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@article{DBLP:journals/datamine/Abu-SalihAAFWCB21,
  author       = {Bilal Abu{-}Salih and
                  Marwan Al{-}Tawil and
                  Ibrahim Aljarah and
                  Hossam Faris and
                  Pornpit Wongthongtham and
                  Kit Yan Chan and
                  Amin Beheshti},
  title        = {Relational Learning Analysis of Social Politics using Knowledge Graph
                  Embedding},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1497--1536},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00760-w},
  doi          = {10.1007/S10618-021-00760-W},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/Abu-SalihAAFWCB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/AlaeeMKK21,
  author       = {Sara Alaee and
                  Ryan Mercer and
                  Kaveh Kamgar and
                  Eamonn J. Keogh},
  title        = {Time series motifs discovery under {DTW} allows more robust discovery
                  of conserved structure},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {3},
  pages        = {863--910},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00740-0},
  doi          = {10.1007/S10618-021-00740-0},
  timestamp    = {Sun, 16 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/AlaeeMKK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/AlfkeS21,
  author       = {Dominik Alfke and
                  Martin Stoll},
  title        = {Pseudoinverse graph convolutional networks},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1318--1341},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00752-w},
  doi          = {10.1007/S10618-021-00752-W},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/AlfkeS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/AminianRG21,
  author       = {Ehsan Aminian and
                  Rita P. Ribeiro and
                  Jo{\~{a}}o Gama},
  title        = {Chebyshev approaches for imbalanced data streams regression models},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {6},
  pages        = {2389--2466},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00793-1},
  doi          = {10.1007/S10618-021-00793-1},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/AminianRG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/AppiceEGT21,
  author       = {Annalisa Appice and
                  Sergio Escalera and
                  Jos{\'{e}} A. G{\'{a}}mez and
                  Heike Trautmann},
  title        = {Introduction to the special issue of the {ECML} {PKDD} 2021 journal
                  track},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {6},
  pages        = {2540--2541},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00792-2},
  doi          = {10.1007/S10618-021-00792-2},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/AppiceEGT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/ArcoNVLCV21,
  author       = {Leticia Arco and
                  Gonzalo N{\'{a}}poles and
                  Frank Vanhoenshoven and
                  Ana Laura Lara and
                  Gladys Casas and
                  Koen Vanhoof},
  title        = {Natural language techniques supporting decision modelers},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {1},
  pages        = {290--320},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00718-4},
  doi          = {10.1007/S10618-020-00718-4},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/ArcoNVLCV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/AtzmuellerGZ21,
  author       = {Martin Atzmueller and
                  Stephan G{\"{u}}nnemann and
                  Albrecht Zimmermann},
  title        = {Mining communities and their descriptions on attributed graphs: a
                  survey},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {3},
  pages        = {661--687},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00741-z},
  doi          = {10.1007/S10618-021-00741-Z},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/AtzmuellerGZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/BacciuCGLM21,
  author       = {Davide Bacciu and
                  Alessio Conte and
                  Roberto Grossi and
                  Francesco Landolfi and
                  Andrea Marino},
  title        = {K-plex cover pooling for graph neural networks},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {5},
  pages        = {2200--2220},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00779-z},
  doi          = {10.1007/S10618-021-00779-Z},
  timestamp    = {Sun, 18 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/BacciuCGLM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/BattagliaCP21,
  author       = {Elena Battaglia and
                  Simone Celano and
                  Ruggero G. Pensa},
  title        = {Differentially Private Distance Learning in Categorical Data},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {5},
  pages        = {2050--2088},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00778-0},
  doi          = {10.1007/S10618-021-00778-0},
  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/BattagliaCP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/BauerA21,
  author       = {Pascal Bauer and
                  Gabriel Anzer},
  title        = {Data-driven detection of counterpressing in professional football},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {5},
  pages        = {2009--2049},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00763-7},
  doi          = {10.1007/S10618-021-00763-7},
  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/BauerA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/BelaidRK21,
  author       = {Mohamed Karim Belaid and
