1. Dynamic self-paced sampling ensemble for highly imbalanced and class-overlapped data classification

   • Fang Zhou
   • Suting Gao
   • Weining Qian

   OriginalPaper 18 June 2022 Pages: 1601 - 1622

   

2. MultiRocket: multiple pooling operators and transformations for fast and effective time series classification

   • Chang Wei Tan
   • Angus Dempster
   • Geoffrey I. Webb

   OriginalPaper Open access 29 June 2022 Pages: 1623 - 1646

   

3. VPint: value propagation-based spatial interpolation

   • Laurens Arp
   • Mitra Baratchi
   • Holger Hoos

   OriginalPaper Open access 30 June 2022 Pages: 1647 - 1678

   

4. The minimum description length principle for pattern mining: a survey

   • Esther Galbrun

   OriginalPaper Open access 04 July 2022 Pages: 1679 - 1727

   

5. EmbAssi: embedding assignment costs for similarity search in large graph databases

   • Franka Bause
   • Erich Schubert
   • Nils M. Kriege

   OriginalPaper Open access 16 July 2022 Pages: 1728 - 1755

   

6. Dynamic slate recommendation with gated recurrent units and Thompson sampling

   • Simen Eide
   • David S. Leslie
   • Arnoldo Frigessi

   OriginalPaper Open access 19 July 2022 Pages: 1756 - 1786

   

7. Coupled block diagonal regularization for multi-view subspace clustering

   • Huazhu Chen
   • Weiwei Wang
   • Shousheng Luo

   OriginalPaper 25 July 2022 Pages: 1787 - 1814

   

8. TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions

   • Benjamin Regler
   • Matthias Scheffler
   • Luca M. Ghiringhelli

   OriginalPaper Open access 29 July 2022 Pages: 1815 - 1864

   

9. Human-in-the-loop handling of knowledge drift

   • Andrea Bontempelli
   • Fausto Giunchiglia
   • Stefano Teso

   OriginalPaper Open access 30 July 2022 Pages: 1865 - 1884

   

10. Robust subgroup discovery

    • Hugo M. Proença
    • Peter Grünwald
    • Matthijs van Leeuwen

    OriginalPaper Open access 12 August 2022 Pages: 1885 - 1970

    

11. Neural content-aware collaborative filtering for cold-start music recommendation

    • Paul Magron
    • Cédric Févotte

    OriginalPaper 13 August 2022 Pages: 1971 - 2005

    

12. SOKNL: A novel way of integrating K-nearest neighbours with adaptive random forest regression for data streams

    • Yibin Sun
    • Bernhard Pfahringer
    • Albert Bifet

    OriginalPaper Open access 13 August 2022 Pages: 2006 - 2032