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@article{DBLP:journals/datamine/AidosF17,
author = {Helena Aidos and
Ana L. N. Fred},
title = {Discrimination of Alzheimer's Disease using longitudinal information},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {4},
pages = {1006--1030},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0502-5},
doi = {10.1007/S10618-017-0502-5},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/AidosF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AlexandridisSS17,
author = {Georgios Alexandridis and
Georgios Siolas and
Andreas Stafylopatis},
title = {Enhancing social collaborative filtering through the application of
non-negative matrix factorization and exponential random graph models},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {4},
pages = {1031--1059},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0504-3},
doi = {10.1007/S10618-017-0504-3},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/AlexandridisSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Anagnostopoulos17,
author = {Aris Anagnostopoulos and
Reem Atassi and
Luca Becchetti and
Adriano Fazzone and
Fabrizio Silvestri},
title = {Tour recommendation for groups},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {5},
pages = {1157--1188},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0477-7},
doi = {10.1007/S10618-016-0477-7},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/Anagnostopoulos17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AndrienkoABDFLW17,
author = {Gennady L. Andrienko and
Natalia V. Andrienko and
Guido Budziak and
Jason Dykes and
Georg Fuchs and
Tatiana von Landesberger and
Hendrik Weber},
title = {Visual analysis of pressure in football},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {6},
pages = {1793--1839},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0513-2},
doi = {10.1007/S10618-017-0513-2},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/AndrienkoABDFLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AngiulliFMP17,
author = {Fabrizio Angiulli and
Fabio Fassetti and
Giuseppe Manco and
Luigi Palopoli},
title = {Outlying property detection with numerical attributes},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {1},
pages = {134--163},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0458-x},
doi = {10.1007/S10618-016-0458-X},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/AngiulliFMP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/BagnallLBLK17,
author = {Anthony J. Bagnall and
Jason Lines and
Aaron Bostrom and
James Large and
Eamonn J. Keogh},
title = {The great time series classification bake off: a review and experimental
evaluation of recent algorithmic advances},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {3},
pages = {606--660},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0483-9},
doi = {10.1007/S10618-016-0483-9},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/BagnallLBLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/BeckerLSSH17,
author = {Martin Becker and
Florian Lemmerich and
Philipp Singer and
Markus Strohmaier and
Andreas Hotho},
title = {MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential
data},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {5},
pages = {1359--1390},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0518-x},
doi = {10.1007/S10618-017-0518-X},
timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/BeckerLSSH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Bendtsen17,
author = {Marcus Bendtsen},
title = {Regimes in baseball players' career data},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {6},
pages = {1580--1621},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0510-5},
doi = {10.1007/S10618-017-0510-5},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/Bendtsen17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/BoleyGGV17,
author = {Mario Boley and
Bryan R. Goldsmith and
Luca M. Ghiringhelli and
Jilles Vreeken},
title = {Identifying consistent statements about numerical data with dispersion-corrected
subgroup discovery},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {5},
pages = {1391--1418},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0520-3},
doi = {10.1007/S10618-017-0520-3},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/BoleyGGV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/BommelB17,
author = {Matthew van Bommel and
Luke Bornn},
title = {Adjusting for scorekeeper bias in {NBA} box scores},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {6},
pages = {1622--1642},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0497-y},
doi = {10.1007/S10618-017-0497-Y},
timestamp = {Thu, 12 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/BommelB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/BrefeldZ17,
author = {Ulf Brefeld and
Albrecht Zimmermann},
title = {Guest editorial: Special issue on sports analytics},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {6},
pages = {1577--1579},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0530-1},
doi = {10.1007/S10618-017-0530-1},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/BrefeldZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Celotto17,
author = {Emilio Celotto},
title = {Visualizing the behavior and some symmetry properties of Bayesian
confirmation measures},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {3},
pages = {739--773},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0487-5},
doi = {10.1007/S10618-016-0487-5},
timestamp = {Fri, 28 Apr 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/Celotto17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/DangZGS17,
