VEM\(^2\)L: an easy but effective framework for fusing text and structure knowledge on sparse knowledge graph completion Tao HeMing LiuBing Qin OriginalPaper 06 February 2024 Pages: 343 - 371
Sky-signatures: detecting and characterizing recurrent behavior in sequential data Clément GautraisPeggy CellierAlexandre Termier OriginalPaper 29 August 2023 Pages: 372 - 419
Regression tree-based active learning Ashna JoseJoão Paulo Almeida de MendonçaRoberta Poloni OriginalPaper 16 August 2023 Pages: 420 - 460
Optimal selection of benchmarking datasets for unbiased machine learning algorithm evaluation João Luiz Junho PereiraKate Smith-MilesAna Carolina Lorena OriginalPaper 20 October 2023 Pages: 461 - 500
An anomaly aware network embedding framework for unsupervised anomalous link detection Dongsheng DuanCheng ZhangXiaofang Zhao OriginalPaper 19 August 2023 Pages: 501 - 534
SALτ: efficiently stopping TAR by improving priors estimates Alessio MolinariAndrea Esuli OriginalPaper Open access 28 August 2023 Pages: 535 - 568
Mondrian forest for data stream classification under memory constraints Martin KhannouzTristan Glatard OriginalPaper 17 October 2023 Pages: 569 - 596
Network embedding based on high-degree penalty and adaptive negative sampling Gang-Feng MaXu-Hua YangLei Ye OriginalPaper 02 September 2023 Pages: 597 - 622
A semi-supervised interactive algorithm for change point detection Zhenxiang CaoNick SeeuwsAlexander Bertrand OriginalPaper 28 August 2023 Pages: 623 - 651
Correction: A semi‑supervised interactive algorithm for change point detection Zhenxiang CaoNick SeeuwsAlexander Bertrand Correction 02 January 2024 Pages: 652 - 652
Community detection in interval-weighted networks Hélder AlvesPaula BritoPedro Campos OriginalPaper 09 October 2023 Pages: 653 - 698
The art of centering without centering for robust principal component analysis Guihong WanBaokun HeHaim Schweitzer OriginalPaper 09 October 2023 Pages: 699 - 724
Representing ensembles of networks for fuzzy cluster analysis: a case study Ilaria BombelliIchcha ManipurMaria Brigida Ferraro OriginalPaper 09 October 2023 Pages: 725 - 747
Fast, accurate and explainable time series classification through randomization Nestor CabelloElham NaghizadeLars Kulik OriginalPaper Open access 16 October 2023 Pages: 748 - 811
Correction to: AA-forecast: anomaly-aware forecast for extreme events Ashkan FarhangiJiang BianZhishan Guo Correction 02 August 2023 Pages: 812 - 812
