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@proceedings{DBLP:conf/pkdd/2018-2,
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-10928-8},
doi = {10.1007/978-3-030-10928-8},
isbn = {978-3-030-10927-1},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2018-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/0002LNVP18,
author = {Dang Nguyen and
Wei Luo and
Tu Dinh Nguyen and
Svetha Venkatesh and
Dinh Q. Phung},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Sqn2Vec: Learning Sequence Representation via Sequential Patterns
with a Gap Constraint},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {569--584},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_34},
doi = {10.1007/978-3-030-10928-8\_34},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/0002LNVP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/0025ZG18,
author = {Peng Liu and
Lemei Zhang and
Jon Atle Gulla},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Learning Multi-granularity Dynamic Network Representations for Social
Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {691--708},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_41},
doi = {10.1007/978-3-030-10928-8\_41},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/0025ZG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AppelCAT18,
author = {Ana Paula Appel and
Renato Luiz de Freitas Cunha and
Charu C. Aggarwal and
Marcela Megumi Terakado},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Temporally Evolving Community Detection and Prediction in Content-Centric
Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {3--18},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_1},
doi = {10.1007/978-3-030-10928-8\_1},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AppelCAT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BabanezhadLSS18,
author = {Reza Babanezhad and
Issam H. Laradji and
Alireza Shafaei and
Mark Schmidt},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {{MASAGA:} {A} Linearly-Convergent Stochastic First-Order Method for
Optimization on Manifolds},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {344--359},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_21},
doi = {10.1007/978-3-030-10928-8\_21},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BabanezhadLSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BelfodilBK18,
author = {Aimene Belfodil and
Adnene Belfodil and
Mehdi Kaytoue},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Anytime Subgroup Discovery in Numerical Domains with Guarantees},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {500--516},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_30},
doi = {10.1007/978-3-030-10928-8\_30},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BelfodilBK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Berk0GRV18,
author = {Julian Berk and
Vu Nguyen and
Sunil Gupta and
Santu Rana and
Svetha Venkatesh},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Exploration Enhanced Expected Improvement for Bayesian Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {621--637},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_37},
doi = {10.1007/978-3-030-10928-8\_37},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Berk0GRV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CapdevilaCTPB18,
author = {Joan Capdevila and
Jes{\'{u}}s Cerquides and
Jordi Torres and
Fran{\c{c}}ois Petitjean and
Wray L. Buntine},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {A Left-to-Right Algorithm for Likelihood Estimation in Gamma-Poisson
Factor Analysis},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {638--654},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_38},
doi = {10.1007/978-3-030-10928-8\_38},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CapdevilaCTPB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DuTD18,
author = {Zhengxiao Du and
Jie Tang and
Yuhui Ding},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {{POLAR:} Attention-Based {CNN} for One-Shot Personalized Article Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {675--690},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_40},
doi = {10.1007/978-3-030-10928-8\_40},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DuTD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/EswaranRDF18,
author = {Dhivya Eswaran and
Reihaneh Rabbany and
Artur W. Dubrawski and
Christos Faloutsos},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Social-Affiliation Networks: Patterns and the {SOAR} Model},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {105--121},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_7},
doi = {10.1007/978-3-030-10928-8\_7},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/EswaranRDF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GalbrunCTTC18,
author = {Esther Galbrun and
Peggy Cellier and
Nikolaj Tatti and
Alexandre Termier and
Bruno Cr{\'{e}}milleux},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Mining Periodic Patterns with a {MDL} Criterion},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {535--551},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_32},
doi = {10.1007/978-3-030-10928-8\_32},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GalbrunCTTC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GanjiCSBLRP18,
author = {Mohadeseh Ganji and
Jeffrey Chan and
Peter J. Stuckey and
James Bailey and
Christopher Leckie and
Kotagiri Ramamohanarao and
Laurence A. F. Park},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Semi-supervised Blockmodelling with Pairwise Guidance},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {158--174},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_10},
doi = {10.1007/978-3-030-10928-8\_10},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GanjiCSBLRP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GautheronRL18,
author = {L{\'{e}}o Gautheron and
Ievgen Redko and
Carole Lartizien},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Feature Selection for Unsupervised Domain Adaptation Using Optimal
