IEEE Transactions on Neural Networks and Learning Systems: Volume 26, Issue 5, May 2015

1. Self-Organizing Neural Networks Integrating Domain Knowledge and Reinforcement Learning
Author(s): Teck-Hou Teng; Ah-Hwee Tan; Jacek M. Zurada
Page(s): 889 - 902

2. Variable Neural Adaptive Robust Control: A Switched System Approach
Author(s): Jianming Lian; Jianghai Hu; Stanislaw H. Zak
Page(s): 903 - 915

3. Integral Reinforcement Learning for Continuous-Time Input-Affine Nonlinear Systems With Simultaneous Invariant Explorations
Author(s): Jae Young Lee; Jin Bae Park; Yoon Ho Choi
Page(s): 916 - 932

4. Evolutionary Fuzzy ARTMAP Neural Networks for Classification of Semiconductor Defects
Author(s): Shing Chiang Tan; Junzo Watada; Zuwairie Ibrahim; Marzuki Khalid
Page(s): 933 - 950

5. Graph Embedded Nonparametric Mutual Information for Supervised Dimensionality Reduction
Author(s): Dimitrios Bouzas; Nikolaos Arvanitopoulos; Anastasios Tefas
Page(s): 951 - 963

6. The Minimum Risk Principle That Underlies the Criteria of Bounded Component Analysis
Author(s): Sergio Cruces; Ivan Duran-Diaz
Page(s): 964 - 981

7. A One-Class Kernel Fisher Criterion for Outlier Detection
Author(s): Franck Dufrenois
Page(s): 982 - 994

8. Semi-Supervised Nearest Mean Classification Through a Constrained Log-Likelihood
Author(s): Marco Loog; Are Charles Jensen
Page(s): 995 - 1006

9. Adaptive NN Controller Design for a Class of Nonlinear MIMO Discrete-Time Systems
Author(s): Yan-Jun Liu; Li Tang; Shaocheng Tong; C. L. Philip Chen
Page(s): 1007 - 1018

10. Transfer Learning for Visual Categorization: A Survey
Author(s): Ling Shao; Fan Zhu; Xuelong Li
Page(s): 1019 - 1034

11. Robust Sensorimotor Representation to Physical Interaction Changes in Humanoid Motion Learning
Author(s): Toshihiko Shimizu; Ryo Saegusa; Shuhei Ikemoto; Hiroshi Ishiguro; Giorgio Metta
Page(s): 1035 - 1047

12. A New Method for Data Stream Mining Based on the Misclassification Error
Author(s): Leszek Rutkowski; Maciej Jaworski; Lena Pietruczuk; Piotr Duda
Page(s): 1048 - 1059

13. Learning to Track Multiple Targets
Author(s): Xiao Liu; Dacheng Tao; Mingli Song; Luming Zhang; Jiajun Bu; Chun Chen
Page(s): 1060 - 1073

14. Adaptive Neural Control of Nonlinear MIMO Systems With Time-Varying Output Constraints
Author(s): Wenchao Meng; Qinmin Yang; Youxian Sun
Page(s): 1074 - 1085

15. Very Sparse LSSVM Reductions for Large-Scale Data
Author(s): Raghvendra Mall; Johan A. K. Suykens
Page(s): 1086 - 1097

16. Sparse Multivariate Gaussian Mixture Regression
Author(s): Luis Weruaga; Javier Via
Page(s): 1098 - 1108

17. Variational Inference With ARD Prior for NIRS Diffuse Optical Tomography
Author(s): Atsushi Miyamoto; Kazuho Watanabe; Kazushi Ikeda; Masa-Aki Sato
Page(s): 1109 - 1114

18. An Efficient Topological Distance-Based Tree Kernel
Author(s): Fabio Aiolli; Giovanni Da San Martino; Alessandro Sperduti
Page(s): 1115 - 1120