Cost-sensitive ensemble learning: a unifying framework George PetridesWouter Verbeke OriginalPaper Open access 28 September 2021 Pages: 1 - 28
End-to-end deep representation learning for time series clustering: a comparative study Baptiste LafabregueJonathan WeberGermain Forestier OriginalPaper 16 October 2021 Pages: 29 - 81
Inferring range of information diffusion based on historical frequent items Weiyi LiuKun YueZhijian Zhang OriginalPaper 04 October 2021 Pages: 82 - 107
Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets Tatiana MakhalovaSergei O. KuznetsovAmedeo Napoli OriginalPaper Open access 04 October 2021 Pages: 108 - 145
Topic change point detection using a mixed Bayesian model Xiaoling LuYuxuan GuoFeifei Wang OriginalPaper 17 October 2021 Pages: 146 - 173
Matrix sketching for supervised classification with imbalanced classes Roberta FalconeLaura AnderlucciAngela Montanari OriginalPaper Open access 17 October 2021 Pages: 174 - 208
Generalized core maintenance of dynamic bipartite graphs Wen BaiYadi ChenChuan Xu OriginalPaper 26 October 2021 Pages: 209 - 239
Temporal state change Bayesian networks for modeling of evolving multivariate state sequences: model, structure discovery and parameter estimation Artur MrowcaFlorian GyrockStephan Günnemann OriginalPaper Open access 01 November 2021 Pages: 240 - 294
Controlling hallucinations at word level in data-to-text generation Clement RebuffelMarco RobertiPatrick Gallinari OriginalPaper Open access 22 October 2021 Pages: 318 - 354
An efficient procedure for mining egocentric temporal motifs Antonio LongaGiulia CencettiAndrea Passerini OriginalPaper Open access 12 November 2021 Pages: 355 - 378
Mining sequences with exceptional transition behaviour of varying order using quality measures based on information-theoretic scoring functions Rianne M. SchoutenMarcos L. P. BuenoMykola Pechenizkiy OriginalPaper Open access 24 November 2021 Pages: 379 - 413
Sequential stratified regeneration: MCMC for large state spaces with an application to subgraph count estimation Carlos H. C. TeixeiraMayank KakodkarBruno Ribeiro OriginalPaper 04 January 2022 Pages: 414 - 447
Strengthening ties towards a highly-connected world Antonis MatakosAristides Gionis OriginalPaper Open access 04 January 2022 Pages: 448 - 476
A recurrent neural network architecture to model physical activity energy expenditure in older people Stylianos ParaschiakosCláudio Rebelo de SáArno Knobbe OriginalPaper Open access 10 January 2022 Pages: 477 - 512