Transport},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {759--776},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_45},
doi = {10.1007/978-3-030-10928-8\_45},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GautheronRL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GregorovaRKM18,
author = {Magda Gregorov{\'{a}} and
Jason Ramapuram and
Alexandros Kalousis and
St{\'{e}}phane Marchand{-}Maillet},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Large-Scale Nonlinear Variable Selection via Kernel Random Features},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {177--192},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_11},
doi = {10.1007/978-3-030-10928-8\_11},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GregorovaRKM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/He0LW18,
author = {Jing He and
Xin Li and
Lejian Liao and
Mingzhong Wang},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Inferring Continuous Latent Preference on Transition Intervals for
Next Point-of-Interest Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {741--756},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_44},
doi = {10.1007/978-3-030-10928-8\_44},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/He0LW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HiguchiMKK18,
author = {Minoru Higuchi and
Kanji Matsutani and
Masahito Kumano and
Masahiro Kimura},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Discovering Spatio-Temporal Latent Influence in Geographical Attention
Dynamics},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {517--534},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_31},
doi = {10.1007/978-3-030-10928-8\_31},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HiguchiMKK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HsuNR18,
author = {Kelvin Hsu and
Richard Nock and
Fabio Ramos},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Hyperparameter Learning for Conditional Kernel Mean Embeddings with
Rademacher Complexity Bounds},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {227--242},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_14},
doi = {10.1007/978-3-030-10928-8\_14},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HsuNR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuYYCJ18,
author = {Wangsu Hu and
Zijun Yao and
Sen Yang and
Shuhong Chen and
Peter Jing Jin},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Discovering Urban Travel Demands Through Dynamic Zone Correlation
in Location-Based Social Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {88--104},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_6},
doi = {10.1007/978-3-030-10928-8\_6},
timestamp = {Fri, 15 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuYYCJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KatzourisMAP18,
author = {Nikos Katzouris and
Evangelos Michelioudakis and
Alexander Artikis and
Georgios Paliouras},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Online Learning of Weighted Relational Rules for Complex Event Recognition},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {396--413},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_24},
doi = {10.1007/978-3-030-10928-8\_24},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KatzourisMAP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KhalidRC18,
author = {Majdi Khalid and
Indrakshi Ray and
Hamidreza Chitsaz},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Scalable Nonlinear {AUC} Maximization Methods},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {292--307},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_18},
doi = {10.1007/978-3-030-10928-8\_18},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KhalidRC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KlamiLS18,
author = {Arto Klami and
Jarkko Lagus and
Joseph Sakaya},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Lambert Matrix Factorization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {311--326},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_19},
doi = {10.1007/978-3-030-10928-8\_19},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KlamiLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KohjimaMT18,
author = {Masahiro Kohjima and
Tatsushi Matsubayashi and
Hiroyuki Toda},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Variational Bayes for Mixture Models with Censored Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {605--620},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_36},
doi = {10.1007/978-3-030-10928-8\_36},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KohjimaMT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KuzelkaWS18,
author = {Ondrej Kuzelka and
Yuyi Wang and
Steven Schockaert},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {VC-Dimension Based Generalization Bounds for Relational Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {259--275},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_16},
doi = {10.1007/978-3-030-10928-8\_16},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KuzelkaWS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LanSCBC18,
author = {Andrew S. Lan and
Jonathan C. Spencer and
Ziqi Chen and
Christopher G. Brinton and
Mung Chiang},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Personalized Thread Recommendation for {MOOC} Discussion Forums},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {725--740},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_43},
doi = {10.1007/978-3-030-10928-8\_43},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LanSCBC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuSZL18,
author = {Guiliang Liu and
Oliver Schulte and
Wang Zhu and
Qingcan Li},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Toward Interpretable Deep Reinforcement Learning with Linear Model
U-Trees},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {414--429},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_25},
doi = {10.1007/978-3-030-10928-8\_25},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiuSZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LuoH18,
author = {Zhipeng Luo and
