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@article{DBLP:journals/datamine/AbandaML19,
  author       = {Amaia Abanda and
                  Usue Mori and
                  Jos{\'{e}} Antonio Lozano},
  title        = {A review on distance based time series classification},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {2},
  pages        = {378--412},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0596-4},
  doi          = {10.1007/S10618-018-0596-4},
  timestamp    = {Fri, 23 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/AbandaML19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AdriaensLB19,
  author       = {Florian Adriaens and
                  Jefrey Lijffijt and
                  Tijl De Bie},
  title        = {Subjectively interesting connecting trees and forests},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {4},
  pages        = {1088--1124},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00627-1},
  doi          = {10.1007/S10618-019-00627-1},
  timestamp    = {Tue, 20 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/AdriaensLB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AirolaPTMNHP19,
  author       = {Antti Airola and
                  Jonne Pohjankukka and
                  Johanna Torppa and
                  Maarit Middleton and
                  Vesa Nyk{\"{a}}nen and
                  Jukka Heikkonen and
                  Tapio Pahikkala},
  title        = {The spatial leave-pair-out cross-validation method for reliable {AUC}
                  estimation of spatial classifiers},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {3},
  pages        = {730--747},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-00607-x},
  doi          = {10.1007/S10618-018-00607-X},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/AirolaPTMNHP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AlaizFS19,
  author       = {Carlos M. Ala{\'{\i}}z and
                  Micha{\"{e}}l Fanuel and
                  Johan A. K. Suykens},
  title        = {Robust classification of graph-based data},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {1},
  pages        = {230--251},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0603-9},
  doi          = {10.1007/S10618-018-0603-9},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/AlaizFS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Arauzo-AzofraJM19,
  author       = {Antonio Arauzo{-}Azofra and
                  Alfonso Jim{\'{e}}nez{-}V{\'{\i}}lchez and
                  Jos{\'{e}} Molina{-}Baena and
                  Mar{\'{\i}}a Luque{-}Rodriguez},
  title        = {Algorithmic cache of sorted tables for feature selection - Speeding
                  up methods based on consistency and information theory measures},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {4},
  pages        = {964--994},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00620-8},
  doi          = {10.1007/S10618-019-00620-8},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/Arauzo-AzofraJM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/BorgwardtLTU19,
  author       = {Karsten M. Borgwardt and
                  Po{-}Ling Loh and
                  Evimaria Terzi and
                  Antti Ukkonen},
  title        = {Introduction to the special issue for the {ECML} {PKDD} 2019 journal
                  track},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {5},
  pages        = {1223--1224},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00642-2},
  doi          = {10.1007/S10618-019-00642-2},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/BorgwardtLTU19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/BrillFFJNS19,
  author       = {Markus Brill and
                  Till Fluschnik and
                  Vincent Froese and
                  Brijnesh J. Jain and
                  Rolf Niedermeier and
                  David Schultz},
  title        = {Exact mean computation in dynamic time warping spaces},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {1},
  pages        = {252--291},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0604-8},
  doi          = {10.1007/S10618-018-0604-8},
  timestamp    = {Tue, 22 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/BrillFFJNS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/BurgNS19,
  author       = {Gerrit J. J. van den Burg and
                  Alfredo Naz{\'{a}}bal and
                  Charles Sutton},
  title        = {Wrangling messy {CSV} files by detecting row and type patterns},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {6},
  pages        = {1799--1820},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00646-y},
  doi          = {10.1007/S10618-019-00646-Y},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/BurgNS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/CeciCMR19,
  author       = {Michelangelo Ceci and
                  Roberto Corizzo and
                  Donato Malerba and
                  Aleksandra Rashkovska},
  title        = {Spatial autocorrelation and entropy for renewable energy forecasting},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {3},
  pages        = {698--729},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0605-7},
  doi          = {10.1007/S10618-018-0605-7},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/CeciCMR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ClarkP19,
  author       = {Jessica Clark and
                  Foster J. Provost},
  title        = {Unsupervised dimensionality reduction versus supervised regularization
                  for classification from sparse data},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {4},
  pages        = {871--916},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00616-4},
  doi          = {10.1007/S10618-019-00616-4},
  timestamp    = {Tue, 20 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/ClarkP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/CuleFG19,
  author       = {Boris Cule and
                  Len Feremans and
                  Bart Goethals},
