Practical joint human-machine exploration of industrial time series using the matrix profile Felix NilssonMohamed-Rafik BougueliaThorsteinn Rögnvaldsson OriginalPaper Open access 05 October 2022 Pages: 1 - 38
Category tree distance: a taxonomy-based transaction distance for web user analysis Yinjia ZhangQinpei ZhaoWeixiong Rao OriginalPaper 13 October 2022 Pages: 39 - 66
Large scale K-means clustering using GPUs Mi LiEibe FrankBernhard Pfahringer OriginalPaper Open access 18 October 2022 Pages: 67 - 109
ContE: contextualized knowledge graph embedding for circular relations Ting MaMingming LiSonglin Hu OriginalPaper 27 October 2022 Pages: 110 - 135
ConvMOS: climate model output statistics with deep learning Michael SteiningerDaniel AbelAndreas Hotho OriginalPaper Open access 27 October 2022 Pages: 136 - 166
A methodology for refined evaluation of neural code completion approaches Kim Tuyen LeGabriel RashidiArtur Andrzejak OriginalPaper Open access 01 November 2022 Pages: 167 - 204
Differentiated matching for individual and average treatment effect estimation Zhao ZiyuKun KuangFei Wu OriginalPaper 09 November 2022 Pages: 205 - 227
Informative pseudo-labeling for graph neural networks with few labels Yayong LiJie YinLing Chen OriginalPaper Open access 09 November 2022 Pages: 228 - 254
Improving embedded knowledge graph multi-hop question answering by introducing relational chain reasoning Weiqiang JinBiao ZhaoGuizhong Liu OriginalPaper 11 November 2022 Pages: 255 - 288
Structural iterative lexicographic autoencoded node representation Mikel JoaristiEdoardo Serra OriginalPaper 15 November 2022 Pages: 289 - 317
Sentiment analysis in tweets: an assessment study from classical to modern word representation models Sérgio BarretoRicardo MouraAlexandre Plastino OriginalPaper 15 November 2022 Pages: 318 - 380
Hierarchical message-passing graph neural networks Zhiqiang ZhongCheng-Te LiJun Pang OriginalPaper Open access 17 November 2022 Pages: 381 - 408
Using differential evolution for an attribute-weighted inverted specific-class distance measure for nominal attributes Fang GongXingfeng GuoDianhong Wang OriginalPaper 24 November 2022 Pages: 409 - 433
Regularized impurity reduction: accurate decision trees with complexity guarantees Guangyi ZhangAristides Gionis OriginalPaper Open access 28 November 2022 Pages: 434 - 475
Hybrid Bayesian network discovery with latent variables by scoring multiple interventions Kiattikun ChobthamAnthony C. ConstantinouNeville K. Kitson OriginalPaper Open access 28 November 2022 Pages: 476 - 520