Friday 15 September 2017

IEEE Transactions on Neural Networks and Learning Systems; Volume 28, Issue 9, September 2017

The following articles appeared in the latest issue of IEEE Transactions on Neural Networks and Learning Systems: Volume 28, Issue 9, September 2017.

This issue published papers on feature selection, self-organized neural network, manifold learning, gradient descent, support vector machines, adaptive dynamic programming, neuroadaptive control, recurrent neural network, among others. We welcome your submissions to IEEE TNNLS.

These articles can be retrieved on IEEE Xplore:
or directly by clicking the individual paper URL below.

IEEE Transactions on Neural Networks and Learning Systems;
Volume 28, Issue 9, September 2017.

1. Semisupervised Feature Selection Based on Relevance and Redundancy Criteria
Author(s): Jin Xu; Bo Tang; Haibo He; Hong Man
Page(s): 1974 - 1984

2. Visual Recognition by Learning From Web Data via Weakly Supervised Domain Generalization
Author(s): Li Niu; Wen Li; Dong Xu; Jianfei Cai
Page(s): 1985 - 1999

3. The Growing Hierarchical Neural Gas Self-Organizing Neural Network
Author(s): Esteban J. Palomo; Ezequiel López-Rubio
Page(s): 2000 - 2009

4. A Novel Locally Linear KNN Method With Applications to Visual Recognition
Author(s): Qingfeng Liu; Chengjun Liu
Page(s): 2010 - 2021

5. An Approach to Stable Gradient-Descent Adaptation of Higher Order Neural Units
Author(s): Ivo Bukovsky; Noriyasu Homma
Page(s): 2022 - 2034

6. Descriptor Learning via Supervised Manifold Regularization for Multioutput Regression
Author(s): Xiantong Zhen; Mengyang Yu; Ali Islam; Mousumi Bhaduri; Ian Chan; Shuo Li
Page(s): 2035 - 2047

7. Online Learning of Hierarchical Pitman–Yor Process Mixture of Generalized Dirichlet Distributions With Feature Selection
Author(s): Wentao Fan; Hassen Sallay; Nizar Bouguila
Page(s): 2048 - 2061

8. A Novel Neural Network for Generally Constrained Variational Inequalities
Author(s): Xingbao Gao; Li-Zhi Liao
Page(s): 2062 - 2075

9. Budget Online Learning Algorithm for Least Squares SVM
Author(s): Ling Jian; Shuqian Shen; Jundong Li; Xijun Liang; Lei Li
Page(s): 2076 - 2087

10. Integral Sliding Mode Fault-Tolerant Control for Uncertain Linear Systems Over Networks With Signals Quantization
Author(s): Li-Ying Hao; Ju H. Park; Dan Ye
Page(s): 2088 - 2100

11. Neural Network-Based Passive Filtering for Delayed Neutral-Type Semi-Markovian Jump Systems
Author(s): Peng Shi; Fanbiao Li; Ligang Wu; Cheng-Chew Lim
Page(s): 2101 - 2114

12. Online Regression for Data With Changepoints Using Gaussian Processes and Reusable Models
Author(s): Robert C. Grande; Thomas J. Walsh; Girish Chowdhary; Sarah Ferguson; Jonathan P. How
Page(s): 2115 - 2128

13. Large-Cone Nonnegative Matrix Factorization
Author(s): Tongliang Liu; Mingming Gong; Dacheng Tao
Page(s): 2129 - 2142

14. Containment Control for Second-Order Multiagent Systems Communicating Over Heterogeneous Networks
Author(s): Jiahu Qin; Wei Xing Zheng; Huijun Gao; Qichao Ma; Weiming Fu
Page(s): 2143 - 2155

15. Predictor-Based Neural Dynamic Surface Control for Uncertain Nonlinear Systems in Strict-Feedback Form
Author(s): Zhouhua Peng; Dan Wang; Jun Wang
Page(s): 2156 - 2167

16. Robust Image Regression Based on the Extended Matrix Variate Power Exponential Distribution of Dependent Noise
Author(s): Lei Luo; Jian Yang; Jianjun Qian; Ying Tai; Gui-Fu Lu
Page(s): 2168 - 2182

17. Smooth Neuroadaptive PI Tracking Control of Nonlinear Systems With Unknown and Nonsmooth Actuation Characteristics
Author(s): Yongduan Song; Junxia Guo; Xiucai Huang
Page(s): 2183 - 2195

18. Methodology of Recurrent Laguerre–Volterra Network for Modeling Nonlinear Dynamic Systems
Author(s): Kunling Geng; Vasilis Z. Marmarelis
Page(s): 2196 - 2208

19. Dynamic Surface Control for a Class of Nonlinear Feedback Linearizable Systems With Actuator Failures
Author(s): Kendrick Amezquita Semprun; Lin Yan; Waseem Aslam Butt; Peter C. Y. Chen
Page(s): 2209 - 2214

20. A New Powered Lower Limb Prosthesis Control Framework Based on Adaptive Dynamic Programming
Author(s): Yue Wen; Jennie Si; Xiang Gao; Stephanie Huang; He Helen Huang
Page(s): 2215 - 2220

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