                  Maximilian Rabus and
                  Ralf Krestel},
  title        = {CrashNet: an encoder-decoder architecture to predict crash test outcomes},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1688--1709},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00761-9},
  doi          = {10.1007/S10618-021-00761-9},
  timestamp    = {Fri, 23 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/BelaidRK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/BernardoV21,
  author       = {Alessio Bernardo and
                  Emanuele Della Valle},
  title        = {{VFC-SMOTE:} very fast continuous synthetic minority oversampling
                  for evolving data streams},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {6},
  pages        = {2679--2713},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00786-0},
  doi          = {10.1007/S10618-021-00786-0},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/BernardoV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/BertholdFS21,
  author       = {Michael R. Berthold and
                  Alexander Fillbrunn and
                  Arno Siebes},
  title        = {Widening: using parallel resources to improve model quality},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1258--1286},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00749-5},
  doi          = {10.1007/S10618-021-00749-5},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/BertholdFS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/BorboudakisT21,
  author       = {Giorgos Borboudakis and
                  Ioannis Tsamardinos},
  title        = {Extending greedy feature selection algorithms to multiple solutions},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1393--1434},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00731-7},
  doi          = {10.1007/S10618-020-00731-7},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/BorboudakisT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/BoutalbiLN21,
  author       = {Rafika Boutalbi and
                  Lazhar Labiod and
                  Mohamed Nadif},
  title        = {Implicit consensus clustering from multiple graphs},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {6},
  pages        = {2313--2340},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00788-y},
  doi          = {10.1007/S10618-021-00788-Y},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/BoutalbiLN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/CoskunBK21,
  author       = {Mustafa Coskun and
                  Abdelkader Baggag and
                  Mehmet Koyut{\"{u}}rk},
  title        = {Fast computation of Katz index for efficient processing of link prediction
                  queries},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1342--1368},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00754-8},
  doi          = {10.1007/S10618-021-00754-8},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/CoskunBK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/DasALKS21,
  author       = {Sarkar Snigdha Sarathi Das and
                  Mohammed Eunus Ali and
                  Yuan{-}Fang Li and
                  Yong{-}Bin Kang and
                  Timos Sellis},
  title        = {Boosting house price predictions using geo-spatial network embedding},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {6},
  pages        = {2221--2250},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00789-x},
  doi          = {10.1007/S10618-021-00789-X},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/DasALKS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/DavoodiCYBMM21,
  author       = {Arash Gholami Davoodi and
                  Sean Chang and
                  Hyun Gon Yoo and
                  Anubhav Baweja and
                  Mihir Mongia and
                  Hosein Mohimani},
  title        = {ForestDSH: a universal hash design for discrete probability distributions},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {3},
  pages        = {748--795},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00732-6},
  doi          = {10.1007/S10618-020-00732-6},
  timestamp    = {Sun, 16 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/DavoodiCYBMM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/DengKLB21,
  author       = {Junning Deng and
                  Bo Kang and
                  Jefrey Lijffijt and
                  Tijl De Bie},
  title        = {Mining explainable local and global subgraph patterns with surprising
                  densities},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {1},
  pages        = {321--371},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00721-9},
  doi          = {10.1007/S10618-020-00721-9},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/DengKLB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/DuSDNP21,
  author       = {Xin Du and
                  Lei Sun and
                  Wouter Duivesteijn and
                  Alexander G. Nikolaev and
                  Mykola Pechenizkiy},
  title        = {Adversarial balancing-based representation learning for causal effect
                  inference with observational data},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1713--1738},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00759-3},
  doi          = {10.1007/S10618-021-00759-3},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/DuSDNP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/GhodsC21,
  author       = {Alireza Ghods and
                  Diane J. Cook},
  title        = {A survey of deep network techniques all classifiers can adopt},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {1},
  pages        = {46--87},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00722-8},
