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@inproceedings{DBLP:conf/pkdd/HaraW11,
author = {Satoshi Hara and
Takashi Washio},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Common Substructure Learning of Multiple Graphical Gaussian Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {1--16},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_1},
doi = {10.1007/978-3-642-23783-6\_1},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HaraW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/He11,
author = {Dan He},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Mining Research Topic-Related Influence between Academia and Industry},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {17--31},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_2},
doi = {10.1007/978-3-642-23783-6\_2},
timestamp = {Thu, 16 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/He11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Heinrich11,
author = {Gregor Heinrich},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Typology of Mixed-Membership Models: Towards a Design Method},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {32--47},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_3},
doi = {10.1007/978-3-642-23783-6\_3},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Heinrich11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HidasiG11,
author = {Bal{\'{a}}zs Hidasi and
Csaba G{\'{a}}sp{\'{a}}r{-}Papanek},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {ShiftTree: An Interpretable Model-Based Approach for Time Series Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {48--64},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_4},
doi = {10.1007/978-3-642-23783-6\_4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HidasiG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HijaziJCZ11,
author = {Mohd. Hanafi Ahmad Hijazi and
Chuntao Jiang and
Frans Coenen and
Yalin Zheng},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Image Classification for Age-related Macular Degeneration Screening
Using Hierarchical Image Decompositions and Graph Mining},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {65--80},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_5},
doi = {10.1007/978-3-642-23783-6\_5},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HijaziJCZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuynhM11,
author = {Tuyen N. Huynh and
Raymond J. Mooney},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Online Structure Learning for Markov Logic Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {81--96},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_6},
doi = {10.1007/978-3-642-23783-6\_6},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuynhM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JiangHG11,
author = {Xiaoye Jiang and
Jonathan Huang and
Leonidas J. Guibas},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Fourier-Information Duality in the Identity Management Problem},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {97--113},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_7},
doi = {10.1007/978-3-642-23783-6\_7},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JiangHG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JiangR11,
author = {Yi Jiang and
Jiangtao Ren},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Eigenvector Sensitive Feature Selection for Spectral Clustering},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {114--129},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_8},
doi = {10.1007/978-3-642-23783-6\_8},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JiangR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KangC11,
author = {Yoonseop Kang and
Seungjin Choi},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Restricted Deep Belief Networks for Multi-view Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {130--145},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_9},
doi = {10.1007/978-3-642-23783-6\_9},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KangC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KaravasilisBN11,
author = {Vasileios Karavasilis and
Konstantinos Blekas and
Christophoros Nikou},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Motion Segmentation by Model-Based Clustering of Incomplete Trajectories},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {146--161},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_10},
doi = {10.1007/978-3-642-23783-6\_10},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KaravasilisBN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Kertesz-FarkasRMP11,
author = {Attila Kert{\'{e}}sz{-}Farkas and
Be{\'{a}}ta Reiz and
Michael P. Myers and
S{\'{a}}ndor Pongor},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {PTMSearch: {A} Greedy Tree Traversal Algorithm for Finding Protein
Post-Translational Modifications in Tandem Mass Spectra},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {162--176},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_11},
doi = {10.1007/978-3-642-23783-6\_11},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Kertesz-FarkasRMP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KimBH11,
author = {Sangkyum Kim and
Marina Barsky and
Jiawei Han},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Efficient Mining of Top Correlated Patterns Based on Null-Invariant
Measures},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {177--192},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_12},
doi = {10.1007/978-3-642-23783-6\_12},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KimBH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KlementFJM11,
author = {William Klement and
Peter A. Flach and
Nathalie Japkowicz and
Stan Matwin},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Smooth Receiver Operating Characteristics (smROC) Curves},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {193--208},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_13},
doi = {10.1007/978-3-642-23783-6\_13},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KlementFJM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KocoC11,
author = {Sokol Ko{\c{c}}o and
C{\'{e}}cile Capponi},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {A Boosting Approach to Multiview Classification with Cooperation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {209--228},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_14},
doi = {10.1007/978-3-642-23783-6\_14},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KocoC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KostakisPH11,
author = {Orestis Kostakis and
Panagiotis Papapetrou and
