Monday 2 July 2018

IEEE Transactions on Neural Networks and Learning Systems; Volume 29, Issue 7, July 2018.

The following articles appeared in the latest issue of IEEE Transactions on Neural Networks and Learning Systems: Volume 29, Issue 7, July 2018.

This issue published papers on convolutional neural network, metric learning, approximate dynamic programming, recurrent neural network, transfer learning, boolean network, among others. We welcome your submissions to IEEE TNNLS.

These articles can be retrieved on IEEE Xplore:
http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=5962385
or directly by clicking the individual paper URL below.

IEEE Transactions on Neural Networks and Learning Systems;
Volume 29, Issue 7, July 2018.


1. Driving Under the Influence (of Language)
Author(s): Daniel Paul Barrett; Scott Alan Bronikowski; Haonan Yu; Jeffrey Mark Siskind
Page(s): 2668 - 2683
http://ieeexplore.ieee.org/document/7945487/

2. Cascaded Subpatch Networks for Effective CNNs
Author(s): Xiaoheng Jiang; Yanwei Pang; Manli Sun; Xuelong Li
Page(s): 2684 - 2694
http://ieeexplore.ieee.org/document/7927455/

3. Neighborhood-Based Stopping Criterion for Contrastive Divergence
Author(s): Enrique Romero Merino; Ferran Mazzanti Castrillejo; Jordi Delgado Pin
Page(s): 2695 - 2704
http://ieeexplore.ieee.org/document/7930408/

4. Neural AILC for Error Tracking Against Arbitrary Initial Shifts
Author(s): Mingxuan Sun; Tao Wu; Lejian Chen; Guofeng Zhang
Page(s): 2705 - 2716
http://ieeexplore.ieee.org/document/7930446/

5. RankMap: A Framework for Distributed Learning From Dense Data Sets
Author(s): Azalia Mirhoseini; Eva L. Dyer; Ebrahim M. Songhori; Richard Baraniuk; Farinaz Koushanfar
Page(s): 2717 - 2730
http://ieeexplore.ieee.org/document/7930416/

6. Manifold Preserving: An Intrinsic Approach for Semisupervised Distance Metric Learning
Author(s): Shihui Ying; Zhijie Wen; Jun Shi; Yaxin Peng; Jigen Peng; Hong Qiao
Page(s): 2731 - 2742
http://ieeexplore.ieee.org/document/7931681/

7. Transductive Regression for Data With Latent Dependence Structure
Author(s): Nico Görnitz; Luiz Alberto Lima; Luiz Eduardo Varella; Klaus-Robert Müller; Shinichi Nakajima
Page(s): 2743 - 2756
http://ieeexplore.ieee.org/document/7931640/

8. Variance-Constrained State Estimation for Complex Networks With Randomly Varying Topologies
Author(s): Hongli Dong; Nan Hou; Zidong Wang; Weijian Ren
Page(s): 2757 - 2768
http://ieeexplore.ieee.org/document/7932967/

9. Stability Analysis of Continuous-Time and Discrete-Time Quaternion-Valued Neural Networks With Linear Threshold Neurons
Author(s): Xiaofeng Chen; Qiankun Song; Zhongshan Li; Zhenjiang Zhao; Yurong Liu
Page(s): 2769 - 2781
http://ieeexplore.ieee.org/document/7938721/

10. Improving Sparsity and Scalability in Regularized Nonconvex Truncated-Loss Learning Problems
Author(s): Qing Tao; Gaowei Wu; Dejun Chu
Page(s): 2782 - 2793
http://ieeexplore.ieee.org/document/7940055/

11. Policy Approximation in Policy Iteration Approximate Dynamic Programming for Discrete-Time Nonlinear Systems
Author(s): Wentao Guo; Jennie Si; Feng Liu; Shengwei Mei
Page(s): 2794 - 2807
http://ieeexplore.ieee.org/document/7940070/

