IEEE Transactions on Neural Networks and Learning Systems; Volume 28, Issue 5, May 2017.
Posted by: Haibo He (ieeetnnls@gmail.com)
Date submitted: May 1, 2017
The following articles appeared in the latest issue of IEEE Transactions on Neural Networks and Learning Systems: Volume 28, Issue 5, May 2017.
This issue published papers on semisupervised learning, kernel methods, subspace learning, spectral clustering, deep learning, neural networks with time-varying delays, cellular neural networks, consensus control, support vector machines, among others. We welcome your submissions to IEEE TNNLS.
These articles can be retrieved on IEEE Xplore:
http://ieeexplore.ieee.org/
or directly by clicking the individual paper URL below.
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
Page(s): 1017 - 1029
http://ieeexplore.ieee.org/
2. High-Order Measurements for Residual Classifiers
Author(s): Quan Guo; Haixian Zhang; Zhang Yi
Page(s): 1030 - 1042
http://ieeexplore.ieee.org/
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
Page(s): 1043 - 1054
http://ieeexplore.ieee.org/
4. Pinning Impulsive Synchronization of Reaction–Diffusion Neural Networks With Time-Varying Delays
Author(s): Xinzhi Liu; Kexue Zhang; Wei-Chau Xie
Page(s): 1055 - 1067
http://ieeexplore.ieee.org/
5. Robust Recurrent Kernel Online Learning
Author(s): Qing Song; Xu Zhao; Haijin Fan; Danwei Wang
Page(s): 1068 - 1081
http://ieeexplore.ieee.org/
6. Learning Kernel Extended Dictionary for Face Recognition
Author(s): Ke-Kun Huang; Dao-Qing Dai; Chuan-Xian Ren; Zhao-Rong Lai
Page(s): 1082 - 1094
http://ieeexplore.ieee.org/
7. Learning Discriminative Subspaces on Random Contrasts for Image Saliency Analysis
Author(s): Shu Fang; Jia Li; Yonghong Tian; Tiejun Huang; Xiaowu Chen
Page(s): 1095 - 1108
http://ieeexplore.ieee.org/
8. Coarse-to-Fine Learning for Single-Image Super-Resolution
Author(s): Kaibing Zhang; Dacheng Tao; Xinbo Gao; Xuelong Li; Jie Li
Page(s): 1109 - 1122
http://ieeexplore.ieee.org/
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
Page(s): 1123 - 1138
http://ieeexplore.ieee.org/
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
Page(s): 1139 - 1151
http://ieeexplore.ieee.org/
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
Page(s): 1152 - 1163
http://ieeexplore.ieee.org/
12. On Deep Learning for Trust-Aware Recommendations in Social Networks
Author(s): Shuiguang Deng; Longtao Huang; Guandong Xu; Xindong Wu; Zhaohui Wu
Page(s): 1164 - 1177
http://ieeexplore.ieee.org/
13. A Note on the Unification of Adaptive Online Learning
Author(s): Wenwu He; James Tin-Yau Kwok; Ji Zhu; Yang Liu
Page(s): 1178 - 1191
http://ieeexplore.ieee.org/
14. LIF and Simplified SRM Neurons Encode Signals Into Spikes via a Form of Asynchronous Pulse Sigma–Delta Modulation
Author(s): Young C. Yoon
Page(s): 1192 - 1205
http://ieeexplore.ieee.org/
15. A Collective Neurodynamic Approach to Constrained Global Optimization
Author(s): Zheng Yan; Jianchao Fan; Jun Wang
Page(s): 1206 - 1215
http://ieeexplore.ieee.org/
16. Adaptive Neural Network Nonparametric Identifier With Normalized Learning Laws
Author(s): Isaac Chairez
Page(s): 1216 - 1227
http://ieeexplore.ieee.org/
17. Speeding Up Cellular Neural Network Processing Ability by Embodying Memristors
Author(s): E. Bilotta; P. Pantano; S. Vena
Page(s): 1228 - 1232
http://ieeexplore.ieee.org/
18. Mixtures of Conditional Random Fields for Improved Structured Output Prediction
Author(s): Minyoung Kim
Page(s): 1233 - 1240
http://ieeexplore.ieee.org/
19. A Robust Regularization Path Algorithm for ν-Support Vector Classification
Author(s): Bin Gu; Victor S. Sheng
Page(s): 1241 - 1248
http://ieeexplore.ieee.org/
Posted by: Haibo He (ieeetnnls@gmail.com)
Date submitted: May 1, 2017
The following articles appeared in the latest issue of IEEE Transactions on Neural Networks and Learning Systems: Volume 28, Issue 5, May 2017.
