and
C{\'{e}}line Robardet and
Jean{-}Fran{\c{c}}ois Boulicaut},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Trend Mining in Dynamic Attributed Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {654--669},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_42},
doi = {10.1007/978-3-642-40988-2\_42},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DesmierPRB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/EggelingGBWG13,
author = {Ralf Eggeling and
Andr{\'{e}} Gohr and
Pierre{-}Yves Bourguignon and
Edgar Wingender and
Ivo Grosse},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Inhomogeneous Parsimonious Markov Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {321--336},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_21},
doi = {10.1007/978-3-642-40988-2\_21},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/EggelingGBWG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FangYZ13,
author = {Meng Fang and
Jie Yin and
Xingquan Zhu},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Knowledge Transfer for Multi-labeler Active Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {273--288},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_18},
doi = {10.1007/978-3-642-40988-2\_18},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FangYZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GrosskreutzLT13,
author = {Henrik Grosskreutz and
Bastian Lang and
Daniel Trabold},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {A Relevance Criterion for Sequential Patterns},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {369--384},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_24},
doi = {10.1007/978-3-642-40988-2\_24},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GrosskreutzLT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Guo13,
author = {Hongyu Guo},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Modeling Short-Term Energy Load with Continuous Conditional Random
Fields},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {433--448},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_28},
doi = {10.1007/978-3-642-40988-2\_28},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Guo13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuptaGH13,
author = {Manish Gupta and
Jing Gao and
Jiawei Han},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Community Distribution Outlier Detection in Heterogeneous Information
Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {557--573},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_36},
doi = {10.1007/978-3-642-40988-2\_36},
timestamp = {Wed, 26 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GuptaGH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HeneliusKP13,
author = {Andreas Henelius and
Jussi Korpela and
Kai Puolam{\"{a}}ki},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Explaining Interval Sequences by Randomization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {337--352},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_22},
doi = {10.1007/978-3-642-40988-2\_22},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HeneliusKP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HorvathOR13,
author = {Tam{\'{a}}s Horv{\'{a}}th and
Keisuke Otaki and
Jan Ramon},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Efficient Frequent Connected Induced Subgraph Mining in Graphs of
Bounded Tree-Width},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {622--637},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_40},
doi = {10.1007/978-3-642-40988-2\_40},
timestamp = {Tue, 19 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HorvathOR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JalaliAFZ13,
author = {Ali Jalali and
Javad Azimi and
Xiaoli Z. Fern and
Ruofei Zhang},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {A Lipschitz Exploration-Exploitation Scheme for Bayesian Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {210--224},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_14},
doi = {10.1007/978-3-642-40988-2\_14},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JalaliAFZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JoshiKTRF13,
author = {Saket Joshi and
Roni Khardon and
Prasad Tadepalli and
Aswin Raghavan and
Alan Fern},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Solving Relational MDPs with Exogenous Events and Additive Rewards},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {178--193},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_12},
doi = {10.1007/978-3-642-40988-2\_12},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/JoshiKTRF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KhanPA13,
author = {Omar Zia Khan and
Pascal Poupart and
John Mark Agosta},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Iterative Model Refinement of Recommender MDPs Based on Expert Feedback},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {162--177},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_11},
doi = {10.1007/978-3-642-40988-2\_11},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KhanPA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KleinPGP13,
author = {Edouard Klein and
Bilal Piot and
Matthieu Geist and
Olivier Pietquin},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {A Cascaded Supervised Learning Approach to Inverse Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {1--16},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_1},
doi = {10.1007/978-3-642-40988-2\_1},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KleinPGP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Lijffijt13,
author = {Jefrey Lijffijt},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {A Fast and Simple Method for Mining Subsequences with Surprising Event
Counts},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {385--400},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_25},
doi = {10.1007/978-3-642-40988-2\_25},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Lijffijt13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Luttinen13,
author = {Jaakko Luttinen},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Fast Variational Bayesian Linear State-Space Model},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {305--320},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_20},
doi = {10.1007/978-3-642-40988-2\_20},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Luttinen13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Metzen13,
author = {Jan Hendrik Metzen},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Learning Graph-Based Representations for Continuous Reinforcement
Learning Domains},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {81--96},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_6},
doi = {10.1007/978-3-642-40988-2\_6},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Metzen13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PajarinenP13,
author = {Joni Pajarinen and
