Friday, October 4, 2019

IEEE Transactions on Neural Networks and Learning Systems, Volume 30, Issue 10, October 2019

1. Guest Editorial Special Issue on Discriminative Learning for Model Optimization and Statistical Inference
Author(s): Wangmeng Zuo; Xi Peng; Ling Shao; Danil Prokhorov; Horst Bischof
Pages: 2894 - 2897

2. L1-Norm Heteroscedastic Discriminant Analysis Under Mixture of Gaussian Distributions
Author(s): Wenming Zheng; Cheng Lu; Zhouchen Lin; Tong Zhang; Zhen Cui; Wankou Yang
Pages: 2898 - 2915

3. Efficient Recovery of Low-Rank Matrix via Double Nonconvex Nonsmooth Rank Minimization
Author(s): Hengmin Zhang; Chen Gong; Jianjun Qian; Bob Zhang; Chunyan Xu; Jian Yang
Pages: 2916 - 2925

4. Supervised Discriminative Sparse PCA for Com-Characteristic Gene Selection and Tumor Classification on Multiview Biological Data
Author(s): Chun-Mei Feng; Yong Xu; Jin-Xing Liu; Ying-Lian Gao; Chun-Hou Zheng
Pages: 2926 - 2937

5. Probabilistic Linear Discriminant Analysis With Vectorial Representation for Tensor Data
Author(s): Fujiao Ju; Yanfeng Sun; Junbin Gao; Yongli Hu; Baocai Yin
Pages: 2938 - 2950

6. Semisupervised Discriminant Multimanifold Analysis for Action Recognition
Author(s): Zengmin Xu; Ruimin Hu; Jun Chen; Chen Chen; Junjun Jiang; Jiaofen Li; Hongyang Li
Pages: 2951 - 2962

7. Hypergraph-Induced Convolutional Networks for Visual Classification
Author(s): Heyuan Shi; Yubo Zhang; Zizhao Zhang; Nan Ma; Xibin Zhao; Yue Gao; Jiaguang Sun
Pages: 2963 - 2972

8. Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond
Author(s): Risheng Liu; Xin Fan; Minjun Hou; Zhiying Jiang; Zhongxuan Luo; Lei Zhang
Pages: 2973 - 2986

9. Person Reidentification via Structural Deep Metric Learning
Author(s): Xun Yang; Peicheng Zhou; Meng Wang
Pages: 2987 - 2998

10. Person Reidentification by Joint Local Distance Metric and Feature Transformation
Author(s): Zimo Liu; Huchuan Lu; Xiang Ruan; Ming-Hsuan Yang
Pages: 2999 - 3009

11. Multiview Multitask Gaze Estimation With Deep Convolutional Neural Networks
Author(s): Dongze Lian; Lina Hu; Weixin Luo; Yanyu Xu; Lixin Duan; Jingyi Yu; Shenghua Gao
Pages: 3010 - 3023

12. Spatially Regularized Structural Support Vector Machine for Robust Visual Tracking
Author(s): Yuhui Zheng; Le Sun; Shunfeng Wang; Jianwei Zhang; Jifeng Ning
Pages: 3024 - 3034

13. Dynamic Collaborative Tracking
Author(s): Guibo Zhu; Zhaoxiang Zhang; Jinqiao Wang; Yi Wu; Hanqing Lu
Pages: 3035 - 3046

14. From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning
Author(s): Jingkuan Song; Yuyu Guo; Lianli Gao; Xuelong Li; Alan Hanjalic; Heng Tao Shen
Pages: 3047 - 3058

15. A Local and Global Discriminative Framework and Optimization for Balanced Clustering
Author(s): Junwei Han; Hanyang Liu; Feiping Nie
Pages: 3059 - 3071

16. A Robust AUC Maximization Framework With Simultaneous Outlier Detection and Feature Selection for Positive-Unlabeled Classification
Author(s): Ke Ren; Haichuan Yang; Yu Zhao; Wu Chen; Mingshan Xue; Hongyu Miao; Shuai Huang; Ji Liu
Pages: 3072 - 3083

17. Kernel-Based Distance Metric Learning for Supervised k-Means Clustering
Author(s): Bac Nguyen; Bernard De Baets
Pages: 3084 - 3095

18. A Deep Collaborative Framework for Face Photo–Sketch Synthesis
Author(s): Mingrui Zhu; Jie Li; Nannan Wang; Xinbo Gao
Pages: 3096 - 3108

19. Deep Latent Low-Rank Representation for Face Sketch Synthesis
Author(s): Mingjin Zhang; Nannan Wang; Yunsong Li; Xinbo Gao
Pages: 3109 - 3123

20. Learning Time Series Associated Event Sequences With Recurrent Point Process Networks
Author(s): Shuai Xiao; Junchi Yan; Mehrdad Farajtabar; Le Song; Xiaokang Yang; Hongyuan Zha
Pages: 3124 - 3136

21. Event/Self-Triggered Control for Leader-Following Consensus Over Unreliable Network With DoS Attacks
Author(s): Wenying Xu; Daniel W. C. Ho; Jie Zhong; Bo Chen
Pages: 3137 - 3149

22. Synchronization Control for Network Systems With Communication Constraints
Author(s): Yuanqing Wu; Renquan Lu; Hongyi Li; Shenghuang He
Pages: 3150 - 3160

23. Distributed Extremum Seeking for Optimal Resource Allocation and Its Application to Economic Dispatch in Smart Grids
Author(s): Dong Wang; Mingfei Chen; Wei Wang
Pages: 3161 - 3171

24. Crowdsourced Label Aggregation Using Bilayer Collaborative Clustering
Author(s): Jing Zhang; Victor S. Sheng; Jian Wu
Pages: 3172 - 3185

25. Clone-Based Encoded Neural Networks to Design Efficient Associative Memories
Author(s): Hugues Wouafo; Cyrille Chavet; Philippe Coussy
Pages: 3186 - 3199

26. Learning Algorithm for Boltzmann Machines With Additive Weight and Bias Noise
Author(s): John Sum; Chi-Sing Leung
Pages: 3200 - 3204

27. Nonparametric Dimension Reduction via Maximizing Pairwise Separation Probability
Author(s): Le Yang; Shiji Song; Yanshang Gong; Huang Gao; Cheng Wu
Pages: 3205 - 3210

No comments:

Post a Comment