author = {Qi Dang and
Yadong Zhou and
Feng Gao and
Qindong Sun},
title = {Detecting cooperative and organized spammer groups in micro-blogging
community},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {3},
pages = {573--605},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0479-5},
doi = {10.1007/S10618-016-0479-5},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/DangZGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/DriessensKRS17,
author = {Kurt Driessens and
Dragi Kocev and
Marko Robnik{-}Sikonja and
Myra Spiliopoulou},
title = {Introduction to the special issue dedicated to the Journal Track of
{ECML} {PKDD} 2017},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {5},
pages = {1155--1156},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0536-8},
doi = {10.1007/S10618-017-0536-8},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/DriessensKRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/DzyubaLR17,
author = {Vladimir Dzyuba and
Matthijs van Leeuwen and
Luc De Raedt},
title = {Flexible constrained sampling with guarantees for pattern mining},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {5},
pages = {1266--1293},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0501-6},
doi = {10.1007/S10618-017-0501-6},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/DzyubaLR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ErnstH17,
author = {Marie Ernst and
Gentiane Haesbroeck},
title = {Comparison of local outlier detection techniques in spatial multivariate
data},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {2},
pages = {371--399},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0471-0},
doi = {10.1007/S10618-016-0471-0},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ErnstH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/FernandoW17,
author = {Thilak L. Fernando and
Geoffrey I. Webb},
title = {SimUSF: an efficient and effective similarity measure that is invariant
to violations of the interval scale assumption},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {1},
pages = {264--286},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0463-0},
doi = {10.1007/S10618-016-0463-0},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/FernandoW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/FigueroaLW17,
author = {Nicol{\'{a}}s Figueroa and
Gaston L'Huillier and
Richard Weber},
title = {Adversarial classification using signaling games with an application
to phishing detection},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {1},
pages = {92--133},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0459-9},
doi = {10.1007/S10618-016-0459-9},
timestamp = {Mon, 18 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/FigueroaLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Gasparetti17,
author = {Fabio Gasparetti},
title = {Modeling user interests from web browsing activities},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {2},
pages = {502--547},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0482-x},
doi = {10.1007/S10618-016-0482-X},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/Gasparetti17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GrossiRT17,
author = {Valerio Grossi and
Andrea Romei and
Franco Turini},
title = {Survey on using constraints in data mining},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {2},
pages = {424--464},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0480-z},
doi = {10.1007/S10618-016-0480-Z},
timestamp = {Wed, 26 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/GrossiRT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GursoyINS17,
author = {Mehmet Emre Gursoy and
Ali Inan and
Mehmet Ercan Nergiz and
Y{\"{u}}cel Saygin},
title = {Differentially private nearest neighbor classification},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {5},
pages = {1544--1575},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0532-z},
doi = {10.1007/S10618-017-0532-Z},
timestamp = {Thu, 21 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/GursoyINS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/HeraultOSBL17,
author = {Romain H{\'{e}}rault and
Dominic Orth and
Ludovic Seifert and
J{\'{e}}r{\'{e}}mie Boulanger and
John Aldo Lee},
title = {Comparing dynamics of fluency and inter-limb coordination in climbing
activities using multi-scale Jensen-Shannon embedding and clustering},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {6},
pages = {1758--1792},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0522-1},
doi = {10.1007/S10618-017-0522-1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/HeraultOSBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/HessMP17,
author = {Sibylle Hess and
Katharina Morik and
Nico Piatkowski},
title = {The {PRIMPING} routine - Tiling through proximal alternating linearized
minimization},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {4},
pages = {1090--1131},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0508-z},
doi = {10.1007/S10618-017-0508-Z},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/HessMP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Hoppner17,
author = {Frank H{\"{o}}ppner},
title = {Improving time series similarity measures by integrating preprocessing
steps},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {3},
pages = {851--878},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0490-x},
doi = {10.1007/S10618-016-0490-X},
timestamp = {Wed, 26 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/Hoppner17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/InterdonatoTISP17,
author = {Roberto Interdonato and
Andrea Tagarelli and
Dino Ienco and
Arnaud Sallaberry and