  title        = {Efficiently mining cohesion-based patterns and rules in event sequences},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {4},
  pages        = {1125--1182},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00628-0},
  doi          = {10.1007/S10618-019-00628-0},
  timestamp    = {Fri, 05 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/CuleFG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/DoanL19,
  author       = {Thanh{-}Nam Doan and
                  Ee{-}Peng Lim},
  title        = {Modeling location-based social network data with area attraction and
                  neighborhood competition},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {1},
  pages        = {58--95},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0588-4},
  doi          = {10.1007/S10618-018-0588-4},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/DoanL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/FawazFWIM19,
  author       = {Hassan Ismail Fawaz and
                  Germain Forestier and
                  Jonathan Weber and
                  Lhassane Idoumghar and
                  Pierre{-}Alain Muller},
  title        = {Deep learning for time series classification: a review},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {4},
  pages        = {917--963},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00619-1},
  doi          = {10.1007/S10618-019-00619-1},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/FawazFWIM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/FerriHF19,
  author       = {C{\`{e}}sar Ferri and
                  Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
                  Peter A. Flach},
  title        = {Setting decision thresholds when operating conditions are uncertain},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {4},
  pages        = {805--847},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00613-7},
  doi          = {10.1007/S10618-019-00613-7},
  timestamp    = {Tue, 20 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/FerriHF19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GangumallaRM19,
  author       = {Lakshmi Gangumalla and
                  P. Krishna Reddy and
                  Anirban Mondal},
  title        = {Multi-location visibility query processing using portion-based transactional
                  modeling and pattern mining},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {5},
  pages        = {1393--1416},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00641-3},
  doi          = {10.1007/S10618-019-00641-3},
  timestamp    = {Mon, 12 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/GangumallaRM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GertrudesZSC19,
  author       = {Jadson Castro Gertrudes and
                  Arthur Zimek and
                  J{\"{o}}rg Sander and
                  Ricardo J. G. B. Campello},
  title        = {A unified view of density-based methods for semi-supervised clustering
                  and classification},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {6},
  pages        = {1894--1952},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00651-1},
  doi          = {10.1007/S10618-019-00651-1},
  timestamp    = {Fri, 14 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/GertrudesZSC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GevaSL19,
  author       = {Tomer Geva and
                  Maytal Saar{-}Tsechansky and
                  Harel Lustiger},
  title        = {More for less: adaptive labeling payments in online labor markets},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {6},
  pages        = {1625--1673},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00637-z},
  doi          = {10.1007/S10618-019-00637-Z},
  timestamp    = {Thu, 07 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/GevaSL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GharghabiYDDHLK19,
  author       = {Shaghayegh Gharghabi and
                  Chin{-}Chia Michael Yeh and
                  Yifei Ding and
                  Wei Ding and
                  Paul Hibbing and
                  Samuel LaMunion and
                  Andrew Kaplan and
                  Scott E. Crouter and
                  Eamonn J. Keogh},
  title        = {Domain agnostic online semantic segmentation for multi-dimensional
                  time series},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {1},
  pages        = {96--130},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0589-3},
  doi          = {10.1007/S10618-018-0589-3},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/GharghabiYDDHLK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GharghabiYDDHLK19a,
  author       = {Shaghayegh Gharghabi and
                  Chin{-}Chia Michael Yeh and
                  Yifei Ding and
                  Wei Ding and
                  Paul Hibbing and
                  Samuel LaMunion and
                  Andrew Kaplan and
                  Scott E. Crouter and
                  Eamonn J. Keogh},
  title        = {Correction to: Domain agnostic online semantic segmentation for multi-dimensional
                  time series},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {6},
  pages        = {1981--1982},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00618-2},
  doi          = {10.1007/S10618-019-00618-2},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/GharghabiYDDHLK19a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GhomeshiGK19,
  author       = {Hossein Ghomeshi and
                  Mohamed Medhat Gaber and
                  Yevgeniya Kovalchuk},
  title        = {{EACD:} evolutionary adaptation to concept drifts in data streams},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {3},
  pages        = {663--694},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00614-6},
  doi          = {10.1007/S10618-019-00614-6},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/GhomeshiGK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GligorijevicGSB19,