12. Multilateral Telecoordinated Control of Multiple Robots With Uncertain Kinematics
Author(s): Di-Hua Zhai; Yuanqing Xia
Page(s): 2808 - 2822
http://ieeexplore.ieee.org/document/7940022/

13. A Peak Price Tracking-Based Learning System for Portfolio Selection
Author(s): Zhao-Rong Lai; Dao-Qing Dai; Chuan-Xian Ren; Ke-Kun Huang
Page(s): 2823 - 2832
http://ieeexplore.ieee.org/document/7942104/

14. Generalized Self-Organizing Maps for Automatic Determination of the Number of Clusters and Their Multiprototypes in Cluster Analysis
Author(s): Marian B. Gorzałczany; Filip Rudziński
Page(s): 2833 - 2845
http://ieeexplore.ieee.org/document/7942027/

15. Event-Triggered Distributed Approximate Optimal State and Output Control of Affine Nonlinear Interconnected Systems
Author(s): Vignesh Narayanan; Sarangapani Jagannathan
Page(s): 2846 - 2856
http://ieeexplore.ieee.org/document/7944635/

16. Online Feature Transformation Learning for Cross-Domain Object Category Recognition
Author(s): Xuesong Zhang; Yan Zhuang; Wei Wang; Witold Pedrycz
Page(s): 2857 - 2871
http://ieeexplore.ieee.org/document/7945493/

17. Improving CNN Performance Accuracies With Min–Max Objective
Author(s): Weiwei Shi; Yihong Gong; Xiaoyu Tao; Jinjun Wang; Nanning Zheng
Page(s): 2872 - 2885
http://ieeexplore.ieee.org/document/7945277/

18. Distribution-Preserving Stratified Sampling for Learning Problems
Author(s): Cristiano Cervellera; Danilo Macciò
Page(s): 2886 - 2895
http://ieeexplore.ieee.org/document/7945296/

19. Training DCNN by Combining Max-Margin, Max-Correlation Objectives, and Correntropy Loss for Multilabel Image Classification
Author(s): Weiwei Shi; Yihong Gong; Xiaoyu Tao; Nanning Zheng
Page(s): 2896 - 2908
http://ieeexplore.ieee.org/document/7947145/

20. Robust Least-Squares Support Vector Machine With Minimization of Mean and Variance of Modeling Error
Author(s): Xinjiang Lu; Wenbo Liu; Chuang Zhou; Minghui Huang
Page(s): 2909 - 2920
http://ieeexplore.ieee.org/document/7947133/

21. Joint Attributes and Event Analysis for Multimedia Event Detection
Author(s): Zhigang Ma; Xiaojun Chang; Zhongwen Xu; Nicu Sebe; Alexander G. Hauptmann
Page(s): 2921 - 2930
http://ieeexplore.ieee.org/document/7949100/

22. Aggregation Analysis for Competitive Multiagent Systems With Saddle Points via Switching Strategies
Author(s): Liying Zhu; Zhengrong Xiang
Page(s): 2931 - 2943
http://ieeexplore.ieee.org/document/7950995/

23. Learning Multimodal Parameters: A Bare-Bones Niching Differential Evolution Approach
Author(s): Yue-Jiao Gong; Jun Zhang; Yicong Zhou
Page(s): 2944 - 2959
http://ieeexplore.ieee.org/document/7954042/

24. Time-Varying System Identification Using an Ultra-Orthogonal Forward Regression and Multiwavelet Basis Functions With Applications to EEG
Author(s): Yang Li; Wei-Gang Cui; Yu-Zhu Guo; Tingwen Huang; Xiao-Feng Yang; Hua-Liang Wei
Page(s): 2960 - 2972
http://ieeexplore.ieee.org/document/7955072/

25. Neural Decomposition of Time-Series Data for Effective Generalization
Author(s): Luke B. Godfrey; Michael S. Gashler
Page(s): 2973 - 2985
http://ieeexplore.ieee.org/document/7955052/

