A greedy feature selection algorithm for Big Data of high dimensionality Ioannis TsamardinosGiorgos BorboudakisVassilis Christophides OriginalPaper Open access 07 August 2018 Pages: 149 - 202
Learning rates for kernel-based expectile regression Muhammad FarooqIngo Steinwart OriginalPaper 20 September 2018 Pages: 203 - 227
A scalable robust and automatic propositionalization approach for Bayesian classification of large mixed numerical and categorical data Marc BoulléClément CharnayNicolas Lachiche OriginalPaper 22 August 2018 Pages: 229 - 266
Fast generalization rates for distance metric learning Han-Jia YeDe-Chuan ZhanYuan Jiang OriginalPaper 27 June 2018 Pages: 267 - 295
Extreme value correction: a method for correcting optimistic estimations in rule learning Martin MožinaJanez DemšarJure Žabkar OriginalPaper 26 June 2018 Pages: 297 - 329
Lowest probability mass neighbour algorithms: relaxing the metric constraint in distance-based neighbourhood algorithms Kai Ming TingYe ZhuZhi-Hua Zhou OriginalPaper 02 July 2018 Pages: 331 - 376
Correction to: Modeling outcomes of soccer matches Alkeos TsokosSanthosh NarayananFranz Király Correction 14 August 2018 Pages: 377 - 378