  author       = {Jelena Gligorijevic and
                  Djordje Gligorijevic and
                  Ivan Stojkovic and
                  Xiao Bai and
                  Amit Goyal and
                  Zoran Obradovic},
  title        = {Deeply supervised model for click-through rate prediction in sponsored
                  search},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {5},
  pages        = {1446--1467},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00625-3},
  doi          = {10.1007/S10618-019-00625-3},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/GligorijevicGSB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/HamalainenW19,
  author       = {Wilhelmiina H{\"{a}}m{\"{a}}l{\"{a}}inen and
                  Geoffrey I. Webb},
  title        = {A tutorial on statistically sound pattern discovery},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {2},
  pages        = {325--377},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0590-x},
  doi          = {10.1007/S10618-018-0590-X},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/HamalainenW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/HuCCCGH19,
  author       = {Shoubo Hu and
                  Bogdan Cautis and
                  Zhitang Chen and
                  Laiwan Chan and
                  Yanhui Geng and
                  Xiuqiang He},
  title        = {Model-free inference of diffusion networks using {RKHS} embeddings},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {2},
  pages        = {499--525},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-00611-1},
  doi          = {10.1007/S10618-018-00611-1},
  timestamp    = {Fri, 13 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/HuCCCGH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/JaegerLPP19,
  author       = {Manfred Jaeger and
                  Marco Lippi and
                  Giovanni Pellegrini and
                  Andrea Passerini},
  title        = {Counts-of-counts similarity for prediction and search in relational
                  data},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {5},
  pages        = {1254--1297},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00621-7},
  doi          = {10.1007/S10618-019-00621-7},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/JaegerLPP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/JorgeLLN19,
  author       = {Al{\'{\i}}pio Jorge and
                  Rui L. Lopes and
                  Germ{\'{a}}n Larraz{\'{a}}bal and
                  Hamed Nikhalat{-}Jahromi},
  title        = {Guest Editorial - Special Issue on Data Mining for Geosciences},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {3},
  pages        = {695--696},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00623-5},
  doi          = {10.1007/S10618-019-00623-5},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/JorgeLLN19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/JungLLK19,
  author       = {Minsoo Jung and
                  Yongsub Lim and
                  Sunmin Lee and
                  U Kang},
  title        = {{FURL:} Fixed-memory and uncertainty reducing local triangle counting
                  for multigraph streams},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {5},
  pages        = {1225--1253},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00630-6},
  doi          = {10.1007/S10618-019-00630-6},
  timestamp    = {Tue, 24 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/JungLLK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KaraevM19,
  author       = {Sanjar Karaev and
                  Pauli Miettinen},
  title        = {Algorithms for approximate subtropical matrix factorization},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {2},
  pages        = {526--576},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0599-1},
  doi          = {10.1007/S10618-018-0599-1},
  timestamp    = {Tue, 20 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/KaraevM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KremplLH19,
  author       = {Georg Krempl and
                  Dominik Lang and
                  Vera Hofer},
  title        = {Temporal density extrapolation using a dynamic basis approach},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {5},
  pages        = {1323--1356},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00636-0},
  doi          = {10.1007/S10618-019-00636-0},
  timestamp    = {Wed, 21 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/KremplLH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KriegeNMKM19,
  author       = {Nils M. Kriege and
                  Marion Neumann and
                  Christopher Morris and
                  Kristian Kersting and
                  Petra Mutzel},
  title        = {A unifying view of explicit and implicit feature maps of graph kernels},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {6},
  pages        = {1505--1547},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00652-0},
  doi          = {10.1007/S10618-019-00652-0},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/KriegeNMKM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LaclauB19,
  author       = {Charlotte Laclau and
                  Vincent Brault},
  title        = {Noise-free latent block model for high dimensional data},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {2},
  pages        = {446--473},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0597-3},
  doi          = {10.1007/S10618-018-0597-3},
  timestamp    = {Wed, 27 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/LaclauB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LaiHCYL19,
  author       = {Yi{-}An Lai and
                  Chin{-}Chi Hsu and
                  Wen{-}Hao Chen and
                  Mi{-}Yen Yeh and
                  Shou{-}De Lin},
  title        = {DeepRank: improving unsupervised node ranking via link discovery},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {2},
  pages        = {474--498},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0601-y},