  doi          = {10.1007/S10618-020-00722-8},
  timestamp    = {Tue, 26 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/GhodsC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/HalsteadKRPPB21,
  author       = {Ben Halstead and
                  Yun Sing Koh and
                  Patricia Riddle and
                  Russel Pears and
                  Mykola Pechenizkiy and
                  Albert Bifet},
  title        = {Recurring concept memory management in data streams: exploiting data
                  stream concept evolution to improve performance and transparency},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {3},
  pages        = {796--836},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00736-w},
  doi          = {10.1007/S10618-021-00736-W},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/HalsteadKRPPB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/HammondB21,
  author       = {Lewis Hammond and
                  Vaishak Belle},
  title        = {Learning tractable probabilistic models for moral responsibility and
                  blame},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {2},
  pages        = {621--659},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00726-4},
  doi          = {10.1007/S10618-020-00726-4},
  timestamp    = {Fri, 14 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/HammondB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/HeWY21,
  author       = {Jieyue He and
                  Jinmeng Wang and
                  Zhizhou Yu},
  title        = {Attention based adversarially regularized learning for network embedding},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {5},
  pages        = {2112--2140},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00780-6},
  doi          = {10.1007/S10618-021-00780-6},
  timestamp    = {Sat, 04 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/HeWY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/HerrmannW21,
  author       = {Matthieu Herrmann and
                  Geoffrey I. Webb},
  title        = {Early abandoning and pruning for elastic distances including dynamic
                  time warping},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {6},
  pages        = {2577--2601},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00782-4},
  doi          = {10.1007/S10618-021-00782-4},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/HerrmannW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/HessPHC21,
  author       = {Sibylle Hess and
                  Gianvito Pio and
                  Michiel E. Hochstenbach and
                  Michelangelo Ceci},
  title        = {{BROCCOLI:} overlapping and outlier-robust biclustering through proximal
                  stochastic gradient descent},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {6},
  pages        = {2542--2576},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00787-z},
  doi          = {10.1007/S10618-021-00787-Z},
  timestamp    = {Sat, 13 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/HessPHC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/HuHTKJG21,
  author       = {Yifan Hu and
                  Changwei Hu and
                  Thanh Tran and
                  Tejaswi Kasturi and
                  Elizabeth Joseph and
                  Matt Gillingham},
  title        = {What's in a name? - gender classification of names with character
                  based machine learning models},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1537--1563},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00748-6},
  doi          = {10.1007/S10618-021-00748-6},
  timestamp    = {Sat, 17 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/HuHTKJG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/HuangCRW21,
  author       = {Xinyu Huang and
                  Dongming Chen and
                  Tao Ren and
                  Dongqi Wang},
  title        = {A survey of community detection methods in multilayer networks},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {1},
  pages        = {1--45},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00716-6},
  doi          = {10.1007/S10618-020-00716-6},
  timestamp    = {Thu, 16 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/HuangCRW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/HuangJW21,
  author       = {Jen{-}Wei Huang and
                  Bijay Prasad Jaysawal and
                  Cheng{-}Chung Wang},
  title        = {Mining full, inner and tail periodic patterns with perfect, imperfect
                  and asynchronous periodicity simultaneously},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1225--1257},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00753-9},
  doi          = {10.1007/S10618-021-00753-9},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/HuangJW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/HuangXQWY21,
  author       = {Jun Huang and
                  Linchuan Xu and
                  Kun Qian and
                  Jing Wang and
                  Kenji Yamanishi},
  title        = {Multi-label learning with missing and completely unobserved labels},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {3},
  pages        = {1061--1086},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00743-x},
  doi          = {10.1007/S10618-021-00743-X},
  timestamp    = {Mon, 13 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/HuangXQWY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/IbrahimM21,
  author       = {Mohamed Hamza Ibrahim and
                  Rokia Missaoui},
  title        = {An exemplar-based clustering using efficient variational message passing},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {1},
