Generalizing DTW to the multi-dimensional case requires an adaptive approach Mohammad Shokoohi-YektaBing HuEamonn Keogh OriginalPaper 15 February 2016 Pages: 1 - 31
Hierarchical evolving Dirichlet processes for modeling nonlinear evolutionary traces in temporal data Peng WangPeng ZhangHong Yang OriginalPaper 15 February 2016 Pages: 32 - 64
TBM, a transformation based method for microaggregation of large volume mixed data Mostafa SalariSaeed JaliliReza Mortazavi OriginalPaper 15 March 2016 Pages: 65 - 91
Adversarial classification using signaling games with an application to phishing detection Nicolas FigueroaGastón L’HuillierRichard Weber OriginalPaper 22 March 2016 Pages: 92 - 133
Outlying property detection with numerical attributes Fabrizio AngiulliFabio FassettiLuigi Palopoli OriginalPaper 29 March 2016 Pages: 134 - 163
Evidence-based uncertainty sampling for active learning Manali SharmaMustafa Bilgic OriginalPaper 13 April 2016 Pages: 164 - 202
Efficient histogram dictionary learning for text/image modeling and classification Minyoung Kim OriginalPaper 26 April 2016 Pages: 203 - 232
Reliable early classification of time series based on discriminating the classes over time Usue MoriAlexander MendiburuJose A. Lozano OriginalPaper 29 April 2016 Pages: 233 - 263
SimUSF: an efficient and effective similarity measure that is invariant to violations of the interval scale assumption Thilak L. FernandoGeoffrey I. Webb OriginalPaper 11 May 2016 Pages: 264 - 286