  doi          = {10.1007/S10618-018-0601-Y},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/LaiHCYL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LamprierGG19,
  author       = {Sylvain Lamprier and
                  Thibault Gisselbrecht and
                  Patrick Gallinari},
  title        = {Contextual bandits with hidden contexts: a focused data capture from
                  social media streams},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {6},
  pages        = {1853--1893},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00648-w},
  doi          = {10.1007/S10618-019-00648-W},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/LamprierGG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LargeLB19,
  author       = {James Large and
                  Jason Lines and
                  Anthony J. Bagnall},
  title        = {A probabilistic classifier ensemble weighting scheme based on cross-validated
                  accuracy estimates},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {6},
  pages        = {1674--1709},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00638-y},
  doi          = {10.1007/S10618-019-00638-Y},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/LargeLB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LaurinecL19,
  author       = {Peter Laurinec and
                  M{\'{a}}ria Luck{\'{a}}},
  title        = {Interpretable multiple data streams clustering with clipped streams
                  representation for the improvement of electricity consumption forecasting},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {2},
  pages        = {413--445},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0598-2},
  doi          = {10.1007/S10618-018-0598-2},
  timestamp    = {Wed, 27 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/LaurinecL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LiLQMTC19,
  author       = {Hui Li and
                  Yu Liu and
                  Yuqiu Qian and
                  Nikos Mamoulis and
                  Wenting Tu and
                  David W. Cheung},
  title        = {{HHMF:} hidden hierarchical matrix factorization for recommender systems},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {6},
  pages        = {1548--1582},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00632-4},
  doi          = {10.1007/S10618-019-00632-4},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/LiLQMTC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LubbaSKSFJ19,
  author       = {Carl Henning Lubba and
                  Sarab S. Sethi and
                  Philip Knaute and
                  Simon R. Schultz and
                  Ben D. Fulcher and
                  Nick S. Jones},
  title        = {catch22: CAnonical Time-series CHaracteristics - Selected through
                  highly comparative time-series analysis},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {6},
  pages        = {1821--1852},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00647-x},
  doi          = {10.1007/S10618-019-00647-X},
  timestamp    = {Thu, 07 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/LubbaSKSFJ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LucasSPOZGPW19,
  author       = {Benjamin Lucas and
                  Ahmed Shifaz and
                  Charlotte Pelletier and
                  Lachlan O'Neill and
                  Nayyar Abbas Zaidi and
                  Bart Goethals and
                  Fran{\c{c}}ois Petitjean and
                  Geoffrey I. Webb},
  title        = {Proximity Forest: an effective and scalable distance-based classifier
                  for time series},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {3},
  pages        = {607--635},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00617-3},
  doi          = {10.1007/S10618-019-00617-3},
  timestamp    = {Fri, 03 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/LucasSPOZGPW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MaoCZG19,
  author       = {Weixuan Mao and
                  Zhongmin Cai and
                  Bo Zeng and
                  Xiaohong Guan},
  title        = {Learning edge weights in file co-occurrence graphs for malware detection},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {1},
  pages        = {168--203},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0593-7},
  doi          = {10.1007/S10618-018-0593-7},
  timestamp    = {Thu, 20 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/MaoCZG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MauwRT19,
  author       = {Sjouke Mauw and
                  Yunior Ram{\'{\i}}rez{-}Cruz and
                  Rolando Trujillo{-}Rasua},
  title        = {Robust active attacks on social graphs},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {5},
  pages        = {1357--1392},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00631-5},
  doi          = {10.1007/S10618-019-00631-5},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/MauwRT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MegerRPNLGADD19,
  author       = {Nicolas M{\'{e}}ger and
                  Christophe Rigotti and
                  Catherine Pothier and
                  Tuan Nguyen and
                  Felicity Lodge and
                  Lionel Gueguen and
                  R{\'{e}}mi Andreoli and
                  Marie{-}Pierre Doin and
                  Mihai Datcu},
  title        = {Ranking evolution maps for Satellite Image Time Series exploration:
                  application to crustal deformation and environmental monitoring},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {1},
  pages        = {131--167},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0591-9},
  doi          = {10.1007/S10618-018-0591-9},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/MegerRPNLGADD19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MeiLYL19,
  author       = {Jian{-}Ping Mei and
                  Huajiang Lv and
                  Liang Huai Yang and
                  Yanjun Li},