  pages        = {248--289},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00720-w},
  doi          = {10.1007/S10618-020-00720-W},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/IbrahimM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/JinLLXDGX21,
  author       = {Yuan Jin and
                  Ming Liu and
                  Yunfeng Li and
                  Ruohua Xu and
                  Lan Du and
                  Longxiang Gao and
                  Yong Xiang},
  title        = {Variational auto-encoder based Bayesian Poisson tensor factorization
                  for sparse and imbalanced count data},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {2},
  pages        = {505--532},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00723-7},
  doi          = {10.1007/S10618-020-00723-7},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/JinLLXDGX21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/JomaaSG21,
  author       = {Hadi S. Jomaa and
                  Lars Schmidt{-}Thieme and
                  Josif Grabocka},
  title        = {Dataset2Vec: learning dataset meta-features},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {3},
  pages        = {964--985},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00737-9},
  doi          = {10.1007/S10618-021-00737-9},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/JomaaSG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/Kang21,
  author       = {Keegan Kang},
  title        = {Correlations between random projections and the bivariate normal},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1622--1653},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00764-6},
  doi          = {10.1007/S10618-021-00764-6},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/Kang21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/KapoorSL21,
  author       = {Sarang Kapoor and
                  Dhish Kumar Saxena and
                  Matthijs van Leeuwen},
  title        = {Online summarization of dynamic graphs using subjective interestingness
                  for sequential data},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {1},
  pages        = {88--126},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00714-8},
  doi          = {10.1007/S10618-020-00714-8},
  timestamp    = {Fri, 14 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/KapoorSL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/KimC21,
  author       = {Hakkyu Kim and
                  Dong{-}Wan Choi},
  title        = {Recency-based sequential pattern mining in multiple event sequences},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {1},
  pages        = {127--157},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00715-7},
  doi          = {10.1007/S10618-020-00715-7},
  timestamp    = {Mon, 25 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/KimC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/KirchmeyerGRM21,
  author       = {Matthieu Kirchmeyer and
                  Patrick Gallinari and
                  Alain Rakotomamonjy and
                  Amin Mantrach},
  title        = {Unsupervised domain adaptation with non-stochastic missing data},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {6},
  pages        = {2714--2755},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00775-3},
  doi          = {10.1007/S10618-021-00775-3},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/KirchmeyerGRM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/KuangLLCYTW21,
  author       = {Kun Kuang and
                  Yunzhe Li and
                  Bo Li and
                  Peng Cui and
                  Hongxia Yang and
                  Jianrong Tao and
                  Fei Wu},
  title        = {Continuous treatment effect estimation via generative adversarial
                  de-confounding},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {6},
  pages        = {2467--2497},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00797-x},
  doi          = {10.1007/S10618-021-00797-X},
  timestamp    = {Tue, 19 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/KuangLLCYTW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/LeleuxCGS21,
  author       = {Pierre Leleux and
                  Sylvain Courtain and
                  Guillaume Guex and
                  Marco Saerens},
  title        = {Sparse randomized shortest paths routing with Tsallis divergence regularization},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {3},
  pages        = {986--1031},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00742-y},
  doi          = {10.1007/S10618-021-00742-Y},
  timestamp    = {Wed, 19 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/LeleuxCGS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/LiLZ21,
  author       = {Xiaosheng Li and
                  Jessica Lin and
                  Liang Zhao},
  title        = {Time series clustering in linear time complexity},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {6},
  pages        = {2369--2388},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00798-w},
  doi          = {10.1007/S10618-021-00798-W},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/LiLZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/LiTW21,
  author       = {Ting Li and
                  Jiayi Tang and
                  Zhong Wan},
  title        = {An alternating nonmonotone projected Barzilai-Borwein algorithm of
                  nonnegative factorization of big matrices},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {5},
  pages        = {1972--2008},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00773-5},
