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@article{DBLP:journals/datamine/AhmedS24,
author = {Nourhan Ahmed and
Lars Schmidt{-}Thieme},
title = {Structure-aware decoupled imputation network for multivariate time
series},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1006--1026},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00987-9},
doi = {10.1007/S10618-023-00987-9},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/AhmedS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AlvesB024,
author = {H{\'{e}}lder Alves and
Paula Brito and
Pedro Campos},
title = {Community detection in interval-weighted networks},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {653--698},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00975-z},
doi = {10.1007/S10618-023-00975-Z},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/AlvesB024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/BiedebachOASCSSI24,
author = {Luka Biedebach and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Erna Sif Arnard{\'{o}}ttir and
Sigr{\'{\i}}{\dh}ur Sigur{\dh}ard{\'{o}}ttir and
Michael Clausen and
Sigurveig {\TH}{\'{o}}ra Sigurard{\'{o}}ttir and
Marta Serwatko and
Anna Sigridur Islind},
title = {Anomaly detection in sleep: detecting mouth breathing in children},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {976--1005},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00985-x},
doi = {10.1007/S10618-023-00985-X},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/BiedebachOASCSSI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/BombelliMGF24,
author = {Ilaria Bombelli and
Ichcha Manipur and
Mario Rosario Guarracino and
Maria Brigida Ferraro},
title = {Representing ensembles of networks for fuzzy cluster analysis: a case
study},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {725--747},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00977-x},
doi = {10.1007/S10618-023-00977-X},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/BombelliMGF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/CabelloN0K24,
author = {Nestor Cabello and
Elham Naghizade and
Jianzhong Qi and
Lars Kulik},
title = {Fast, accurate and explainable time series classification through
randomization},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {748--811},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00978-w},
doi = {10.1007/S10618-023-00978-W},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/CabelloN0K24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/CaoSVB24,
author = {Zhenxiang Cao and
Nick Seeuws and
Maarten De Vos and
Alexander Bertrand},
title = {A semi-supervised interactive algorithm for change point detection},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {623--651},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00974-0},
doi = {10.1007/S10618-023-00974-0},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/CaoSVB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/CaoSVB24a,
author = {Zhenxiang Cao and
Nick Seeuws and
Maarten De Vos and
Alexander Bertrand},
title = {Correction: {A} semi{\unicode{8209}}supervised interactive algorithm
for change point detection},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {652},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-01000-z},
doi = {10.1007/S10618-023-01000-Z},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/CaoSVB24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ChenCZP24,
author = {Ninghan Chen and
Xihui Chen and
Zhiqiang Zhong and
Jun Pang},
title = {A tale of two roles: exploring topic-specific susceptibility and influence
in cascade prediction},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {79--109},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00953-5},
doi = {10.1007/S10618-023-00953-5},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/ChenCZP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ChunLSJ24,
author = {Jaewan Chun and
Geon Lee and
Kijung Shin and
Jinhong Jung},
title = {Random walk with restart on hypergraphs: fast computation and an application
to anomaly detection},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1222--1257},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00995-9},
doi = {10.1007/S10618-023-00995-9},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ChunLSJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/DuanZT0LHLZ24,
author = {Dongsheng Duan and
Cheng Zhang and
Lingling Tong and
Jie Lu and
Cunchi Lv and
Wei Hou and
Yangxi Li and
Xiaofang Zhao},
title = {An anomaly aware network embedding framework for unsupervised anomalous
link detection},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {501--534},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00960-6},
doi = {10.1007/S10618-023-00960-6},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/DuanZT0LHLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/FabbrizziZKPN24,
author = {Simone Fabbrizzi and
Xuan Zhao and
Emmanouil Krasanakis and
Symeon Papadopoulos and
Eirini Ntoutsi},
title = {Studying bias in visual features through the lens of optimal transport},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {281--312},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00972-2},
doi = {10.1007/S10618-023-00972-2},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/FabbrizziZKPN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/FabbrizziZKPN24a,
author = {Simone Fabbrizzi and
Xuan Zhao and
Emmanouil Krasanakis and
Symeon Papadopoulos and
Eirini Ntoutsi},
title = {Correction to: Studying bias in visual features through the lens of
optimal transport},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {313--314},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00986-w},
doi = {10.1007/S10618-023-00986-W},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/FabbrizziZKPN24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Farhangi0HX0G24,
author = {Ashkan Farhangi and
Jiang Bian and
Arthur Huang and
Haoyi Xiong and
Jun Wang and
Zhishan Guo},
title = {Correction to: AA-forecast: anomaly-aware forecast for extreme events},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {812},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00968-y},
doi = {10.1007/S10618-023-00968-Y},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/Farhangi0HX0G24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/FoumaniTWS24,
