1. Receiver operating characteristic (ROC) movies, universal ROC (UROC) curves, and coefficient of predictive ability (CPA)

   • Tilmann Gneiting
   • Eva-Maria Walz

   OriginalPaper Open access 09 December 2021 Pages: 2769 - 2797

   

2. A taxonomy of weight learning methods for statistical relational learning

   • Sriram Srinivasan
   • Charles Dickens
   • Lise Getoor

   OriginalPaper Open access 13 December 2021 Pages: 2799 - 2838

   

3. Maintaining AUC and H-measure over time

   • Nikolaj Tatti

   OriginalPaper Open access 14 December 2021 Pages: 2839 - 2862

   

4. Optimised one-class classification performance

   • Oliver Urs Lenz
   • Daniel Peralta
   • Chris Cornelis

   OriginalPaper 11 March 2022 Pages: 2863 - 2883

   

5. Clustered and deep echo state networks for signal noise reduction

   • Laercio de Oliveira Junior
   • Florian Stelzer
   • Liang Zhao

   OriginalPaper 11 March 2022 Pages: 2885 - 2904

   

6. High-dimensional correlation matrix estimation for general continuous data with Bagging technique

   • Chaojie Wang
   • Jin Du
   • Xiaodan Fan

   OriginalPaper Open access 18 March 2022 Pages: 2905 - 2927

   

7. Context-aware spatio-temporal event prediction via convolutional Hawkes processes

   • Maya Okawa
   • Tomoharu Iwata
   • Hisashi Kashima

   OriginalPaper 21 March 2022 Pages: 2929 - 2950

   

8. Optimal survival trees

   • Dimitris Bertsimas
   • Jack Dunn
   • Agni Orfanoudaki

   OriginalPaper Open access 01 April 2022 Pages: 2951 - 3023

   

9. Adaptive infinite dropout for noisy and sparse data streams

   • Ha Nguyen
   • Hoang Pham
   • Khoat Than

   OriginalPaper 19 April 2022 Pages: 3025 - 3060

   

10. Correction to: Meta-interpretive learning as metarule specialisation

    • S. Patsantzis
    • S. H. Muggleton

    Correction Open access 16 May 2022 Pages: 3061 - 3061

11. World-class interpretable poker

    • Dimitris Bertsimas
    • Alex Paskov

    OriginalPaper Open access 09 June 2022 Pages: 3063 - 3083

    

12. Relating instance hardness to classification performance in a dataset: a visual approach

    • Pedro Yuri Arbs Paiva
    • Camila Castro Moreno
    • Ana Carolina Lorena

    OriginalPaper 22 June 2022 Pages: 3085 - 3123