IEEE Transactions on Neural Networks and Learning Systems; Volume 28, Issue 12, December 2017.
Posted by: Haibo He (ieeetnnls@gmail.com)
Date submitted: December 1, 2017
The following articles appeared in the latest issue of IEEE Transactions on Neural Networks and Learning Systems: Volume 28, Issue 12, December 2017.
This issue published papers on recurrent neural network, graph-based learning, tensor learning, deep learning, dictionary learning, memristive neural network, adaptive control, 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 12, December 2017.
1. One-Class Classifiers Based on Entropic Spanning Graphs
Author(s): Lorenzo Livi; Cesare Alippi
Page(s): 2846 - 2858
http://ieeexplore.ieee.org/
2. Riemannian Dictionary Learning and Sparse Coding for Positive Definite Matrices
Author(s): Anoop Cherian; Suvrit Sra
Page(s): 2859 - 2871
http://ieeexplore.ieee.org/
3. Comparative Performance of Complex-Valued B-Spline and Polynomial Models Applied to Iterative Frequency-Domain Decision Feedback Equalization of Hammerstein Channels
Author(s): Sheng Chen; Xia Hong; Emad F. Khalaf; Fuad E. Alsaadi; Chris J. Harris
Page(s): 2872 - 2884
http://ieeexplore.ieee.org/
4. Adaptive Exponential Synchronization of Multislave Time-Delayed Recurrent Neural Networks With Lévy Noise and Regime Switching
Author(s): Liuwei Zhou; Quanyan Zhu; Zhijie Wang; Wuneng Zhou; Hongye Su
Page(s): 2885 - 2898
http://ieeexplore.ieee.org/
5. Binary Set Embedding for Cross-Modal Retrieval
Author(s): Mengyang Yu; Li Liu; Ling Shao
Page(s): 2899 - 2910
http://ieeexplore.ieee.org/
6. Airline Passenger Profiling Based on Fuzzy Deep Machine Learning
Author(s): Yu-Jun Zheng; Wei-Guo Sheng; Xing-Ming Sun; Sheng-Yong Chen
Page(s): 2911 - 2923
http://ieeexplore.ieee.org/
7. Finite-Time Stability Analysis for Markovian Jump Memristive Neural Networks With Partly Unknown Transition Probabilities
Author(s): Ruoxia Li; Jinde Cao
Page(s): 2924 - 2935
http://ieeexplore.ieee.org/
8. Cluster Validation Method for Determining the Number of Clusters in Categorical Sequences
Author(s): Gongde Guo; Lifei Chen; Yanfang Ye; Qingshan Jiang
Page(s): 2936 - 2948
http://ieeexplore.ieee.org/
9. Joint Sparse Representation and Embedding Propagation Learning: A Framework for Graph-Based Semisupervised Learning
Author(s): Xiaobing Pei; Chuanbo Chen; Yue Guan
Page(s): 2949 - 2960
http://ieeexplore.ieee.org/
10. The Twist Tensor Nuclear Norm for Video Completion
Author(s): Wenrui Hu; Dacheng Tao; Wensheng Zhang; Yuan Xie; Yehui Yang
Page(s): 2961 - 2973
http://ieeexplore.ieee.org/
11. Delay-Dependent Global Exponential Stability for Delayed Recurrent Neural Networks
Author(s): Yin Sheng; Yi Shen; Mingfu Zhu
Page(s): 2974 - 2984
http://ieeexplore.ieee.org/
12. Assessing Generalization Ability of Majority Vote Point Classifiers
Author(s): Rahul Kumar Sevakula; Nishchal Kumar Verma
Page(s): 2985 - 2997
http://ieeexplore.ieee.org/
13. Distributed Finite-Time Cooperative Control of Multiple High-Order Nonholonomic Mobile Robots
Author(s): Haibo Du; Guanghui Wen; Yingying Cheng; Yigang He; Ruting Jia
Page(s): 2998 - 3006
http://ieeexplore.ieee.org/
14. Method for Determining the Optimal Number of Clusters Based on Agglomerative Hierarchical Clustering
