1. Dynamic cyber risk estimation with competitive quantile autoregression

   • Raisa Dzhamtyrova
   • Carsten Maple

   OriginalPaper Open access 04 January 2022 Pages: 513 - 536

   

2. Efficient binary embedding of categorical data using BinSketch

   • Bhisham Dev Verma
   • Rameshwar Pratap
   • Debajyoti Bera

   OriginalPaper 04 January 2022 Pages: 537 - 565

   

3. An eager splitting strategy for online decision trees in ensembles

   • Chaitanya Manapragada
   • Heitor M. Gomes
   • Geoffrey I. Webb

   OriginalPaper 04 January 2022 Pages: 566 - 619

   

4. INK: knowledge graph embeddings for node classification

   • Bram Steenwinckel
   • Gilles Vandewiele
   • Femke Ongenae

   OriginalPaper 04 January 2022 Pages: 620 - 667

   

5. Sequence graph transform (SGT): a feature embedding function for sequence data mining

   • Chitta Ranjan
   • Samaneh Ebrahimi
   • Kamran Paynabar

   OriginalPaper 04 January 2022 Pages: 668 - 708

   

6. Provable randomized rounding for minimum-similarity diversification

   • Bruno Ordozgoiti
   • Ananth Mahadevan
   • Aristides Gionis

   OriginalPaper Open access 04 January 2022 Pages: 709 - 738

   

7. Synwalk: community detection via random walk modelling

   • Christian Toth
   • Denis Helic
   • Bernhard C. Geiger

   OriginalPaper Open access 10 January 2022 Pages: 739 - 780

   

8. Robust regression via error tolerance

   • Anton Björklund
   • Andreas Henelius
   • Kai Puolamäki

   OriginalPaper Open access 27 January 2022 Pages: 781 - 810

   

9. Counterfactual inference with latent variable and its application in mental health care

   • Guilherme F. Marchezini
   • Anisio M. Lacerda
   • Leandro Malloy Diniz

   OriginalPaper 31 January 2022 Pages: 811 - 840

   

10. PAC-Bayesian lifelong learning for multi-armed bandits

    • Hamish Flynn
    • David Reeb
    • Jan Peters

    OriginalPaper 16 March 2022 Pages: 841 - 876

    

11. Introducing the contrast profile: a novel time series primitive that allows real world classification

    • Ryan Mercer
    • Sara Alaee
    • Eamonn Keogh

    OriginalPaper 17 March 2022 Pages: 877 - 915