1. Semi-Supervised Logistic Discrimination Via Graph-Based Regularization

   • Shuichi Kawano
   • Toshihiro Misumi
   • Sadanori Konishi

   OriginalPaper 29 May 2012 Pages: 203 - 216

2. Stability of Reaction-Diffusion Recurrent Neural Networks with Distributed Delays and Neumann Boundary Conditions on Time Scales

   • Yongkun Li
   • Kaihong Zhao
   • Yuan Ye

   OriginalPaper 27 May 2012 Pages: 217 - 234

3. MIGSOM: Multilevel Interior Growing Self-Organizing Maps for High Dimensional Data Clustering

   • Thouraya Ayadi
   • Tarek M. Hamdani
   • Adel M. Alimi

   OriginalPaper 09 June 2012 Pages: 235 - 256

4. Discriminant Kernel Learning Using Hybrid Regularization

   • Jun Liang
   • Long Chen
   • Xiaobo Chen

   OriginalPaper 03 July 2012 Pages: 257 - 273

5. In-sample Model Selection for Trimmed Hinge Loss Support Vector Machine

   • Davide Anguita
   • Alessandro Ghio
   • Sandro Ridella

   OriginalPaper 15 July 2012 Pages: 275 - 283

6. Self-Adaptive Evolutionary Extreme Learning Machine

   • Jiuwen Cao
   • Zhiping Lin
   • Guang-Bin Huang

   OriginalPaper 18 July 2012 Pages: 285 - 305