Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm François PetitjeanGermain ForestierEamonn Keogh Regular Paper 22 September 2015 Pages: 1 - 26
Cross-lingual sentiment classification with stacked autoencoders Guangyou ZhouZhiyuan ZhuXiaohua Tony Hu Regular Paper 11 June 2015 Pages: 27 - 44
A new boosting algorithm for provably accurate unsupervised domain adaptation Amaury HabrardJean-Philippe PeyracheMarc Sebban Regular Paper 07 May 2015 Pages: 45 - 73
Soft-constrained Laplacian score for semi-supervised multi-label feature selection Abdelouahid AlalgaKhalid BenabdeslemNora Taleb Regular Paper 17 May 2015 Pages: 75 - 98
Efficient discovery of contrast subspaces for object explanation and characterization Lei DuanGuanting TangChangjie Tang Regular Paper 26 April 2015 Pages: 99 - 129
Speeding up ALS learning via approximate methods for context-aware recommendations Balázs HidasiDomonkos Tikk Regular Paper 14 July 2015 Pages: 131 - 155
Modelling human preferences for ranking and collaborative filtering: a probabilistic ordered partition approach Truyen TranDinh PhungSvetha Venkatesh Regular Paper 13 May 2015 Pages: 157 - 188
A framework for anomaly detection in maritime trajectory behavior Po-Ruey Lei Regular Paper 19 May 2015 Pages: 189 - 214
PISAGOR: a proactive software agent for monitoring interactions Özgür KafalıPınar Yolum Regular Paper 03 June 2015 Pages: 215 - 239