Jaakko Hollm{\'{e}}n},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {{ARTEMIS:} Assessing the Similarity of Event-Interval Sequences},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {229--244},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_15},
doi = {10.1007/978-3-642-23783-6\_15},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KostakisPH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KoutraKKCPF11,
author = {Danai Koutra and
Tai{-}You Ke and
U Kang and
Duen Horng Chau and
Hsing{-}Kuo Kenneth Pao and
Christos Faloutsos},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Unifying Guilt-by-Association Approaches: Theorems and Fast Algorithms},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {245--260},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_16},
doi = {10.1007/978-3-642-23783-6\_16},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KoutraKKCPF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KremplSS11,
author = {Georg Krempl and
Zaigham Faraz Siddiqui and
Myra Spiliopoulou},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Online Clustering of High-Dimensional Trajectories under Concept Drift},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {261--276},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_17},
doi = {10.1007/978-3-642-23783-6\_17},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KremplSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KuzelkaSHZ11,
author = {Ondrej Kuzelka and
Andrea Szab{\'{o}}ov{\'{a}} and
Matej Holec and
Filip Zelezn{\'{y}}},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Gaussian Logic for Predictive Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {277--292},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_18},
doi = {10.1007/978-3-642-23783-6\_18},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KuzelkaSHZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LappasT11,
author = {Theodoros Lappas and
Evimaria Terzi},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Toward a Fair Review-Management System},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {293--309},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_19},
doi = {10.1007/978-3-642-23783-6\_19},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LappasT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LeenPK11,
author = {Gayle Leen and
Jaakko Peltonen and
Samuel Kaski},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Focused Multi-task Learning Using Gaussian Processes},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {310--325},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_20},
doi = {10.1007/978-3-642-23783-6\_20},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LeenPK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LeonettiIR11,
author = {Matteo Leonetti and
Luca Iocchi and
Subramanian Ramamoorthy},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Reinforcement Learning through Global Stochastic Search in N-MDPs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {326--340},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_21},
doi = {10.1007/978-3-642-23783-6\_21},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LeonettiIR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LijffijtPPM11,
author = {Jefrey Lijffijt and
Panagiotis Papapetrou and
Kai Puolam{\"{a}}ki and
Heikki Mannila},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Analyzing Word Frequencies in Large Text Corpora Using Inter-arrival
Times and Bootstrapping},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {341--357},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_22},
doi = {10.1007/978-3-642-23783-6\_22},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LijffijtPPM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LoglisciC11,
author = {Corrado Loglisci and
Michelangelo Ceci},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Discovering Temporal Bisociations for Linking Concepts over Time},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {358--373},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_23},
doi = {10.1007/978-3-642-23783-6\_23},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LoglisciC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LombardiRCCC11,
author = {Gabriele Lombardi and
Alessandro Rozza and
Claudio Ceruti and
Elena Casiraghi and
Paola Campadelli},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Minimum Neighbor Distance Estimators of Intrinsic Dimension},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {374--389},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_24},
doi = {10.1007/978-3-642-23783-6\_24},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LombardiRCCC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LuoDH11,
author = {Dijun Luo and
Chris H. Q. Ding and
Heng Huang},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Graph Evolution via Social Diffusion Processes},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {390--404},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_25},
doi = {10.1007/978-3-642-23783-6\_25},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LuoDH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LuoNDH11,
author = {Dijun Luo and
Feiping Nie and
Chris H. Q. Ding and
Heng Huang},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Multi-Subspace Representation and Discovery},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {405--420},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_26},
doi = {10.1007/978-3-642-23783-6\_26},
timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LuoNDH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MavroeidisM11,
author = {Dimitrios Mavroeidis and
Elena Marchiori},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {A Novel Stability Based Feature Selection Framework for k-means Clustering},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {421--436},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_27},
doi = {10.1007/978-3-642-23783-6\_27},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MavroeidisM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MenonE11,
author = {Aditya Krishna Menon and
Charles Elkan},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Link Prediction via Matrix Factorization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {437--452},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_28},
doi = {10.1007/978-3-642-23783-6\_28},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MenonE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MenzeKSKH11,
author = {Bjoern H. Menze and
B. Michael Kelm and
Daniel Nicolas Splitthoff and
Ullrich K{\"{o}}the and
Fred A. Hamprecht},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {On Oblique Random Forests},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {453--469},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_29},
