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

IEEE Transactions on Cognitive and Developmental Systems, Volume 11, Number 3, June 2019.

1. Two Demonstrators Are Better Than One—A Social Robot That Learns to Imitate People With Different Interaction Styles
Author(s): P. Liu, D. F. Glas, T. Kanda and H. Ishiguro
Pages: 319-333

2. A Personalized and Platform-Independent Behavior Control System for Social Robots in Therapy: Development and Applications
Author(s): H. Cao et al.
Pages: 334-346

3. BioVision: A Biomimetics Platform for Intrinsically Motivated Visual Saliency Learning
Author(s): C. Craye, D. Filliat and J. Goudou
Pages: 347-362

4. Personalized Robot Assistant for Support in Dressing
Author(s): A. Jevti et al.
Pages: 363-374

5. A Wireless Multifunctional SSVEP-Based Brain–Computer Interface Assistive System
Author(s): C. Lin et al.
Pages: 375-383

6. Deep Spiking Convolutional Neural Network Trained With Unsupervised Spike-Timing-Dependent Plasticity
Author(s): C. Lee, G. Srinivasan, P. Panda and K. Roy
Pages: 384-394

7. Automatic Object Searching and Behavior Learning for Mobile Robots in Unstructured Environment by Deep Belief Networks
Author(s): J. Wang, V. A. Shim, R. