Setting decision thresholds when operating conditions are uncertain Cèsar FerriJosé Hernández-OralloPeter Flach OriginalPaper Open access 16 February 2019 Pages: 805 - 847
Automatic discovery of adverse reactions through Chinese social media Mengxue ZhangMeizhuo ZhangKenny Q. Zhu OriginalPaper 20 February 2019 Pages: 848 - 870
Unsupervised dimensionality reduction versus supervised regularization for classification from sparse data Jessica ClarkFoster Provost OriginalPaper Open access 20 February 2019 Pages: 871 - 916
Deep learning for time series classification: a review Hassan Ismail FawazGermain ForestierPierre-Alain Muller OriginalPaper 02 March 2019 Pages: 917 - 963
Algorithmic cache of sorted tables for feature selection Antonio Arauzo-AzofraAlfonso Jiménez-VílchezMaría Luque-Rodriguez OriginalPaper 19 March 2019 Pages: 964 - 994
A new class of metrics for learning on real-valued and structured data Ruiyu YangYuxiang JiangPredrag Radivojac OriginalPaper 27 March 2019 Pages: 995 - 1016
The decomposed normalized maximum likelihood code-length criterion for selecting hierarchical latent variable models Kenji YamanishiTianyi WuMakoto Okada OriginalPaper 09 April 2019 Pages: 1017 - 1058
Clustering for heterogeneous information networks with extended star-structure Jian-Ping MeiHuajiang LvYanjun Li OriginalPaper 10 April 2019 Pages: 1059 - 1087
Subjectively interesting connecting trees and forests Florian AdriaensJefrey LijffijtTijl De Bie OriginalPaper Open access 11 April 2019 Pages: 1088 - 1124
Efficiently mining cohesion-based patterns and rules in event sequences Boris CuleLen FeremansBart Goethals OriginalPaper 12 April 2019 Pages: 1125 - 1182
Interpretable time series classification using linear models and multi-resolution multi-domain symbolic representations Thach Le NguyenSeverin GsponerGeorgiana Ifrim OriginalPaper 21 May 2019 Pages: 1183 - 1222