26. Feature Selection Based on Neighborhood Discrimination Index
Author(s): Changzhong Wang; Qinghua Hu; Xizhao Wang; Degang Chen; Yuhua Qian; Zhe Dong
Page(s): 2986 - 2999
http://ieeexplore.ieee.org/document/7956261/

27. Multistability of Recurrent Neural Networks With Nonmonotonic Activation Functions and Unbounded Time-Varying Delays
Author(s): Peng Liu; Zhigang Zeng; Jun Wang
Page(s): 3000 - 3010
http://ieeexplore.ieee.org/document/7959655/

28. Optimal Triggering of Networked Control Systems
Author(s): Ali Heydari
Page(s): 3011 - 3021
http://ieeexplore.ieee.org/document/7959614/

29. Observer-Based Adaptive Fault-Tolerant Tracking Control of Nonlinear Nonstrict-Feedback Systems
Author(s): Chengwei Wu; Jianxing Liu; Yongyang Xiong; Ligang Wu
Page(s): 3022 - 3033
http://ieeexplore.ieee.org/document/7961225/

30. Joint Estimation of Multiple Conditional Gaussian Graphical Models
Author(s): Feihu Huang; Songcan Chen; Sheng-Jun Huang
Page(s): 3034 - 3046
http://ieeexplore.ieee.org/document/7961184/

31. Stability Analysis of Genetic Regulatory Networks With Switching Parameters and Time Delays
Author(s): Tingting Yu; Jianxing Liu; Yi Zeng; Xian Zhang; Qingshuang Zeng; Ligang Wu
Page(s): 3047 - 3058
http://ieeexplore.ieee.org/document/7961251/

32. Adaptive Neural Networks Prescribed Performance Control Design for Switched Interconnected Uncertain Nonlinear Systems
Author(s): Yongming Li; Shaocheng Tong
Page(s): 3059 - 3068
http://ieeexplore.ieee.org/document/7961253/

33. Robust and Efficient Boosting Method Using the Conditional Risk
Author(s): Zhi Xiao; Zhe Luo; Bo Zhong; Xin Dang
Page(s): 3069 - 3083
http://ieeexplore.ieee.org/document/7961197/

34. Learning Deep Generative Models With Doubly Stochastic Gradient MCMC
Author(s): Chao Du; Jun Zhu; Bo Zhang
Page(s): 3084 - 3096
http://ieeexplore.ieee.org/document/7961239/

35. Discriminative Transfer Learning Using Similarities and Dissimilarities
Author(s): Ying Lu; Liming Chen; Alexandre Saidi; Emmanuel Dellandrea; Yunhong Wang
Page(s): 3097 - 3110
http://ieeexplore.ieee.org/document/7968388/

36. Discriminative Block-Diagonal Representation Learning for Image Recognition
Author(s): Zheng Zhang; Yong Xu; Ling Shao; Jian Yang
Page(s): 3111 - 3125
http://ieeexplore.ieee.org/document/7968309/

37. Robustness to Training Disturbances in SpikeProp Learning
Author(s): Sumit Bam Shrestha; Qing Song
Page(s): 3126 - 3139
http://ieeexplore.ieee.org/document/7968359/

38. Bayesian Neighborhood Component Analysis
Author(s): Dong Wang; Xiaoyang Tan
Page(s): 3140 - 3151
http://ieeexplore.ieee.org/document/7968371/

39. p th Moment Exponential Input-to-State Stability of Delayed Recurrent Neural Networks With Markovian Switching via Vector Lyapunov Function
Author(s): Lei Liu; Jinde Cao; Cheng Qian
Page(s): 3152 - 3163
http://ieeexplore.ieee.org/document/7970146/