Milos Hauskrecht},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Hierarchical Active Learning with Proportion Feedback on Regions},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {464--480},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_28},
doi = {10.1007/978-3-030-10928-8\_28},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LuoH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MahadevanMG18,
author = {Sridhar Mahadevan and
Bamdev Mishra and
Shalini Ghosh},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {A Unified Framework for Domain Adaptation Using Metric Learning on
Manifolds},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {843--860},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_50},
doi = {10.1007/978-3-030-10928-8\_50},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MahadevanMG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MairRCB18,
author = {Sebastian Mair and
Yannick Rudolph and
Vanessa Closius and
Ulf Brefeld},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Frame-Based Optimal Design},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {447--463},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_27},
doi = {10.1007/978-3-030-10928-8\_27},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MairRCB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MarxV18,
author = {Alexander Marx and
Jilles Vreeken},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Causal Inference on Multivariate and Mixed-Type Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {655--671},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_39},
doi = {10.1007/978-3-030-10928-8\_39},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MarxV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NigamSBHHSFC18,
author = {Aastha Nigam and
Kijung Shin and
Ashwin Bahulkar and
Bryan Hooi and
David Hachen and
Boleslaw K. Szymanski and
Christos Faloutsos and
Nitesh V. Chawla},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {{ONE-M:} Modeling the Co-evolution of Opinions and Network Connections},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {122--140},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_8},
doi = {10.1007/978-3-030-10928-8\_8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NigamSBHHSFC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/OswalJ0E18,
author = {Urvashi Oswal and
Swayambhoo Jain and
Kevin S. Xu and
Brian Eriksson},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Block {CUR:} Decomposing Matrices Using Groups of Columns},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {360--376},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_22},
doi = {10.1007/978-3-030-10928-8\_22},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/OswalJ0E18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PasrichaGP18,
author = {Ravdeep Pasricha and
Ekta Gujral and
Evangelos E. Papalexakis},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {327--343},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_20},
doi = {10.1007/978-3-030-10928-8\_20},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PasrichaGP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Pennerath18,
author = {Fr{\'{e}}d{\'{e}}ric Pennerath},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {An Efficient Algorithm for Computing Entropic Measures of Feature
Subsets},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {483--499},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_29},
doi = {10.1007/978-3-030-10928-8\_29},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Pennerath18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PfahlerM18,
author = {Lukas Pfahler and
Katharina Morik},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Nystr{\"{o}}m-SGD: Fast Learning of Kernel-Classifiers with Conditioned
Stochastic Gradient Descent},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {209--224},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_13},
doi = {10.1007/978-3-030-10928-8\_13},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PfahlerM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RafailidisC18,
author = {Dimitrios Rafailidis and
Fabio Crestani},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {GeoDCF: Deep Collaborative Filtering with Multifaceted Contextual
Information in Location-Based Social Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {709--724},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_42},
doi = {10.1007/978-3-030-10928-8\_42},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RafailidisC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RamachandranGRV18,
author = {Anil Ramachandran and
Sunil Gupta and
Santu Rana and
Svetha Venkatesh},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Information-Theoretic Transfer Learning Framework for Bayesian Optimisation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {827--842},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_49},
doi = {10.1007/978-3-030-10928-8\_49},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RamachandranGRV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RammelaereG18,
author = {Joeri Rammelaere and
Floris Geerts},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Revisiting Conditional Functional Dependency Discovery: Splitting
the "C" from the "FD"},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {552--568},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_33},
doi = {10.1007/978-3-030-10928-8\_33},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RammelaereG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SchulzHWW18,
author = {Till Hendrik Schulz and
Tam{\'{a}}s Horv{\'{a}}th and
Pascal Welke and
Stefan Wrobel},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Mining Tree Patterns with Partially Injective Homomorphisms},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {585--601},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_35},
doi = {10.1007/978-3-030-10928-8\_35},
timestamp = {Tue, 19 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SchulzHWW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShinKHF18,
