Mining communities and their descriptions on attributed graphs: a survey Martin AtzmuellerStephan GünnemannAlbrecht Zimmermann OriginalPaper Open access 27 February 2021 Pages: 661 - 687
Deep graph similarity learning: a survey Guixiang MaNesreen K. AhmedPhilip S. Yu OriginalPaper Open access 24 March 2021 Pages: 688 - 725
Detecting virtual concept drift of regressors without ground truth values Emilia OikarinenHenri TiittanenKai Puolamäki OriginalPaper Open access 04 February 2021 Pages: 726 - 747
ForestDSH: a universal hash design for discrete probability distributions Arash Gholami DavoodiSean ChangHosein Mohimani OriginalPaper 11 February 2021 Pages: 748 - 795
Recurring concept memory management in data streams: exploiting data stream concept evolution to improve performance and transparency Ben HalsteadYun Sing KohAlbert Bifet OriginalPaper 14 February 2021 Pages: 796 - 836
FuseRec: fusing user and item homophily modeling with temporal recommender systems Kanika NarangYitong SongHari Sundaram OriginalPaper 15 February 2021 Pages: 837 - 862
Time series motifs discovery under DTW allows more robust discovery of conserved structure Sara AlaeeRyan MercerEamonn Keogh OriginalPaper 16 February 2021 Pages: 863 - 910
Word-class embeddings for multiclass text classification Alejandro MoreoAndrea EsuliFabrizio Sebastiani OriginalPaper 19 February 2021 Pages: 911 - 963
Dataset2Vec: learning dataset meta-features Hadi S. JomaaLars Schmidt-ThiemeJosif Grabocka OriginalPaper Open access 25 February 2021 Pages: 964 - 985
Sparse randomized shortest paths routing with Tsallis divergence regularization Pierre LeleuxSylvain CourtainMarco Saerens OriginalPaper 06 March 2021 Pages: 986 - 1031
Time series extrinsic regression Chang Wei TanChristoph BergmeirGeoffrey I. Webb OriginalPaper 11 March 2021 Pages: 1032 - 1060
Multi-label learning with missing and completely unobserved labels Jun HuangLinchuan XuKenji Yamanishi OriginalPaper Open access 12 March 2021 Pages: 1061 - 1086
Sequential recommendation with metric models based on frequent sequences Corentin LonjarretRoch AuburtinMarc Plantevit OriginalPaper 12 March 2021 Pages: 1087 - 1133
Tackling ordinal regression problem for heterogeneous data: sparse and deep multi-task learning approaches Lu WangDongxiao Zhu OriginalPaper 23 March 2021 Pages: 1134 - 1161