doi = {10.1007/978-3-642-23783-6\_29},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MenzeKSKH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MeshiG11,
author = {Ofer Meshi and
Amir Globerson},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {An Alternating Direction Method for Dual {MAP} {LP} Relaxation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {470--483},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_30},
doi = {10.1007/978-3-642-23783-6\_30},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MeshiG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MontanesQC11,
author = {Elena Monta{\~{n}}{\'{e}}s and
Jos{\'{e}} Ram{\'{o}}n Quevedo and
Juan Jos{\'{e}} del Coz},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Aggregating Independent and Dependent Models to Learn Multi-label
Classifiers},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {484--500},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_31},
doi = {10.1007/978-3-642-23783-6\_31},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MontanesQC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NaritaHTK11,
author = {Atsuhiro Narita and
Kohei Hayashi and
Ryota Tomioka and
Hisashi Kashima},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Tensor Factorization Using Auxiliary Information},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {501--516},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_32},
doi = {10.1007/978-3-642-23783-6\_32},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NaritaHTK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NguyenM11,
author = {Canh Hao Nguyen and
Hiroshi Mamitsuka},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Kernels for Link Prediction with Latent Feature Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {517--532},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_33},
doi = {10.1007/978-3-642-23783-6\_33},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NguyenM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/OiwaMN11,
author = {Hidekazu Oiwa and
Shin Matsushima and
Hiroshi Nakagawa},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Frequency-Aware Truncated Methods for Sparse Online Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {533--548},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_34},
doi = {10.1007/978-3-642-23783-6\_34},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/OiwaMN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PapapetrouGM11,
author = {Panagiotis Papapetrou and
Aristides Gionis and
Heikki Mannila},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {A Shapley Value Approach for Influence Attribution},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {549--564},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_35},
doi = {10.1007/978-3-642-23783-6\_35},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PapapetrouGM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Park11,
author = {Laurence Anthony F. Park},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Fast Approximate Text Document Clustering Using Compressive Sampling},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {565--580},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_36},
doi = {10.1007/978-3-642-23783-6\_36},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Park11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ParviainenK11,
author = {Pekka Parviainen and
Mikko Koivisto},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Ancestor Relations in the Presence of Unobserved Variables},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {581--596},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_37},
doi = {10.1007/978-3-642-23783-6\_37},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ParviainenK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PengBSFWP11,
author = {Jing Peng and
Costin Barbu and
Guna Seetharaman and
Wei Fan and
Xian Wu and
Kannappan Palaniappan},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {ShareBoost: Boosting for Multi-view Learning with Performance Guarantees},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {597--612},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_38},
doi = {10.1007/978-3-642-23783-6\_38},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PengBSFWP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PoupartLT11,
author = {Pascal Poupart and
Tobias Lang and
Marc Toussaint},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Analyzing and Escaping Local Optima in Planning as Inference for Partially
Observable Domains},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {613--628},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_39},
doi = {10.1007/978-3-642-23783-6\_39},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PoupartLT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RaghavanM11,
author = {Sindhu Raghavan and
Raymond J. Mooney},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Abductive Plan Recognition by Extending Bayesian Logic Programs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {629--644},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_40},
doi = {10.1007/978-3-642-23783-6\_40},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RaghavanM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RifaiMVMBDG11,
author = {Salah Rifai and
Gr{\'{e}}goire Mesnil and
Pascal Vincent and
Xavier Muller and
Yoshua Bengio and
Yann N. Dauphin and
Xavier Glorot},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Higher Order Contractive Auto-Encoder},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {645--660},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_41},
doi = {10.1007/978-3-642-23783-6\_41},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RifaiMVMBDG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RiondatoACZU11,
author = {Matteo Riondato and
Mert Akdere and
Ugur {\c{C}}etintemel and
Stanley B. Zdonik and
Eli Upfal},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {The VC-Dimension of {SQL} Queries and Selectivity Estimation through
Sampling},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {661--676},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_42},
doi = {10.1007/978-3-642-23783-6\_42},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RiondatoACZU11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2011-2,
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6},
doi = {10.1007/978-3-642-23783-6},
isbn = {978-3-642-23782-9},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2011-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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