Pascal Poncelet},
title = {Local community detection in multilayer networks},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {5},
pages = {1444--1479},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0525-y},
doi = {10.1007/S10618-017-0525-Y},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/InterdonatoTISP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/IwataI17,
author = {Tomoharu Iwata and
Katsuhiko Ishiguro},
title = {Robust unsupervised cluster matching for network data},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {4},
pages = {1132--1154},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0509-y},
doi = {10.1007/S10618-017-0509-Y},
timestamp = {Thu, 22 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/IwataI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/IwataKHF17,
author = {Tomoharu Iwata and
Motonobu Kanagawa and
Tsutomu Hirao and
Kenji Fukumizu},
title = {Unsupervised group matching with application to cross-lingual topic
matching without alignment information},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {2},
pages = {350--370},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0470-1},
doi = {10.1007/S10618-016-0470-1},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/IwataKHF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KautzGHJSE17,
author = {Thomas Kautz and
Benjamin H. Groh and
Julius Hannink and
Ulf Jensen and
Holger Strubberg and
Bj{\"{o}}rn M. Eskofier},
title = {Activity recognition in beach volleyball using a Deep Convolutional
Neural Network - Leveraging the potential of Deep Learning in sports},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {6},
pages = {1678--1705},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0495-0},
doi = {10.1007/S10618-017-0495-0},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/KautzGHJSE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Kim17,
author = {Minyoung Kim},
title = {Efficient histogram dictionary learning for text/image modeling and
classification},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {1},
pages = {203--232},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0461-2},
doi = {10.1007/S10618-016-0461-2},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/Kim17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KimYL17,
author = {Sun{-}Hee Kim and
Hyung{-}Jeong Yang and
Seong{-}Whan Lee},
title = {FitMine: automatic mining for time-evolving signals of cardiotocography
monitoring},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {4},
pages = {909--933},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0493-2},
doi = {10.1007/S10618-017-0493-2},
timestamp = {Thu, 22 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/KimYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KnobbeOHBC17,
author = {Arno J. Knobbe and
Jac Orie and
Nico Hofman and
Benjamin van der Burgh and
Ricardo Cachucho},
title = {Sports analytics for professional speed skating},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {6},
pages = {1872--1902},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0512-3},
doi = {10.1007/S10618-017-0512-3},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/KnobbeOHBC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KoninckWB17,
author = {Pieter De Koninck and
Jochen De Weerdt and
Seppe K. L. M. vanden Broucke},
title = {Explaining clusterings of process instances},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {3},
pages = {774--808},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0488-4},
doi = {10.1007/S10618-016-0488-4},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/KoninckWB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KostakisP17,
author = {Orestis Kostakis and
Panagiotis Papapetrou},
title = {On searching and indexing sequences of temporal intervals},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {3},
pages = {809--850},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0489-3},
doi = {10.1007/S10618-016-0489-3},
timestamp = {Fri, 28 Apr 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/KostakisP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KostakisTG17,
author = {Orestis Kostakis and
Nikolaj Tatti and
Aristides Gionis},
title = {Discovering recurring activity in temporal networks},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {6},
pages = {1840--1871},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0515-0},
doi = {10.1007/S10618-017-0515-0},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/KostakisTG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KutsunaY17,
author = {Takuro Kutsuna and
Akihiro Yamamoto},
title = {Outlier detection using binary decision diagrams},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {2},
pages = {548--572},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0486-6},
doi = {10.1007/S10618-016-0486-6},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/KutsunaY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MalmiCG17,
author = {Eric Malmi and
Sanjay Chawla and
Aristides Gionis},
title = {Lagrangian relaxations for multiple network alignment},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {5},
pages = {1331--1358},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0505-2},
doi = {10.1007/S10618-017-0505-2},
timestamp = {Thu, 21 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/MalmiCG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MatakosTT17,
author = {Antonis Matakos and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {Measuring and moderating opinion polarization in social networks},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {5},