author = {Kijung Shin and
Jisu Kim and
Bryan Hooi and
Christos Faloutsos},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Think Before You Discard: Accurate Triangle Counting in Graph Streams
with Deletions},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {141--157},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_9},
doi = {10.1007/978-3-030-10928-8\_9},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ShinKHF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SukhijaK18,
author = {Sanatan Sukhija and
Narayanan Chatapuram Krishnan},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Web-Induced Heterogeneous Transfer Learning with Sample Selection},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {777--793},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_46},
doi = {10.1007/978-3-030-10928-8\_46},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SukhijaK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Tatti18a,
author = {Nikolaj Tatti},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Dynamic Hierarchies in Temporal Directed Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {55--70},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_4},
doi = {10.1007/978-3-030-10928-8\_4},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Tatti18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TsourakakisSLY18,
author = {Charalampos E. Tsourakakis and
Shreyas Sekar and
Johnson Lam and
Liu Yang},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Risk-Averse Matchings over Uncertain Graph Databases},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {71--87},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_5},
doi = {10.1007/978-3-030-10928-8\_5},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TsourakakisSLY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VandaeleBS18,
author = {Robin Vandaele and
Tijl De Bie and
Yvan Saeys},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Local Topological Data Analysis to Uncover the Global Structure of
Data Approaching Graph-Structured Topologies},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {19--36},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_2},
doi = {10.1007/978-3-030-10928-8\_2},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/VandaeleBS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangC18,
author = {Zirui Wang and
Jaime G. Carbonell},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Towards More Reliable Transfer Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {794--810},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_47},
doi = {10.1007/978-3-030-10928-8\_47},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WangC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangGB18,
author = {Yang Wang and
Quanquan Gu and
Donald E. Brown},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Differentially Private Hypothesis Transfer Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {811--826},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_48},
doi = {10.1007/978-3-030-10928-8\_48},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WangGB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Wistuba18,
author = {Martin Wistuba},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Deep Learning Architecture Search by Neuro-Cell-Based Evolution with
Function-Preserving Mutations},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {243--258},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_15},
doi = {10.1007/978-3-030-10928-8\_15},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Wistuba18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YangLHZP018,
author = {Carl Yang and
Mengxiong Liu and
Frank He and
Xikun Zhang and
Jian Peng and
Jiawei Han},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Similarity Modeling on Heterogeneous Networks via Automatic Path Discovery},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {37--54},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_3},
doi = {10.1007/978-3-030-10928-8\_3},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/YangLHZP018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YuKWBM18,
author = {Tong Yu and
Branislav Kveton and
Zheng Wen and
Hung Bui and
Ole J. Mengshoel},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {SpectralLeader: Online Spectral Learning for Single Topic Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {379--395},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_23},
doi = {10.1007/978-3-030-10928-8\_23},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/YuKWBM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZanetteZK18,
author = {Andrea Zanette and
Junzi Zhang and
Mykel J. Kochenderfer},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Robust Super-Level Set Estimation Using Gaussian Processes},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {276--291},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_17},
doi = {10.1007/978-3-030-10928-8\_17},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZanetteZK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZantedeschiES18,
author = {Valentina Zantedeschi and
R{\'{e}}mi Emonet and
Marc Sebban},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Fast and Provably Effective Multi-view Classification with Landmark-Based
{SVM}},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {193--208},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_12},
doi = {10.1007/978-3-030-10928-8\_12},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZantedeschiES18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaiWKG18,
author = {Tingting Zhai and
Hao Wang and
Fr{\'{e}}d{\'{e}}ric Koriche and
Yang Gao},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Online Feature Selection by Adaptive Sub-gradient Methods},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {430--446},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_26},
doi = {10.1007/978-3-030-10928-8\_26},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaiWKG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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