1. A non-negative representation learning algorithm for selecting neighbors

   • Lili Li
   • Jiancheng Lv
   • Zhang Yi

   OriginalPaper 07 May 2015 Pages: 133 - 153

   

2. A non-homogeneous dynamic Bayesian network with a hidden Markov model dependency structure among the temporal data points

   • Marco Grzegorczyk

   OriginalPaper Open access 28 May 2015 Pages: 155 - 207

   

3. Propagation kernels: efficient graph kernels from propagated information

   • Marion Neumann
   • Roman Garnett
   • Kristian Kersting

   OriginalPaper 17 July 2015 Pages: 209 - 245

   

4. Spatio-temporal convolution kernels

   • Konstantin Knauf
   • Daniel Memmert
   • Ulf Brefeld

   OriginalPaper 21 July 2015 Pages: 247 - 273

   

5. Loda: Lightweight on-line detector of anomalies

   • Tomáš Pevný

   OriginalPaper 21 July 2015 Pages: 275 - 304