author = {Navid Mohammadi Foumani and
Chang Wei Tan and
Geoffrey I. Webb and
Mahsa Salehi},
title = {Improving position encoding of transformers for multivariate time
series classification},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {22--48},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00948-2},
doi = {10.1007/S10618-023-00948-2},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/FoumaniTWS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GautraisCGQT24,
author = {Cl{\'{e}}ment Gautrais and
Peggy Cellier and
Thomas Guyet and
Ren{\'{e}} Quiniou and
Alexandre Termier},
title = {Sky-signatures: detecting and characterizing recurrent behavior in
sequential data},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {372--419},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00949-1},
doi = {10.1007/S10618-023-00949-1},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/GautraisCGQT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/HartebrodtRB24,
author = {Anne Hartebrodt and
Richard R{\"{o}}ttger and
David B. Blumenthal},
title = {Federated singular value decomposition for high-dimensional data},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {938--975},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00983-z},
doi = {10.1007/S10618-023-00983-Z},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/HartebrodtRB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/He00QZ024,
author = {Tao He and
Ming Liu and
Yixin Cao and
Meng Qu and
Zihao Zheng and
Bing Qin},
title = {VEM\({}^{\mbox{2}}\)L: an easy but effective framework for fusing
text and structure knowledge on sparse knowledge graph completion},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {343--371},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-01001-y},
doi = {10.1007/S10618-023-01001-Y},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/He00QZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/HerrmannKSK24,
author = {Moritz Herrmann and
Daniyal Kazempour and
Fabian Scheipl and
Peer Kr{\"{o}}ger},
title = {Enhancing cluster analysis via topological manifold learning},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {840--887},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00980-2},
doi = {10.1007/S10618-023-00980-2},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/HerrmannKSK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/HeydenFAFKB24,
author = {Marco Heyden and
Edouard Fouch{\'{e}} and
Vadim Arzamasov and
Tanja Fenn and
Florian Kalinke and
Klemens B{\"{o}}hm},
title = {Adaptive Bernstein change detector for high-dimensional data streams},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1334--1363},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00999-5},
doi = {10.1007/S10618-023-00999-5},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/HeydenFAFKB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/JavedRLG24,
author = {Ali Javed and
Donna M. Rizzo and
Byung Suk Lee and
Robert Gramling},
title = {Somtimes: self organizing maps for time series clustering and its
application to serious illness conversations},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {813--839},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00979-9},
doi = {10.1007/S10618-023-00979-9},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/JavedRLG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/JeonLKW24,
author = {Sowon Jeon and
Gilhee Lee and
Hyoungshick Kim and
Simon S. Woo},
title = {Design and evaluation of highly accurate smart contract code vulnerability
detection framework},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {888--912},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00981-1},
doi = {10.1007/S10618-023-00981-1},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/JeonLKW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/JianSLLL24,
author = {Ling Jian and
Kai Shao and
Ying Liu and
Jundong Li and
Xijun Liang},
title = {{OEC:} an online ensemble classifier for mining data streams with
noisy labels},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1101--1124},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00990-0},
doi = {10.1007/S10618-023-00990-0},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/JianSLLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/JoseMDJMP24,
author = {Ashna Jose and
Jo{\~{a}}o Paulo Almeida de Mendon{\c{c}}a and
Emilie Devijver and
No{\"{e}}l Jakse and
Val{\'{e}}rie Monbet and
Roberta Poloni},
title = {Regression tree-based active learning},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {420--460},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00951-7},
doi = {10.1007/S10618-023-00951-7},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/JoseMDJMP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KatsimprasP24,
author = {Georgios Katsimpras and
Georgios Paliouras},
title = {Improving Graph Neural Networks by combining active learning with
self-training},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {110--127},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00959-z},
doi = {10.1007/S10618-023-00959-Z},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/KatsimprasP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KhannouzG24,
author = {Martin Khannouz and
Tristan Glatard},
title = {Mondrian forest for data stream classification under memory constraints},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {569--596},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00970-4},
doi = {10.1007/S10618-023-00970-4},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/KhannouzG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KoopmannBLH24,
author = {Tobias Koopmann and
Martin Becker and
Florian Lemmerich and
Andreas Hotho},
title = {CompTrails: comparing hypotheses across behavioral networks},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1258--1288},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00996-8},
doi = {10.1007/S10618-023-00996-8},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/KoopmannBLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LeeLP24,
author = {Zed Lee and
Tony Lindgren and
Panagiotis Papapetrou},
title = {Z-Time: efficient and effective interpretable multivariate time series
classification},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {206--236},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00969-x},
doi = {10.1007/S10618-023-00969-X},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/LeeLP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LeonelliV24,
author = {Manuele Leonelli and
Gherardo Varando},
title = {Structural learning of simple staged trees},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1520--1544},
year = {2024},
url = {https://doi.org/10.1007/s10618-024-01007-0},
doi = {10.1007/S10618-024-01007-0},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/LeonelliV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LiangGQHL24,
author = {Zhanbo Liang and
Jie Guo and
Weidong Qiu and
Zheng Huang and
Shujun Li},
title = {When graph convolution meets double attention: online privacy disclosure
detection with multi-label text classification},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1171--1192},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00992-y},
doi = {10.1007/S10618-023-00992-Y},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/LiangGQHL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LiuFLHH24,
author = {Yan Liu and
Xue Feng and
Jun Lou and
Lianyu Hu and
Zengyou He},
title = {Central node identification via weighted kernel density estimation},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1417--1439},
year = {2024},
url = {https://doi.org/10.1007/s10618-024-01003-4},
doi = {10.1007/S10618-024-01003-4},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/LiuFLHH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Ma00X024,
author = {Gang{-}Feng Ma and
Xu{-}Hua Yang and
Wei Ye and
Xin{-}Li Xu and
Lei Ye},
title = {Network embedding based on high-degree penalty and adaptive negative
sampling},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {597--622},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00973-1},
doi = {10.1007/S10618-023-00973-1},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/Ma00X024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MantovaniHRCJVC24,
author = {Rafael Gomes Mantovani and
Tom{\'{a}}s Horv{\'{a}}th and
Andr{\'{e}} L. D. Rossi and
Ricardo Cerri and
Sylvio Barbon Junior and
Joaquin Vanschoren and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Better trees: an empirical study on hyperparameter tuning of classification
decision tree induction algorithms},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1364--1416},
year = {2024},
url = {https://doi.org/10.1007/s10618-024-01002-5},
doi = {10.1007/S10618-024-01002-5},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/MantovaniHRCJVC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MasiniBCB24,
author = {Stefano Masini and
Silvia Bacci and
Fabrizio Cipollini and
Bruno Bertaccini},
title = {Revealing the structural behaviour of Brunelleschi's Dome with machine
learning techniques},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1440--1465},
year = {2024},
url = {https://doi.org/10.1007/s10618-024-01004-3},
doi = {10.1007/S10618-024-01004-3},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/MasiniBCB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MolinariE24,
author = {Alessio Molinari and
Andrea Esuli},
title = {SAL\({}_{\mbox{{\(\tau\)}}}\): efficiently stopping {TAR} by improving
priors estimates},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {535--568},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00961-5},
doi = {10.1007/S10618-023-00961-5},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/MolinariE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MoradinasabSBRBCWB24,
author = {Nazanin Moradinasab and
Suchetha Sharma and
Ronen Bar{-}Yoseph and
Shlomit Radom{-}Aizik and
Kenneth C. Bilchick and
Dan M. Cooper and
Arthur Weltman and
Donald E. Brown},
title = {Universal representation learning for multivariate time series using
the instance-level and cluster-level supervised contrastive learning},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1493--1519},
year = {2024},
url = {https://doi.org/10.1007/s10618-024-01006-1},
doi = {10.1007/S10618-024-01006-1},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/MoradinasabSBRBCWB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MoyaVGV24,
author = {Antonio R. Moya and
Bruno Veloso and
Jo{\~{a}}o Gama and
Sebasti{\'{a}}n Ventura},
title = {Improving hyper-parameter self-tuning for data streams by adapting
an evolutionary approach},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1289--1315},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00997-7},
doi = {10.1007/S10618-023-00997-7},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/MoyaVGV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MylonasMT24,
author = {Nikolaos Mylonas and
Ioannis Mollas and
Grigorios Tsoumakas},
title = {An attention matrix for every decision: faithfulness-based arbitration
among multiple attention-based interpretations of transformers in
text classification},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {128--153},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00962-4},
doi = {10.1007/S10618-023-00962-4},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/MylonasMT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/PaletMH24,
author = {Jo{\~{a}}o Palet and
Vasco M. Manquinho and
Rui Henriques},
title = {Multiple-input neural networks for time series forecasting incorporating
historical and prospective context},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {315--341},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00984-y},
doi = {10.1007/S10618-023-00984-Y},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/PaletMH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/PereiraSML24,
author = {Jo{\~{a}}o Luiz Junho Pereira and
Kate Smith{-}Miles and
Mario Andr{\'{e}}s Mu{\~{n}}oz and
Ana Carolina Lorena},
title = {Optimal selection of benchmarking datasets for unbiased machine learning
algorithm evaluation},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {461--500},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00957-1},
doi = {10.1007/S10618-023-00957-1},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/PereiraSML24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/PrabowoXSKS24,
author = {Arian Prabowo and
Hao Xue and
Wei Shao and
Piotr Koniusz and
Flora D. Salim},
