Ausgabe 1/2016
Inhalt (9 Artikel)
Regular Paper
Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm
François Petitjean, Germain Forestier, Geoffrey I. Webb, Ann E. Nicholson, Yanping Chen, Eamonn Keogh
Regular Paper
Cross-lingual sentiment classification with stacked autoencoders
Guangyou Zhou, Zhiyuan Zhu, Tingting He, Xiaohua Tony Hu
Regular Paper
A new boosting algorithm for provably accurate unsupervised domain adaptation
Amaury Habrard, Jean-Philippe Peyrache, Marc Sebban
Regular Paper
Soft-constrained Laplacian score for semi-supervised multi-label feature selection
Abdelouahid Alalga, Khalid Benabdeslem, Nora Taleb
Regular Paper
Efficient discovery of contrast subspaces for object explanation and characterization
Lei Duan, Guanting Tang, Jian Pei, James Bailey, Guozhu Dong, Vinh Nguyen, Akiko Campbell, Changjie Tang
Regular Paper
Speeding up ALS learning via approximate methods for context-aware recommendations
Balázs Hidasi, Domonkos Tikk
Regular Paper
Modelling human preferences for ranking and collaborative filtering: a probabilistic ordered partition approach
Truyen Tran, Dinh Phung, Svetha Venkatesh
Regular Paper
PISAGOR: a proactive software agent for monitoring interactions
Özgür Kafalı, Pınar Yolum