IEEE Transactions on Neural Networks and Learning Systems, Volume 28, Issue 5, May 2017

1. A Semisupervised Approach to the Detection and Characterization of Outliers in Categorical Data
Author(s): Dino Ienco; Ruggero G. Pensa; Rosa Meo
Pages: 1017 - 1029

2. High-Order Measurements for Residual Classifiers
Author(s): Quan Guo; Haixian Zhang; Zhang Yi
Pages: 1030 - 1042

3. High-Performance Consensus Control in Networked Systems With Limited Bandwidth Communication and Time-Varying Directed Topologies
Author(s): Huaqing Li; Guo Chen; Tingwen Huang; Zhaoyang Dong
Pages: 1043 - 1054

4. Pinning Impulsive Synchronization of Reaction–Diffusion Neural Networks With Time-Varying Delays
Author(s): Xinzhi Liu; Kexue Zhang; Wei-Chau Xie
Pages: 1055 - 1067

5. Robust Recurrent Kernel Online Learning
Author(s): Qing Song; Xu Zhao; Haijin Fan; Danwei Wang
Pages: 1068 - 1081

6. Learning Kernel Extended Dictionary for Face Recognition
Author(s): Ke-Kun Huang; Dao-Qing Dai; Chuan-Xian Ren; Zhao-Rong Lai
Pages: 1082 - 1094

7. Learning Discriminative Subspaces on Random Contrasts for Image Saliency Analysis
Author(s): Shu Fang; Jia Li; Yonghong Tian; Tiejun Huang; Xiaowu Chen
Pages: 1095 - 1108

8. Coarse-to-Fine Learning for Single-Image Super-Resolution
Author(s): Kaibing Zhang; Dacheng Tao; Xinbo Gao; Xuelong Li; Jie Li
Pages: 1109 - 1122

9. Affinity and Penalty Jointly Constrained Spectral Clustering With All-Compatibility, Flexibility, and Robustness
Author(s): Pengjiang Qian; Yizhang Jiang; Shitong Wang; Kuan-Hao Su; Jun Wang; Lingzhi Hu; Raymond F. Muzic
Pages: 1123 - 1138

10. State Estimation for Discrete-Time Dynamical Networks With Time-Varying Delays and Stochastic Disturbances Under the Round-Robin Protocol
Author(s): Lei Zou; Zidong Wang; Huijun Gao; Xiaohui Liu
Pages: 1139 - 1151

11. Event-Triggered State Estimation for Discrete-Time Multidelayed Neural Networks With Stochastic Parameters and Incomplete Measurements
Author(s): Bo Shen; Zidong Wang; Hong Qiao
Pages: 1152 - 1163

12. On Deep Learning for Trust-Aware Recommendations in Social Networks
Author(s): Shuiguang Deng; Longtao Huang; Guandong Xu; Xindong Wu; Zhaohui Wu
Pages: 1164 - 1177

13. A Note on the Unification of Adaptive Online Learning
Author(s): Wenwu He; James Tin-Yau Kwok; Ji Zhu; Yang Liu
Pages: 1178 - 1191

14. LIF and Simplified SRM Neurons Encode Signals Into Spikes via a Form of Asynchronous Pulse Sigma–Delta Modulation
Author(s): Young C. Yoon
Pages: 1192 - 1205

15. A Collective Neurodynamic Approach to Constrained Global Optimization
Author(s): Zheng Yan; Jianchao Fan; Jun Wang
Pages: 1206 - 1215

16. Adaptive Neural Network Nonparametric Identifier With Normalized Learning Laws
Author(s): Isaac Chairez
Pages: 1216 - 1227

17. Speeding Up Cellular Neural Network Processing Ability by Embodying Memristors
Author(s): E. Bilotta; P. Pantano; S. Vena
Pages: 1228 - 1232

18. Mixtures of Conditional Random Fields for Improved Structured Output Prediction
Author(s): Minyoung Kim
Pages: 1233 - 1240

19. A Robust Regularization Path Algorithm for ν-Support Vector Classification
Author(s): Bin Gu; Victor S. Sheng
Pages: 1241 - 1248