Dynamic self-paced sampling ensemble for highly imbalanced and class-overlapped data classification Fang ZhouSuting GaoWeining Qian OriginalPaper 18 June 2022 Pages: 1601 - 1622
MultiRocket: multiple pooling operators and transformations for fast and effective time series classification Chang Wei TanAngus DempsterGeoffrey I. Webb OriginalPaper Open access 29 June 2022 Pages: 1623 - 1646
VPint: value propagation-based spatial interpolation Laurens ArpMitra BaratchiHolger Hoos OriginalPaper Open access 30 June 2022 Pages: 1647 - 1678
The minimum description length principle for pattern mining: a survey Esther Galbrun OriginalPaper Open access 04 July 2022 Pages: 1679 - 1727
EmbAssi: embedding assignment costs for similarity search in large graph databases Franka BauseErich SchubertNils M. Kriege OriginalPaper Open access 16 July 2022 Pages: 1728 - 1755
Dynamic slate recommendation with gated recurrent units and Thompson sampling Simen EideDavid S. LeslieArnoldo Frigessi OriginalPaper Open access 19 July 2022 Pages: 1756 - 1786
Coupled block diagonal regularization for multi-view subspace clustering Huazhu ChenWeiwei WangShousheng Luo OriginalPaper 25 July 2022 Pages: 1787 - 1814
TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions Benjamin ReglerMatthias SchefflerLuca M. Ghiringhelli OriginalPaper Open access 29 July 2022 Pages: 1815 - 1864
Human-in-the-loop handling of knowledge drift Andrea BontempelliFausto GiunchigliaStefano Teso OriginalPaper Open access 30 July 2022 Pages: 1865 - 1884
Robust subgroup discovery Hugo M. ProençaPeter GrünwaldMatthijs van Leeuwen OriginalPaper Open access 12 August 2022 Pages: 1885 - 1970
Neural content-aware collaborative filtering for cold-start music recommendation Paul MagronCédric Févotte OriginalPaper 13 August 2022 Pages: 1971 - 2005
SOKNL: A novel way of integrating K-nearest neighbours with adaptive random forest regression for data streams Yibin SunBernhard PfahringerAlbert Bifet OriginalPaper Open access 13 August 2022 Pages: 2006 - 2032