  doi          = {10.1007/S10618-021-00773-5},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/LiTW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/LoboSOBH21,
  author       = {Jesus L. Lobo and
                  Javier Del Ser and
                  Eneko Osaba and
                  Albert Bifet and
                  Francisco Herrera},
  title        = {{CURIE:} a cellular automaton for concept drift detection},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {6},
  pages        = {2655--2678},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00776-2},
  doi          = {10.1007/S10618-021-00776-2},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/LoboSOBH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/LonjarretARP21,
  author       = {Corentin Lonjarret and
                  Roch Auburtin and
                  C{\'{e}}line Robardet and
                  Marc Plantevit},
  title        = {Sequential recommendation with metric models based on frequent sequences},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {3},
  pages        = {1087--1133},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00744-w},
  doi          = {10.1007/S10618-021-00744-W},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/LonjarretARP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/MaAWY21,
  author       = {Guixiang Ma and
                  Nesreen K. Ahmed and
                  Theodore L. Willke and
                  Philip S. Yu},
  title        = {Deep graph similarity learning: a survey},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {3},
  pages        = {688--725},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00733-5},
  doi          = {10.1007/S10618-020-00733-5},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/MaAWY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/MeengK21,
  author       = {Marvin Meeng and
                  Arno J. Knobbe},
  title        = {For real: a thorough look at numeric attributes in subgroup discovery},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {1},
  pages        = {158--212},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00703-x},
  doi          = {10.1007/S10618-020-00703-X},
  timestamp    = {Fri, 14 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/MeengK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/MoreoES21,
  author       = {Alejandro Moreo and
                  Andrea Esuli and
                  Fabrizio Sebastiani},
  title        = {Word-class embeddings for multiclass text classification},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {3},
  pages        = {911--963},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00735-3},
  doi          = {10.1007/S10618-020-00735-3},
  timestamp    = {Sun, 16 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/MoreoES21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/MortierWDHW21,
  author       = {Thomas Mortier and
                  Marek Wydmuch and
                  Krzysztof Dembczynski and
                  Eyke H{\"{u}}llermeier and
                  Willem Waegeman},
  title        = {Efficient set-valued prediction in multi-class classification},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1435--1469},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00751-x},
  doi          = {10.1007/S10618-021-00751-X},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/MortierWDHW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/NarangSSS21,
  author       = {Kanika Narang and
                  Yitong Song and
                  Alexander G. Schwing and
                  Hari Sundaram},
  title        = {FuseRec: fusing user and item homophily modeling with temporal recommender
                  systems},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {3},
  pages        = {837--862},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00738-8},
  doi          = {10.1007/S10618-021-00738-8},
  timestamp    = {Sun, 16 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/NarangSSS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/OikarinenTHP21,
  author       = {Emilia Oikarinen and
                  Henri Tiittanen and
                  Andreas Henelius and
                  Kai Puolam{\"{a}}ki},
  title        = {Detecting virtual concept drift of regressors without ground truth
                  values},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {3},
  pages        = {726--747},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00739-7},
  doi          = {10.1007/S10618-021-00739-7},
  timestamp    = {Sun, 16 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/OikarinenTHP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/OttervangerBH21,
  author       = {Gilles Ottervanger and
                  Mitra Baratchi and
                  Holger H. Hoos},
  title        = {MultiETSC: automated machine learning for early time series classification},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {6},
  pages        = {2602--2654},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00781-5},
  doi          = {10.1007/S10618-021-00781-5},
  timestamp    = {Sat, 13 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/OttervangerBH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/PangCC21,
  author       = {Guansong Pang and
                  Longbing Cao and
                  Ling Chen},
  title        = {Homophily outlier detection in non-IID categorical data},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1163--1224},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00750-y},
  doi          = {10.1007/S10618-021-00750-Y},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/PangCC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/PassinoBNH21,
  author       = {Francesco Sanna Passino and
                  Anna S. Bertiger and