title = {Traffic forecasting on new roads using spatial contrastive pre-training
{(SCPT)}},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {913--937},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00982-0},
doi = {10.1007/S10618-023-00982-0},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/PrabowoXSKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/RahnamaBGB24,
author = {Amir Hossein Akhavan Rahnama and
Judith B{\"{u}}tepage and
Pierre Geurts and
Henrik Bostr{\"{o}}m},
title = {Can local explanation techniques explain linear additive models?},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {237--280},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00971-3},
doi = {10.1007/S10618-023-00971-3},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/RahnamaBGB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SchimekVPR24,
author = {Michael G. Schimek and
Luca Vitale and
Bastian Pfeifer and
Michele La Rocca},
title = {Effective signal reconstruction from multiple ranked lists via convex
optimization},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1125--1169},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00991-z},
doi = {10.1007/S10618-023-00991-Z},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/SchimekVPR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SchimekVPR24a,
author = {Michael G. Schimek and
Luca Vitale and
Bastian Pfeifer and
Michele La Rocca},
title = {Correction to: Effective signal reconstruction from multiple ranked
lists via convex optimization},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1170},
year = {2024},
url = {https://doi.org/10.1007/s10618-024-01009-y},
doi = {10.1007/S10618-024-01009-Y},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/SchimekVPR24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ShiaoMCYEP24,
author = {William Shiao and
Benjamin A. Miller and
Kevin Chan and
Paul L. Yu and
Tina Eliassi{-}Rad and
Evangelos E. Papalexakis},
title = {TenGAN: adversarially generating multiplex tensor graphs},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {1--21},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00947-3},
doi = {10.1007/S10618-023-00947-3},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/ShiaoMCYEP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SorboR24,
author = {Sondre S{\o}rb{\o} and
Massimiliano Ruocco},
title = {Navigating the metric maze: a taxonomy of evaluation metrics for anomaly
detection in time series},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1027--1068},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00988-8},
doi = {10.1007/S10618-023-00988-8},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/SorboR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/TangLTLWW24,
author = {Kang Tang and
Shasha Li and
Jintao Tang and
Dong Li and
Pancheng Wang and
Ting Wang},
title = {Fusing structural information with knowledge enhanced text representation
for knowledge graph completion},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1316--1333},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00998-6},
doi = {10.1007/S10618-023-00998-6},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/TangLTLWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/UngerWT24,
author = {Moshe Unger and
Michel Wedel and
Alexander Tuzhilin},
title = {Predicting consumer choice from raw eye-movement data using the {RETINA}
deep learning architecture},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1069--1100},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00989-7},
doi = {10.1007/S10618-023-00989-7},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/UngerWT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WanHS24,
author = {Guihong Wan and
Baokun He and
Haim Schweitzer},
title = {The art of centering without centering for robust principal component
analysis},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {699--724},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00976-y},
doi = {10.1007/S10618-023-00976-Y},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/WanHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WangRM24,
author = {Wei Wang and
Wenhan Ruan and
Xiangfu Meng},
title = {MODE-Bi-GRU: orthogonal independent Bi-GRU model with multiscale feature
extraction},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {154--172},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00964-2},
doi = {10.1007/S10618-023-00964-2},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/WangRM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WuGF24,
author = {Huizi Wu and
Cong Geng and
Hui Fang},
title = {Session-based recommendation by exploiting substitutable and complementary
relationships from multi-behavior data},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1193--1221},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00994-w},
doi = {10.1007/S10618-023-00994-W},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/WuGF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/XiaZZL24,
author = {Haiyang Xia and
Nayyar Zaidi and
Yishuo Zhang and
Gang Li},
title = {Improving neural network's robustness on tabular data with D-layers},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {173--205},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00965-1},
doi = {10.1007/S10618-023-00965-1},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/XiaZZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhongM24,
author = {Sheng Zhong and
Abdullah Mueen},
title = {{MASS:} distance profile of a query over a time series},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {3},
pages = {1466--1492},
year = {2024},
url = {https://doi.org/10.1007/s10618-024-01005-2},
doi = {10.1007/S10618-024-01005-2},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ZhongM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZogalaSiudemJ24,
author = {Barbara Zogala{-}Siudem and
Szymon Jaroszewicz},
title = {Variable screening for Lasso based on multidimensional indexing},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {49--78},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00950-8},
doi = {10.1007/S10618-023-00950-8},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/ZogalaSiudemJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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