  title        = {Clustering for heterogeneous information networks with extended star-structure},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {4},
  pages        = {1059--1087},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00626-2},
  doi          = {10.1007/S10618-019-00626-2},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/MeiLYL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/NaderivesalKB19,
  author       = {Somayeh Naderivesal and
                  Lars Kulik and
                  James Bailey},
  title        = {An effective and versatile distance measure for spatiotemporal trajectories},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {3},
  pages        = {577--606},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00615-5},
  doi          = {10.1007/S10618-019-00615-5},
  timestamp    = {Fri, 31 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/NaderivesalKB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/NadisicCC19,
  author       = {Nicolas Nadisic and
                  Aur{\'{e}}lien Coussat and
                  Lo{\"{\i}}c Cerf},
  title        = {Mining skypatterns in fuzzy tensors},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {5},
  pages        = {1298--1322},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00640-4},
  doi          = {10.1007/S10618-019-00640-4},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/NadisicCC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/NguyenGIOI19,
  author       = {Thach Le Nguyen and
                  Severin Gsponer and
                  Iulia Ilie and
                  Martin O'Reilly and
                  Georgiana Ifrim},
  title        = {Interpretable time series classification using linear models and multi-resolution
                  multi-domain symbolic representations},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {4},
  pages        = {1183--1222},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00633-3},
  doi          = {10.1007/S10618-019-00633-3},
  timestamp    = {Wed, 01 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/NguyenGIOI19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ParkN19,
  author       = {Jihoi Park and
                  Kihwan Nam},
  title        = {Group recommender system for store product placement},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {1},
  pages        = {204--229},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0600-z},
  doi          = {10.1007/S10618-018-0600-Z},
  timestamp    = {Wed, 13 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/ParkN19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/RysavyZ19,
  author       = {Petr Rysav{\'{y}} and
                  Filip Zelezn{\'{y}}},
  title        = {Estimating sequence similarity from read sets for clustering next-generation
                  sequencing data},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {1},
  pages        = {1--23},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0584-8},
  doi          = {10.1007/S10618-018-0584-8},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/RysavyZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SaccaSR19,
  author       = {Domenico Sacc{\`{a}} and
                  Edoardo Serra and
                  Antonino Rullo},
  title        = {Extending inverse frequent itemsets mining to generate realistic datasets:
                  complexity, accuracy and emerging applications},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {6},
  pages        = {1736--1774},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00643-1},
  doi          = {10.1007/S10618-019-00643-1},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/SaccaSR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SemertzidisPTT19,
  author       = {Konstantinos Semertzidis and
                  Evaggelia Pitoura and
                  Evimaria Terzi and
                  Panayiotis Tsaparas},
  title        = {Finding lasting dense subgraphs},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {5},
  pages        = {1417--1445},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0602-x},
  doi          = {10.1007/S10618-018-0602-X},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/SemertzidisPTT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SmiejaHT19,
  author       = {Marek Smieja and
                  Krzysztof Hajto and
                  Jacek Tabor},
  title        = {Efficient mixture model for clustering of sparse high dimensional
                  binary data},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {6},
  pages        = {1583--1624},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00635-1},
  doi          = {10.1007/S10618-019-00635-1},
  timestamp    = {Thu, 31 Oct 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/SmiejaHT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/TanCW19,
  author       = {Fei Tan and
                  Chaoran Cheng and
                  Zhi Wei},
  title        = {Modeling and elucidation of housing price},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {3},
  pages        = {636--662},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-00612-0},
  doi          = {10.1007/S10618-018-00612-0},
  timestamp    = {Thu, 28 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/TanCW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/TollerSK19,
  author       = {Maximilian Toller and
                  Tiago Santos and
                  Roman Kern},
  title        = {{SAZED:} parameter-free domain-agnostic season length estimation in
                  time series data},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {6},
  pages        = {1775--1798},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00645-z},
  doi          = {10.1007/S10618-019-00645-Z},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/TollerSK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WaegemanDH19,
  author       = {Willem Waegeman and
                  Krzysztof Dembczynski and
                  Eyke H{\"{u}}llermeier},
  title        = {Multi-target prediction: a unifying view on problems and methods},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {2},