                  Joshua C. Neil and
                  Nicholas A. Heard},
  title        = {Link prediction in dynamic networks using random dot product graphs},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {5},
  pages        = {2168--2199},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00784-2},
  doi          = {10.1007/S10618-021-00784-2},
  timestamp    = {Tue, 28 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/PassinoBNH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/PaulN21,
  author       = {Himangshu Paul and
                  Alexander G. Nikolaev},
  title        = {Fake review detection on online E-commerce platforms: a systematic
                  literature review},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {5},
  pages        = {1830--1881},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00772-6},
  doi          = {10.1007/S10618-021-00772-6},
  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/PaulN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/PereiraCS21,
  author       = {Rodolfo Miranda Pereira and
                  Yandre M. G. Costa and
                  Carlos N. Silla},
  title        = {Handling imbalance in hierarchical classification problems using local
                  classifiers approaches},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1564--1621},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00762-8},
  doi          = {10.1007/S10618-021-00762-8},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/PereiraCS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/PlasseHA21,
  author       = {Joshua Plasse and
                  Henrique Hoeltgebaum and
                  Niall M. Adams},
  title        = {Streaming changepoint detection for transition matrices},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1287--1316},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00747-7},
  doi          = {10.1007/S10618-021-00747-7},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/PlasseHA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/PlasseHA21a,
  author       = {Joshua Plasse and
                  Henrique Hoeltgebaum and
                  Niall M. Adams},
  title        = {Correction to: Streaming changepoint detection for transition matrices},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1317},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00756-6},
  doi          = {10.1007/S10618-021-00756-6},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/PlasseHA21a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/RamananKKFK0KN21,
  author       = {Nandini Ramanan and
                  Gautam Kunapuli and
                  Tushar Khot and
                  Bahare Fatemi and
                  Seyed Mehran Kazemi and
                  David Poole and
                  Kristian Kersting and
                  Sriraam Natarajan},
  title        = {Structure learning for relational logistic regression: an ensemble
                  approach},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {5},
  pages        = {2089--2111},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00770-8},
  doi          = {10.1007/S10618-021-00770-8},
  timestamp    = {Thu, 20 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/RamananKKFK0KN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/RandelABH21,
  author       = {Rodrigo Randel and
                  Daniel Aloise and
                  Simon J. Blanchard and
                  Alain Hertz},
  title        = {A Lagrangian-based score for assessing the quality of pairwise constraints
                  in semi-supervised clustering},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {6},
  pages        = {2341--2368},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00794-0},
  doi          = {10.1007/S10618-021-00794-0},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/RandelABH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/RebaneKBP21,
  author       = {Jonathan Rebane and
                  Isak Karlsson and
                  Leon Bornemann and
                  Panagiotis Papapetrou},
  title        = {{SMILE:} a feature-based temporal abstraction framework for event-interval
                  sequence classification},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {1},
  pages        = {372--399},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00719-3},
  doi          = {10.1007/S10618-020-00719-3},
  timestamp    = {Fri, 14 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/RebaneKBP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/Ribeiro21,
  author       = {Andre F. Ribeiro},
  title        = {Social media as author-audience games},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {6},
  pages        = {2251--2281},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00783-3},
  doi          = {10.1007/S10618-021-00783-3},
  timestamp    = {Sat, 13 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/Ribeiro21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/RivasH21,
  author       = {Ryan Rivas and
                  Vagelis Hristidis},
  title        = {Effective social post classifiers on top of search interfaces},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {5},
  pages        = {1809--1829},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00768-2},
  doi          = {10.1007/S10618-021-00768-2},
  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/RivasH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/RozenshteinTG21,
  author       = {Polina Rozenshtein and
                  Nikolaj Tatti and
                  Aristides Gionis},
  title        = {The network-untangling problem: from interactions to activity timelines},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {1},