pages = {1480--1505},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0527-9},
doi = {10.1007/S10618-017-0527-9},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/MatakosTT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MirylenkaGDP17,
author = {Katsiaryna Mirylenka and
George Giannakopoulos and
Le Minh Do and
Themis Palpanas},
title = {On classifier behavior in the presence of mislabeling noise},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {3},
pages = {661--701},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0484-8},
doi = {10.1007/S10618-016-0484-8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/MirylenkaGDP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MoriMKL17,
author = {Usue Mori and
Alexander Mendiburu and
Eamonn J. Keogh and
Jos{\'{e}} Antonio Lozano},
title = {Reliable early classification of time series based on discriminating
the classes over time},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {1},
pages = {233--263},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0462-1},
doi = {10.1007/S10618-016-0462-1},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/MoriMKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/NguyenLT17,
author = {Thanh{-}Son Nguyen and
Hady Wirawan Lauw and
Panayiotis Tsaparas},
title = {Micro-review synthesis for multi-entity summarization},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {5},
pages = {1189--1217},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0491-4},
doi = {10.1007/S10618-017-0491-4},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/NguyenLT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/PelekisTVDT17,
author = {Nikos Pelekis and
Panagiotis Tampakis and
Marios Vodas and
Christos Doulkeridis and
Yannis Theodoridis},
title = {On temporal-constrained sub-trajectory cluster analysis},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {5},
pages = {1294--1330},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0503-4},
doi = {10.1007/S10618-017-0503-4},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/PelekisTVDT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Ramirez-LoaizaS17,
author = {Maria Eugenia Ramirez{-}Loaiza and
Manali Sharma and
Geet Kumar and
Mustafa Bilgic},
title = {Active learning: an empirical study of common baselines},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {2},
pages = {287--313},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0469-7},
doi = {10.1007/S10618-016-0469-7},
timestamp = {Thu, 29 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/Ramirez-LoaizaS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/RiondatoGB17,
author = {Matteo Riondato and
David Garc{\'{\i}}a{-}Soriano and
Francesco Bonchi},
title = {Graph summarization with quality guarantees},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {2},
pages = {314--349},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0468-8},
doi = {10.1007/S10618-016-0468-8},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/RiondatoGB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SalahN17,
author = {Aghiles Salah and
Mohamed Nadif},
title = {Social regularized von Mises-Fisher mixture model for item recommendation},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {5},
pages = {1218--1241},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0499-9},
doi = {10.1007/S10618-017-0499-9},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/SalahN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SalariJM17,
author = {Mostafa Salari and
Saeed Jalili and
Reza Mortazavi},
title = {TBM, a transformation based method for microaggregation of large volume
mixed data},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {1},
pages = {65--91},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0457-y},
doi = {10.1007/S10618-016-0457-Y},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/SalariJM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SalmanQQ17,
author = {Muhammad Salman and
Saad B. Qaisar and
Ali Mustafa Qamar},
title = {Classification and legality analysis of bowling action in the game
of cricket},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {6},
pages = {1706--1734},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0511-4},
doi = {10.1007/S10618-017-0511-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/SalmanQQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SchneiderV17,
author = {Johannes Schneider and
Michail Vlachos},
title = {Scalable density-based clustering with quality guarantees using random
projections},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {4},
pages = {972--1005},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0498-x},
doi = {10.1007/S10618-017-0498-X},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/SchneiderV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SchulteKGZJD17,
author = {Oliver Schulte and
Mahmoud Khademi and
Sajjad Gholami and
Zeyu Zhao and
Mehrsan Javan Roshtkhari and
Philippe Desaulniers},
title = {A Markov Game model for valuing actions, locations, and team performance
in ice hockey},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {6},
pages = {1735--1757},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0496-z},
doi = {10.1007/S10618-017-0496-Z},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/SchulteKGZJD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SharmaB17,
author = {Manali Sharma and
Mustafa Bilgic},
title = {Evidence-based uncertainty sampling for active learning},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {1},
pages = {164--202},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0460-3},
doi = {10.1007/S10618-016-0460-3},