  pages        = {293--324},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0595-5},
  doi          = {10.1007/S10618-018-0595-5},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/WaegemanDH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WilsonENP19,
  author       = {Rebecca E. Wilson and
                  Idris A. Eckley and
                  Matthew A. Nunes and
                  Timothy Park},
  title        = {Dynamic detection of anomalous regions within distributed acoustic
                  sensing data streams using locally stationary wavelet time series},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {3},
  pages        = {748--772},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-00608-w},
  doi          = {10.1007/S10618-018-00608-W},
  timestamp    = {Tue, 20 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/WilsonENP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/X19,
  title        = {Editor's Note},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {3},
  pages        = {697},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00629-z},
  doi          = {10.1007/S10618-019-00629-Z},
  timestamp    = {Tue, 20 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/X19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/YamanishiWSO19,
  author       = {Kenji Yamanishi and
                  Tianyi Wu and
                  Shinya Sugawara and
                  Makoto Okada},
  title        = {The decomposed normalized maximum likelihood code-length criterion
                  for selecting hierarchical latent variable models},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {4},
  pages        = {1017--1058},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00624-4},
  doi          = {10.1007/S10618-019-00624-4},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/YamanishiWSO19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/YangJMHHR19,
  author       = {Ruiyu Yang and
                  Yuxiang Jiang and
                  Scott Mathews and
                  Elizabeth A. Housworth and
                  Matthew W. Hahn and
                  Predrag Radivojac},
  title        = {A new class of metrics for learning on real-valued and structured
                  data},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {4},
  pages        = {995--1016},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00622-6},
  doi          = {10.1007/S10618-019-00622-6},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/YangJMHHR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhangYL19,
  author       = {Wei Zhang and
                  Yao{-}Chi Yu and
                  Jr{-}Shin Li},
  title        = {Dynamics reconstruction and classification via Koopman features},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {6},
  pages        = {1710--1735},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00639-x},
  doi          = {10.1007/S10618-019-00639-X},
  timestamp    = {Fri, 25 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/ZhangYL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhangYZZ19,
  author       = {Daokun Zhang and
                  Jie Yin and
                  Xingquan Zhu and
                  Chengqi Zhang},
  title        = {Attributed network embedding via subspace discovery},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {6},
  pages        = {1953--1980},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-019-00650-2},
  doi          = {10.1007/S10618-019-00650-2},
  timestamp    = {Tue, 18 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/ZhangYZZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhangZGLWWZ19,
  author       = {Mengxue Zhang and
                  Meizhuo Zhang and
                  Chen Ge and
                  Quanyang Liu and
                  Jiemin Wang and
                  Jia Wei and
                  Kenny Q. Zhu},
  title        = {Automatic discovery of adverse reactions through Chinese social media},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {4},
  pages        = {848--870},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-00610-2},
  doi          = {10.1007/S10618-018-00610-2},
  timestamp    = {Fri, 05 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/ZhangZGLWWZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhaoCTP19,
  author       = {Zijin Zhao and
                  Lingyang Chu and
                  Dacheng Tao and
                  Jian Pei},
  title        = {Classification with label noise: a Markov chain sampling framework},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {5},
  pages        = {1468--1504},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0592-8},
  doi          = {10.1007/S10618-018-0592-8},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/ZhaoCTP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhaoWLTG19,
  author       = {Junzhou Zhao and
                  Pinghui Wang and
                  John C. S. Lui and
                  Don Towsley and
                  Xiaohong Guan},
  title        = {Sampling online social networks by random walk with indirect jumps},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {1},
  pages        = {24--57},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0587-5},
  doi          = {10.1007/S10618-018-0587-5},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/ZhaoWLTG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Zliobaite19,
  author       = {Indre Zliobaite},
  title        = {Concept drift over geological times: predictive modeling baselines
                  for analyzing the mammalian fossil record},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {3},
  pages        = {773--803},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-0606-6},
  doi          = {10.1007/S10618-018-0606-6},
  timestamp    = {Tue, 20 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/Zliobaite19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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