1. Generalizing DTW to the multi-dimensional case requires an adaptive approach

   • Mohammad Shokoohi-Yekta
   • Bing Hu
   • Eamonn Keogh

   OriginalPaper 15 February 2016 Pages: 1 - 31

   

2. Hierarchical evolving Dirichlet processes for modeling nonlinear evolutionary traces in temporal data

   • Peng Wang
   • Peng Zhang
   • Hong Yang

   OriginalPaper 15 February 2016 Pages: 32 - 64

   

3. TBM, a transformation based method for microaggregation of large volume mixed data

   • Mostafa Salari
   • Saeed Jalili
   • Reza Mortazavi

   OriginalPaper 15 March 2016 Pages: 65 - 91

   

4. Adversarial classification using signaling games with an application to phishing detection

   • Nicolas Figueroa
   • Gastón L’Huillier
   • Richard Weber

   OriginalPaper 22 March 2016 Pages: 92 - 133

   

5. Outlying property detection with numerical attributes

   • Fabrizio Angiulli
   • Fabio Fassetti
   • Luigi Palopoli

   OriginalPaper 29 March 2016 Pages: 134 - 163

   

6. Evidence-based uncertainty sampling for active learning

   • Manali Sharma
   • Mustafa Bilgic

   OriginalPaper 13 April 2016 Pages: 164 - 202

   

7. Efficient histogram dictionary learning for text/image modeling and classification

   • Minyoung Kim

   OriginalPaper 26 April 2016 Pages: 203 - 232

   

8. Reliable early classification of time series based on discriminating the classes over time

   • Usue Mori
   • Alexander Mendiburu
   • Jose A. Lozano

   OriginalPaper 29 April 2016 Pages: 233 - 263

   

9. SimUSF: an efficient and effective similarity measure that is invariant to violations of the interval scale assumption

   • Thilak L. Fernando
   • Geoffrey I. Webb

   OriginalPaper 11 May 2016 Pages: 264 - 286