Author(s): Shibing Zhou; Zhenyuan Xu; Fei Liu
Page(s): 3007 - 3017
http://ieeexplore.ieee.org/
15. An Improved Result on Dissipativity and Passivity Analysis of Markovian Jump Stochastic Neural Networks With Two Delay Components
Author(s): Gnaneswaran Nagamani; Thirunavukkarasu Radhika; Quanxin Zhu
Page(s): 3018 - 3031
http://ieeexplore.ieee.org/
16. A Novel Unified and Self-Stabilizing Algorithm for Generalized Eigenpairs Extraction
Author(s): Xiaowei Feng; Xiangyu Kong; Hongguang Ma; Xiaosheng Si
Page(s): 3032 - 3044
http://ieeexplore.ieee.org/
17. Evolutionary Cost-Sensitive Extreme Learning Machine
Author(s): Lei Zhang; David Zhang
Page(s): 3045 - 3060
http://ieeexplore.ieee.org/
18. Novel Formulation of Adaptive MPC as EKF Using ANN Model: Multiproduct Semibatch Polymerization Reactor Case Study
Author(s): Reddi Kamesh; Kalipatnapu Yamuna Rani
Page(s): 3061 - 3073
http://ieeexplore.ieee.org/
19. A New Neural Dynamic Classification Algorithm
Author(s): Mohammad Hossein Rafiei; Hojjat Adeli
Page(s): 3074 - 3083
http://ieeexplore.ieee.org/
20. Integration of Semantic and Episodic Memories
Author(s): Adrian Horzyk; Janusz A. Starzyk; James Graham
Page(s): 3084 - 3095
http://ieeexplore.ieee.org/
21. A New Result on H∞ State Estimation of Delayed Static Neural Networks
Author(s): Yueying Wang; Yuanqing Xia; Pingfang Zhou; Dengping Duan
Page(s): 3096 - 3101
http://ieeexplore.ieee.org/
22. Underdetermined Blind Source Separation Using Sparse Coding
Author(s): Liangli Zhen; Dezhong Peng; Zhang Yi; Yong Xiang; Peng Chen
Page(s): 3102 - 3108
http://ieeexplore.ieee.org/
Posted by: Haibo He (ieeetnnls@gmail.com)
Date submitted: December 1, 2017
The following articles appeared in the latest issue of IEEE Transactions on Neural Networks and Learning Systems: Volume 28, Issue 12, December 2017.
This issue published papers on recurrent neural network, graph-based learning, tensor learning, deep learning, dictionary learning, memristive neural network, adaptive control, 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 12, December 2017.
1. One-Class Classifiers Based on Entropic Spanning Graphs
Author(s): Lorenzo Livi; Cesare Alippi
Page(s): 2846 - 2858
http://ieeexplore.ieee.org/
2. Riemannian Dictionary Learning and Sparse Coding for Positive Definite Matrices
Author(s): Anoop Cherian; Suvrit Sra
Page(s): 2859 - 2871
http://ieeexplore.ieee.org/
3. Comparative Performance of Complex-Valued B-Spline and Polynomial Models Applied to Iterative Frequency-Domain Decision Feedback Equalization of Hammerstein Channels
Author(s): Sheng Chen; Xia Hong; Emad F. Khalaf; Fuad E. Alsaadi; Chris J. Harris
Page(s): 2872 - 2884
http://ieeexplore.ieee.org/
4. Adaptive Exponential Synchronization of Multislave Time-Delayed Recurrent Neural Networks With Lévy Noise and Regime Switching
Author(s): Liuwei Zhou; Quanyan Zhu; Zhijie Wang; Wuneng Zhou; Hongye Su
Page(s): 2885 - 2898
http://ieeexplore.ieee.org/
5. Binary Set Embedding for Cross-Modal Retrieval
Author(s): Mengyang Yu; Li Liu; Ling Shao
Page(s): 2899 - 2910
http://ieeexplore.ieee.org/
6. Airline Passenger Profiling Based on Fuzzy Deep Machine Learning
Author(s): Yu-Jun Zheng; Wei-Guo Sheng; Xing-Ming Sun; Sheng-Yong Chen