  pages        = {213--247},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00717-5},
  doi          = {10.1007/S10618-020-00717-5},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/RozenshteinTG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/RuizFLMB21,
  author       = {Alejandro Pasos Ruiz and
                  Michael Flynn and
                  James Large and
                  Matthew Middlehurst and
                  Anthony J. Bagnall},
  title        = {The great multivariate time series classification bake off: a review
                  and experimental evaluation of recent algorithmic advances},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {2},
  pages        = {401--449},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00727-3},
  doi          = {10.1007/S10618-020-00727-3},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/RuizFLMB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/RusnakT21,
  author       = {Lucas Rusnak and
                  Jelena Tesic},
  title        = {Characterizing attitudinal network graphs through frustration cloud},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {6},
  pages        = {2498--2539},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00795-z},
  doi          = {10.1007/S10618-021-00795-Z},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/RusnakT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/SaravanouNHAG21,
  author       = {Antonia Saravanou and
                  Clemens Noelke and
                  Nicholas Huntington and
                  Dolores Acevedo{-}Garcia and
                  Dimitrios Gunopulos},
  title        = {Predictive modeling of infant mortality},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1785--1807},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00728-2},
  doi          = {10.1007/S10618-020-00728-2},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/SaravanouNHAG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/ShaalanZCS21,
  author       = {Yassien Shaalan and
                  Xiuzhen Zhang and
                  Jeffrey Chan and
                  Mahsa Salehi},
  title        = {Detecting singleton spams in reviews via learning deep anomalous temporal
                  aspect-sentiment patterns},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {2},
  pages        = {450--504},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00725-5},
  doi          = {10.1007/S10618-020-00725-5},
  timestamp    = {Fri, 17 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/ShaalanZCS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/ShaheeA21,
  author       = {Shaukat Ali Shahee and
                  Usha Ananthakumar},
  title        = {An overlap sensitive neural network for class imbalanced data},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1654--1687},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00766-4},
  doi          = {10.1007/S10618-021-00766-4},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/ShaheeA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/ShakerH21,
  author       = {Ammar Shaker and
                  Eyke H{\"{u}}llermeier},
  title        = {TSK-Streams: learning {TSK} fuzzy systems for regression on data streams},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {5},
  pages        = {1941--1971},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00769-1},
  doi          = {10.1007/S10618-021-00769-1},
  timestamp    = {Thu, 05 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/ShakerH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/SidanaTHLMA21,
  author       = {Sumit Sidana and
                  Mikhail Trofimov and
                  Oleh Horodnytskyi and
                  Charlotte Laclau and
                  Yury Maximov and
                  Massih{-}Reza Amini},
  title        = {User preference and embedding learning with implicit feedback for
                  recommender systems},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {2},
  pages        = {568--592},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00730-8},
  doi          = {10.1007/S10618-020-00730-8},
  timestamp    = {Tue, 02 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/SidanaTHLMA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/SpiliopoulouP21,
  author       = {Myra Spiliopoulou and
                  Panagiotis Papapetrou},
  title        = {Guest editorial: Special issue on mining for health},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1710--1712},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00767-3},
  doi          = {10.1007/S10618-021-00767-3},
  timestamp    = {Wed, 30 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/SpiliopoulouP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/TanBPW21,
  author       = {Chang Wei Tan and
                  Christoph Bergmeir and
                  Fran{\c{c}}ois Petitjean and
                  Geoffrey I. Webb},
  title        = {Time series extrinsic regression},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {3},
  pages        = {1032--1060},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00745-9},
  doi          = {10.1007/S10618-021-00745-9},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/TanBPW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/TingWW21,
  author       = {Kai Ming Ting and
                  Jonathan R. Wells and
                  Takashi Washio},
  title        = {Isolation kernel: the {X} factor in efficient and effective large
                  scale online kernel learning},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {6},
  pages        = {2282--2312},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00785-1},
  doi          = {10.1007/S10618-021-00785-1},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/TingWW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/TiwaskarGLCS21,
  author       = {Manoj Tiwaskar and
                  Yash Garg and
                  Xinsheng Li and
                  K. Sel{\c{c}}uk Candan and
                  Maria Luisa Sapino},
  title        = {Selego: robust variate selection for accurate time series forecasting},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {5},
  pages        = {2141--2167},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00777-1},
  doi          = {10.1007/S10618-021-00777-1},
  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/TiwaskarGLCS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/Varlamis21,
  author       = {Iraklis Varlamis},
  title        = {Affinity analysis for studying physicians' prescription behavior},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1739--1759},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00758-4},
  doi          = {10.1007/S10618-021-00758-4},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/Varlamis21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/WangHMLV21,
  author       = {Lili Wang and
                  Chenghan Huang and
                  Weicheng Ma and
                  Ruibo Liu and
                  Soroush Vosoughi},
  title        = {Hyperbolic node embedding for temporal networks},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {5},
  pages        = {1906--1940},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00774-4},
  doi          = {10.1007/S10618-021-00774-4},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/WangHMLV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/WangJ21,
  author       = {Zhengyang Wang and
                  Shuiwang Ji},
  title        = {Smoothed dilated convolutions for improved dense prediction},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1470--1496},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00765-5},
  doi          = {10.1007/S10618-021-00765-5},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/WangJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/WangZ21,
  author       = {Lu Wang and
                  Dongxiao Zhu},
  title        = {Tackling ordinal regression problem for heterogeneous data: sparse
                  and deep multi-task learning approaches},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {3},
  pages        = {1134--1161},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00746-8},
  doi          = {10.1007/S10618-021-00746-8},
  timestamp    = {Sun, 16 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/WangZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/XiaoZPSZY21,
  author       = {Wenyi Xiao and
                  Huan Zhao and
                  Haojie Pan and
                  Yangqiu Song and
                  Vincent W. Zheng and
                  Qiang Yang},
  title        = {Social explorative attention based recommendation for content distribution
                  platforms},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {2},
  pages        = {533--567},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00729-1},
  doi          = {10.1007/S10618-020-00729-1},
  timestamp    = {Tue, 02 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/XiaoZPSZY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/Zhang0MCMB21,
  author       = {Lin Zhang and
                  Wenyu Zhang and
                  Maxwell J. McNeil and
                  Nachuan Chengwang and
                  David S. Matteson and
                  Petko Bogdanov},
  title        = {{AURORA:} {A} Unified fRamework fOR Anomaly detection on multivariate
                  time series},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {5},
  pages        = {1882--1905},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00771-7},
  doi          = {10.1007/S10618-021-00771-7},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/Zhang0MCMB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/ZhangFT21,
  author       = {Chi Zhang and
                  Hadi Fanaee{-}T and
                  Magne Thoresen},
  title        = {Feature extraction from unequal length heterogeneous {EHR} time series
                  via dynamic time warping and tensor decomposition},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1760--1784},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00724-6},
  doi          = {10.1007/S10618-020-00724-6},
  timestamp    = {Thu, 20 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/ZhangFT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/ZhangZBD21,
  author       = {Hongjing Zhang and
                  Tianyang Zhan and
                  Sugato Basu and
                  Ian Davidson},
  title        = {A framework for deep constrained clustering},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {2},
  pages        = {593--620},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-020-00734-4},
  doi          = {10.1007/S10618-020-00734-4},
  timestamp    = {Tue, 02 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/ZhangZBD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/datamine/ZhuLWWT21,
  author       = {Ziye Zhu and
                  Yun Li and
                  Yu Wang and
                  Yaojing Wang and
                  Hanghang Tong},
  title        = {A deep multimodal model for bug localization},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1369--1392},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00755-7},
  doi          = {10.1007/S10618-021-00755-7},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/ZhuLWWT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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