A review on instance ranking problems in statistical learning Tino Werner OriginalPaper Open access 18 November 2021 Pages: 415 - 463
Reinforcement learning for robotic manipulation using simulated locomotion demonstrations Ozsel KilincGiovanni Montana OriginalPaper Open access 24 November 2021 Pages: 465 - 486
Non-technical losses detection in energy consumption focusing on energy recovery and explainability Bernat Coma-PuigJosep Carmona OriginalPaper Open access 29 September 2021 Pages: 487 - 517
ResGCN: attention-based deep residual modeling for anomaly detection on attributed networks Yulong PeiTianjin HuangMykola Pechenizkiy OriginalPaper Open access 03 September 2021 Pages: 519 - 541
Generalized vec trick for fast learning of pairwise kernel models Markus ViljanenAntti AirolaTapio Pahikkala OriginalPaper Open access 28 January 2022 Pages: 543 - 573
Inclusion of domain-knowledge into GNNs using mode-directed inverse entailment Tirtharaj DashAshwin SrinivasanA. Baskar OriginalPaper 18 November 2021 Pages: 575 - 623
Symbolic DNN-Tuner Michele FraccaroliEvelina LammaFabrizio Riguzzi OriginalPaper 24 November 2021 Pages: 625 - 650
Multi-target prediction for dummies using two-branch neural networks Dimitrios IliadisBernard De BaetsWillem Waegeman OriginalPaper 06 January 2022 Pages: 651 - 684
Achieving adversarial robustness via sparsity Ningyi LiaoShufan WangPengzhi Chu OriginalPaper 12 October 2021 Pages: 685 - 711
A flexible class of dependence-aware multi-label loss functions Eyke HüllermeierMarcel WeverMichael Rapp OriginalPaper Open access 13 January 2022 Pages: 713 - 737
Model selection in reconciling hierarchical time series Mahdi AbolghasemiRob J. HyndmanChristoph Bergmeir OriginalPaper 14 January 2022 Pages: 739 - 789
Multiway p-spectral graph cuts on Grassmann manifolds Dimosthenis PasadakisChristie Louis AlappatGerhard Wellein OriginalPaper Open access 18 November 2021 Pages: 791 - 829