1. Benchmarking and survey of explanation methods for black box models

   • Francesco Bodria
   • Fosca Giannotti
   • Salvatore Rinzivillo

   OriginalPaper Open access 03 June 2023 Pages: 1719 - 1778

   

2. Hydra: competing convolutional kernels for fast and accurate time series classification

   • Angus Dempster
   • Daniel F. Schmidt
   • Geoffrey I. Webb

   OriginalPaper Open access 16 May 2023 Pages: 1779 - 1805

   

3. TIRPClo: efficient and complete mining of time intervals-related patterns

   • Omer Harel
   • Robert Moskovitch

   OriginalPaper 30 June 2023 Pages: 1806 - 1857

   

4. Social norm bias: residual harms of fairness-aware algorithms

   • Myra Cheng
   • Maria De-Arteaga
   • Adam Tauman Kalai

   OriginalPaper 23 January 2023 Pages: 1858 - 1884

   

5. Bias characterization, assessment, and mitigation in location-based recommender systems

   • Pablo Sánchez
   • Alejandro Bellogín
   • Ludovico Boratto

   OriginalPaper Open access 14 February 2023 Pages: 1885 - 1929

   

6. Enforcing fairness using ensemble of diverse Pareto-optimal models

   • Vitória Guardieiro
   • Marcos M. Raimundo
   • Jorge Poco

   OriginalPaper 14 February 2023 Pages: 1930 - 1958

   

7. Efficient algorithms for fair clustering with a new notion of fairness

   • Shivam Gupta
   • Ganesh Ghalme
   • Shweta Jain

   OriginalPaper 20 March 2023 Pages: 1959 - 1997

   

8. Fair detection of poisoning attacks in federated learning on non-i.i.d. data

   • Ashneet Khandpur Singh
   • Alberto Blanco-Justicia
   • Josep Domingo-Ferrer

   OriginalPaper 04 January 2023 Pages: 1998 - 2023

   

9. Parameterizing the cost function of dynamic time warping with application to time series classification

   • Matthieu Herrmann
   • Chang Wei Tan
   • Geoffrey I. Webb

   OriginalPaper Open access 16 April 2023 Pages: 2024 - 2045

   

10. MrTF: model refinery for transductive federated learning

    • Xin-Chun Li
    • Yang Yang
    • De-Chuan Zhan

    OriginalPaper 30 June 2023 Pages: 2046 - 2069

    

11. Knowledge graph embedding methods for entity alignment: experimental review

    • Nikolaos Fanourakis
    • Vasilis Efthymiou
    • Vassilis Christophides

    OriginalPaper Open access 29 June 2023 Pages: 2070 - 2137