This issue published papers on semisupervised learning, kernel methods, subspace learning, spectral clustering, deep learning, neural networks with time-varying delays, cellular neural networks, consensus control, support vector machines, among others. We welcome your submissions to IEEE TNNLS.
These articles can be retrieved on IEEE Xplore:
http://ieeexplore.ieee.org/
or directly by clicking the individual paper URL below.
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
Page(s): 1017 - 1029
http://ieeexplore.ieee.org/
2. High-Order Measurements for Residual Classifiers
Author(s): Quan Guo; Haixian Zhang; Zhang Yi
Page(s): 1030 - 1042
http://ieeexplore.ieee.org/
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
Page(s): 1043 - 1054
http://ieeexplore.ieee.org/
4. Pinning Impulsive Synchronization of Reaction–Diffusion Neural Networks With Time-Varying Delays
Author(s): Xinzhi Liu; Kexue Zhang; Wei-Chau Xie
Page(s): 1055 - 1067
http://ieeexplore.ieee.org/
5. Robust Recurrent Kernel Online Learning
Author(s): Qing Song; Xu Zhao; Haijin Fan; Danwei Wang
Page(s): 1068 - 1081
http://ieeexplore.ieee.org/
6. Learning Kernel Extended Dictionary for Face Recognition
Author(s): Ke-Kun Huang; Dao-Qing Dai; Chuan-Xian Ren; Zhao-Rong Lai
Page(s): 1082 - 1094
http://ieeexplore.ieee.org/
7. Learning Discriminative Subspaces on Random Contrasts for Image Saliency Analysis
Author(s): Shu Fang; Jia Li; Yonghong Tian; Tiejun Huang; Xiaowu Chen
Page(s): 1095 - 1108
http://ieeexplore.ieee.org/
8. Coarse-to-Fine Learning for Single-Image Super-Resolution
Author(s): Kaibing Zhang; Dacheng Tao; Xinbo Gao; Xuelong Li; Jie Li
Page(s): 1109 - 1122
http://ieeexplore.ieee.org/
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
Page(s): 1123 - 1138
http://ieeexplore.ieee.org/
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
Page(s): 1139 - 1151
http://ieeexplore.ieee.org/
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
Page(s): 1152 - 1163
http://ieeexplore.ieee.org/
12. On Deep Learning for Trust-Aware Recommendations in Social Networks
Author(s): Shuiguang Deng; Longtao Huang; Guandong Xu; Xindong Wu; Zhaohui Wu
Page(s): 1164 - 1177
http://ieeexplore.ieee.org/
13. A Note on the Unification of Adaptive Online Learning
Author(s): Wenwu He; James Tin-Yau Kwok; Ji Zhu; Yang Liu
Page(s): 1178 - 1191
http://ieeexplore.ieee.org/
14. LIF and Simplified SRM Neurons Encode Signals Into Spikes via a Form of Asynchronous Pulse Sigma–Delta Modulation
Author(s): Young C. Yoon
Page(s): 1192 - 1205
http://ieeexplore.ieee.org/
15. A Collective Neurodynamic Approach to Constrained Global Optimization
Author(s): Zheng Yan; Jianchao Fan; Jun Wang
Page(s): 1206 - 1215
http://ieeexplore.ieee.org/
16. Adaptive Neural Network Nonparametric Identifier With Normalized Learning Laws
Author(s): Isaac Chairez
Page(s): 1216 - 1227
http://ieeexplore.ieee.org/
17. Speeding Up Cellular Neural Network Processing Ability by Embodying Memristors
Author(s): E. Bilotta; P. Pantano; S. Vena
Page(s): 1228 - 1232
http://ieeexplore.ieee.org/
18. Mixtures of Conditional Random Fields for Improved Structured Output Prediction
Author(s): Minyoung Kim
Page(s): 1233 - 1240
http://ieeexplore.ieee.org/
19. A Robust Regularization Path Algorithm for ν-Support Vector Classification
Author(s): Bin Gu; Victor S. Sheng
Page(s): 1241 - 1248
http://ieeexplore.ieee.org/
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