timestamp = {Thu, 29 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/SharmaB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Shokoohi-YektaH17,
author = {Mohammad Shokoohi{-}Yekta and
Bing Hu and
Hongxia Jin and
Jun Wang and
Eamonn J. Keogh},
title = {Generalizing {DTW} to the multi-dimensional case requires an adaptive
approach},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {1},
pages = {1--31},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0455-0},
doi = {10.1007/S10618-016-0455-0},
timestamp = {Thu, 23 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/Shokoohi-YektaH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SongWC17,
author = {Dan Song and
Dongming Wang and
Xiaoyu Chen},
title = {Retrieving geometric information from images: the case of hand-drawn
diagrams},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {4},
pages = {934--971},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0494-1},
doi = {10.1007/S10618-017-0494-1},
timestamp = {Fri, 14 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/SongWC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/TagarelliAG17,
author = {Andrea Tagarelli and
Alessia Amelio and
Francesco Gullo},
title = {Ensemble-based community detection in multilayer networks},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {5},
pages = {1506--1543},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0528-8},
doi = {10.1007/S10618-017-0528-8},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/TagarelliAG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Tatti17,
author = {Nikolaj Tatti},
title = {Tiers for peers: a practical algorithm for discovering hierarchy in
weighted networks},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {3},
pages = {702--738},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0485-7},
doi = {10.1007/S10618-016-0485-7},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/Tatti17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/VinueE17,
author = {Guillermo Vinu{\'{e}} and
Irene Epifanio},
title = {Archetypoid analysis for sports analytics},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {6},
pages = {1643--1677},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0514-1},
doi = {10.1007/S10618-017-0514-1},
timestamp = {Sat, 09 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/VinueE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WangZZLY17,
author = {Peng Wang and
Peng Zhang and
Chuan Zhou and
Zhao Li and
Hong Yang},
title = {Hierarchical evolving Dirichlet processes for modeling nonlinear evolutionary
traces in temporal data},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {1},
pages = {32--64},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0454-1},
doi = {10.1007/S10618-016-0454-1},
timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/WangZZLY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WickerK17,
author = {J{\"{o}}rg Wicker and
Stefan Kramer},
title = {The best privacy defense is a good privacy offense: obfuscating a
search engine user's profile},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {5},
pages = {1419--1443},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0524-z},
doi = {10.1007/S10618-017-0524-Z},
timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/WickerK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/YangHLY17,
author = {Ning Yang and
Lifang He and
Zheng Li and
Philip S. Yu},
title = {Reducing uncertainty of dynamic heterogeneous information networks:
a fusing reconstructing approach},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {3},
pages = {879--906},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0492-3},
doi = {10.1007/S10618-017-0492-3},
timestamp = {Thu, 12 Apr 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/YangHLY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhaiGWC17,
author = {Tingting Zhai and
Yang Gao and
Hao Wang and
Longbing Cao},
title = {Classification of high-dimensional evolving data streams via a resource-efficient
online ensemble},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {5},
pages = {1242--1265},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0500-7},
doi = {10.1007/S10618-017-0500-7},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ZhaiGWC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhangWCG17,
author = {Jianfei Zhang and
Shengrui Wang and
Lifei Chen and
Patrick Gallinari},
title = {Multiple Bayesian discriminant functions for high-dimensional massive
data classification},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {2},
pages = {465--501},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0481-y},
doi = {10.1007/S10618-016-0481-Y},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/ZhangWCG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhouKWCH17,
author = {Dawei Zhou and
Arun Karthikeyan and
Kangyang Wang and
Nan Cao and
Jingrui He},
title = {Discovering rare categories from graph streams},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {2},
pages = {400--423},
year = {2017},
url = {https://doi.org/10.1007/s10618-016-0478-6},
doi = {10.1007/S10618-016-0478-6},
timestamp = {Sat, 16 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/ZhouKWCH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Zliobaite17,
author = {Indre Zliobaite},
title = {Measuring discrimination in algorithmic decision making},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {4},
pages = {1060--1089},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0506-1},
doi = {10.1007/S10618-017-0506-1},
timestamp = {Wed, 26 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/Zliobaite17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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