XEM: An explainable-by-design ensemble method for multivariate time series classification Kevin FauvelÉlisa FromontAlexandre Termier OriginalPaper 11 February 2022 Pages: 917 - 957
Weighted sparse simplex representation: a unified framework for subspace clustering, constrained clustering, and active learning Hankui PengNicos G. Pavlidis OriginalPaper Open access 11 February 2022 Pages: 958 - 986
Who can receive the pass? A computational model for quantifying availability in soccer Uwe DickDaniel LinkUlf Brefeld OriginalPaper Open access 22 March 2022 Pages: 987 - 1014
PETSC: pattern-based embedding for time series classification Len FeremansBoris CuleBart Goethals OriginalPaper 24 March 2022 Pages: 1015 - 1061
Novel features for time series analysis: a complex networks approach Vanessa Freitas SilvaMaria Eduarda SilvaFernando Silva OriginalPaper Open access 31 March 2022 Pages: 1062 - 1101
Using p-values for the comparison of classifiers: pitfalls and alternatives Daniel Berrar OriginalPaper 11 April 2022 Pages: 1102 - 1139
Interpretability, personalization and reliability of a machine learning based clinical decision support system F. ValenteS. ParedesJ. Morais OriginalPaper 13 April 2022 Pages: 1140 - 1173
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Ranking with submodular functions on a budget Guangyi ZhangNikolaj TattiAristides Gionis OriginalPaper Open access 23 April 2022 Pages: 1197 - 1218
The area under the ROC curve as a measure of clustering quality Pablo A. JaskowiakIvan G. CostaRicardo J. G. B. Campello OriginalPaper 26 April 2022 Pages: 1219 - 1245