TenGAN: adversarially generating multiplex tensor graphs William ShiaoBenjamin A. MillerEvangelos E. Papalexakis OriginalPaper Open access 21 August 2023 Pages: 1 - 21
Improving position encoding of transformers for multivariate time series classification Navid Mohammadi FoumaniChang Wei TanMahsa Salehi OriginalPaper Open access 05 September 2023 Pages: 22 - 48
Variable screening for Lasso based on multidimensional indexing Barbara Żogała-SiudemSzymon Jaroszewicz OriginalPaper Open access 27 August 2023 Pages: 49 - 78
A tale of two roles: exploring topic-specific susceptibility and influence in cascade prediction Ninghan ChenXihui ChenJun Pang OriginalPaper Open access 27 August 2023 Pages: 79 - 109
Improving Graph Neural Networks by combining active learning with self-training Georgios KatsimprasGeorgios Paliouras OriginalPaper Open access 11 August 2023 Pages: 110 - 127
An attention matrix for every decision: faithfulness-based arbitration among multiple attention-based interpretations of transformers in text classification Nikolaos MylonasIoannis MollasGrigorios Tsoumakas OriginalPaper 28 August 2023 Pages: 128 - 153
MODE-Bi-GRU: orthogonal independent Bi-GRU model with multiscale feature extraction Wei WangWenhan RuanXiangfu Meng OriginalPaper 09 October 2023 Pages: 154 - 172
Improving neural network’s robustness on tabular data with D-layers Haiyang XiaNayyar ZaidiGang Li OriginalPaper Open access 31 August 2023 Pages: 173 - 205
Z-Time: efficient and effective interpretable multivariate time series classification Zed LeeTony LindgrenPanagiotis Papapetrou ReviewPaper Open access 05 September 2023 Pages: 206 - 236
Can local explanation techniques explain linear additive models? Amir Hossein Akhavan RahnamaJudith BütepageHenrik Boström OriginalPaper Open access 19 September 2023 Pages: 237 - 280
Studying bias in visual features through the lens of optimal transport Simone FabbrizziXuan ZhaoEirini Ntoutsi OriginalPaper Open access 02 September 2023 Pages: 281 - 312
Correction to: Studying bias in visual features through the lens of optimal transport Simone FabbrizziXuan ZhaoEirini Ntoutsi Correction Open access 24 November 2023 Pages: 313 - 314
Multiple-input neural networks for time series forecasting incorporating historical and prospective context João PaletVasco ManquinhoRui Henriques OriginalPaper Open access 27 October 2023 Pages: 315 - 341