40. Distributed Adaptive Finite-Time Approach for Formation–Containment Control of Networked Nonlinear Systems Under Directed Topology
Author(s): Yujuan Wang; Yongduan Song; Wei Ren
Page(s): 3164 - 3175
http://ieeexplore.ieee.org/document/7970142/

41. DANoC: An Efficient Algorithm and Hardware Codesign of Deep Neural Networks on Chip
Author(s): Xichuan Zhou; Shengli Li; Fang Tang; Shengdong Hu; Zhi Lin; Lei Zhang
Page(s): 3176 - 3187
http://ieeexplore.ieee.org/document/7983385/

42. Causal Inference on Multidimensional Data Using Free Probability Theory
Author(s): Furui Liu; Lai-Wan Chan
Page(s): 3188 - 3198
http://ieeexplore.ieee.org/document/7983426/

43. Regularized Semipaired Kernel CCA for Domain Adaptation
Author(s): Siamak Mehrkanoon; Johan A. K. Suykens
Page(s): 3199 - 3213
http://ieeexplore.ieee.org/document/7999259/

44. Patch Alignment Manifold Matting
Author(s): Xuelong Li; Kang Liu; Yongsheng Dong; Dacheng Tao
Page(s): 3214 - 3226
http://ieeexplore.ieee.org/document/7999271/

45. Supervised Learning Based on Temporal Coding in Spiking Neural Networks
Author(s): Hesham Mostafa
Page(s): 3227 - 3235
http://ieeexplore.ieee.org/document/7999227/

46. Multiple Structure-View Learning for Graph Classification
Author(s): Jia Wu; Shirui Pan; Xingquan Zhu; Chengqi Zhang; Philip S. Yu
Page(s): 3236 - 3251
http://ieeexplore.ieee.org/document/8047481/

47. Online Heterogeneous Transfer by Hedge Ensemble of Offline and Online Decisions
Author(s): Yuguang Yan; Qingyao Wu; Mingkui Tan; Michael K. Ng; Huaqing Min; Ivor W. Tsang
Page(s): 3252 - 3263
http://ieeexplore.ieee.org/document/8064213/

48. Single-Input Pinning Controller Design for Reachability of Boolean Networks
Author(s): Fangfei Li; Huaicheng Yan; Hamid Reza Karimi
Page(s): 3264 - 3269
http://ieeexplore.ieee.org/document/7946159/

49. Tree-Based Kernel for Graphs With Continuous Attributes
Author(s): Giovanni Da San Martino; Nicolò Navarin; Alessandro Sperduti
Page(s): 3270 - 3276
http://ieeexplore.ieee.org/document/7947106/

50. Sufficient Condition for the Existence of the Compact Set in the RBF Neural Network Control
Author(s): Jiaming Zhu; Zhiqiang Cao; Tianping Zhang; Yuequan Yang; Yang Yi
Page(s): 3277 - 3282
http://ieeexplore.ieee.org/document/7954022/

51. Delayed Feedback Control for Stabilization of Boolean Control Networks With State Delay
Author(s): Rongjian Liu; Jianquan Lu; Yang Liu; Jinde Cao; Zheng-Guang Wu
Page(s): 3283 - 3288
http://ieeexplore.ieee.org/document/7955102/

52. Convolutional Sparse Autoencoders for Image Classification
Author(s): Wei Luo; Jun Li; Jian Yang; Wei Xu; Jian Zhang
Page(s): 3289 - 3294
http://ieeexplore.ieee.org/document/7962256/

53. An Algorithm for Finding the Most Similar Given Sized Subgraphs in Two Weighted Graphs
Author(s): Xu Yang; Hong Qiao; Zhi-Yong Liu
Page(s): 3295 - 3300
http://ieeexplore.ieee.org/document/7968361/

54. Normalization and Solvability of Dynamic-Algebraic Boolean Networks
Author(s): Yang Liu; Jinde Cao; Bowen Li; Jianquan Lu
Page(s): 3301 - 3306
http://ieeexplore.ieee.org/document/7981369/

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