Jaakko Peltonen},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Expectation Maximization for Average Reward Decentralized POMDPs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {129--144},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_9},
doi = {10.1007/978-3-642-40988-2\_9},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PajarinenP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Perez-SolaH13,
author = {Cristina P{\'{e}}rez{-}Sol{\`{a}} and
Jordi Herrera{-}Joancomart{\'{\i}}},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Improving Relational Classification Using Link Prediction Techniques},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {590--605},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_38},
doi = {10.1007/978-3-642-40988-2\_38},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Perez-SolaH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PiotGP13,
author = {Bilal Piot and
Matthieu Geist and
Olivier Pietquin},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Learning from Demonstrations: Is It Worth Estimating a Reward Function?},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {17--32},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_2},
doi = {10.1007/978-3-642-40988-2\_2},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PiotGP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/QiaoB13,
author = {Qifeng Qiao and
Peter A. Beling},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Recognition of Agents Based on Observation of Their Sequential Behavior},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {33--48},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_3},
doi = {10.1007/978-3-642-40988-2\_3},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/QiaoB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/QiuPB13,
author = {Disheng Qiu and
Paolo Papotti and
Lorenzo Blanco},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Future Locations Prediction with Uncertain Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {417--432},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_27},
doi = {10.1007/978-3-642-40988-2\_27},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/QiuPB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RamonMV13,
author = {Jan Ramon and
Pauli Miettinen and
Jilles Vreeken},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Detecting Bicliques in GF[q]},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {509--524},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_33},
doi = {10.1007/978-3-642-40988-2\_33},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RamonMV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RecasensQ13,
author = {Adri{\`{a}} Recasens and
Ariadna Quattoni},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Spectral Learning of Sequence Taggers over Continuous Sequences},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {289--304},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_19},
doi = {10.1007/978-3-642-40988-2\_19},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RecasensQ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/UrieliS13,
author = {Daniel Urieli and
Peter Stone},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Model-Selection for Non-parametric Function Approximation in Continuous
Control Problems: {A} Case Study in a Smart Energy System},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {65--80},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_5},
doi = {10.1007/978-3-642-40988-2\_5},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/UrieliS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ValariP13,
author = {Elena Valari and
Apostolos N. Papadopoulos},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Continuous Similarity Computation over Streaming Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {638--653},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_41},
doi = {10.1007/978-3-642-40988-2\_41},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ValariP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Vries13,
author = {Gerben Klaas Dirk de Vries},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {A Fast Approximation of the Weisfeiler-Lehman Graph Kernel for {RDF}
Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {606--621},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_39},
doi = {10.1007/978-3-642-40988-2\_39},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Vries13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WrightLDY13,
author = {Robert William Wright and
Steven Loscalzo and
Philip Dexter and
Lei Yu},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Exploiting Multi-step Sample Trajectories for Approximate Value Iteration},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {113--128},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_8},
doi = {10.1007/978-3-642-40988-2\_8},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WrightLDY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YuDRZ13,
author = {Guo{-}Xian Yu and
Carlotta Domeniconi and
Huzefa Rangwala and
Guoji Zhang},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Protein Function Prediction Using Dependence Maximization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {574--589},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_37},
doi = {10.1007/978-3-642-40988-2\_37},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/YuDRZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangZZ13,
author = {Aonan Zhang and
Jun Zhu and
Bo Zhang},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Sparse Relational Topic Models for Document Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {670--685},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_43},
doi = {10.1007/978-3-642-40988-2\_43},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangZZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhouCG13,
author = {Cheng Zhou and
Boris Cule and
Bart Goethals},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Itemset Based Sequence Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {353--368},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_23},
doi = {10.1007/978-3-642-40988-2\_23},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhouCG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZliobaiteH13,
author = {Indre Zliobaite and
Jaakko Hollm{\'{e}}n},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Fault Tolerant Regression for Sensor Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {449--464},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_29},
doi = {10.1007/978-3-642-40988-2\_29},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZliobaiteH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2013-1,
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2},
doi = {10.1007/978-3-642-40988-2},
isbn = {978-3-642-40987-5},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2013-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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