Page(s): 2911 - 2923
http://ieeexplore.ieee.org/
7. Finite-Time Stability Analysis for Markovian Jump Memristive Neural Networks With Partly Unknown Transition Probabilities
Author(s): Ruoxia Li; Jinde Cao
Page(s): 2924 - 2935
http://ieeexplore.ieee.org/
8. Cluster Validation Method for Determining the Number of Clusters in Categorical Sequences
Author(s): Gongde Guo; Lifei Chen; Yanfang Ye; Qingshan Jiang
Page(s): 2936 - 2948
http://ieeexplore.ieee.org/
9. Joint Sparse Representation and Embedding Propagation Learning: A Framework for Graph-Based Semisupervised Learning
Author(s): Xiaobing Pei; Chuanbo Chen; Yue Guan
Page(s): 2949 - 2960
http://ieeexplore.ieee.org/
10. The Twist Tensor Nuclear Norm for Video Completion
Author(s): Wenrui Hu; Dacheng Tao; Wensheng Zhang; Yuan Xie; Yehui Yang
Page(s): 2961 - 2973
http://ieeexplore.ieee.org/
11. Delay-Dependent Global Exponential Stability for Delayed Recurrent Neural Networks
Author(s): Yin Sheng; Yi Shen; Mingfu Zhu
Page(s): 2974 - 2984
http://ieeexplore.ieee.org/
12. Assessing Generalization Ability of Majority Vote Point Classifiers
Author(s): Rahul Kumar Sevakula; Nishchal Kumar Verma
Page(s): 2985 - 2997
http://ieeexplore.ieee.org/
13. Distributed Finite-Time Cooperative Control of Multiple High-Order Nonholonomic Mobile Robots
Author(s): Haibo Du; Guanghui Wen; Yingying Cheng; Yigang He; Ruting Jia
Page(s): 2998 - 3006
http://ieeexplore.ieee.org/
14. Method for Determining the Optimal Number of Clusters Based on Agglomerative Hierarchical Clustering
Author(s): Shibing Zhou; Zhenyuan Xu; Fei Liu
Page(s): 3007 - 3017
http://ieeexplore.ieee.org/
15. An Improved Result on Dissipativity and Passivity Analysis of Markovian Jump Stochastic Neural Networks With Two Delay Components
Author(s): Gnaneswaran Nagamani; Thirunavukkarasu Radhika; Quanxin Zhu
Page(s): 3018 - 3031
http://ieeexplore.ieee.org/
16. A Novel Unified and Self-Stabilizing Algorithm for Generalized Eigenpairs Extraction
Author(s): Xiaowei Feng; Xiangyu Kong; Hongguang Ma; Xiaosheng Si
Page(s): 3032 - 3044
http://ieeexplore.ieee.org/
17. Evolutionary Cost-Sensitive Extreme Learning Machine
Author(s): Lei Zhang; David Zhang
Page(s): 3045 - 3060
http://ieeexplore.ieee.org/
18. Novel Formulation of Adaptive MPC as EKF Using ANN Model: Multiproduct Semibatch Polymerization Reactor Case Study
Author(s): Reddi Kamesh; Kalipatnapu Yamuna Rani
Page(s): 3061 - 3073
http://ieeexplore.ieee.org/
19. A New Neural Dynamic Classification Algorithm
Author(s): Mohammad Hossein Rafiei; Hojjat Adeli
Page(s): 3074 - 3083
http://ieeexplore.ieee.org/
20. Integration of Semantic and Episodic Memories
Author(s): Adrian Horzyk; Janusz A. Starzyk; James Graham
Page(s): 3084 - 3095
http://ieeexplore.ieee.org/
21. A New Result on H∞ State Estimation of Delayed Static Neural Networks
Author(s): Yueying Wang; Yuanqing Xia; Pingfang Zhou; Dengping Duan
Page(s): 3096 - 3101
http://ieeexplore.ieee.org/
22. Underdetermined Blind Source Separation Using Sparse Coding
Author(s): Liangli Zhen; Dezhong Peng; Zhang Yi; Yong Xiang; Peng Chen
Page(s): 3102 - 3108
http://ieeexplore.ieee.org/
No comments:
Post a Comment
Note: only a member of this blog may post a comment.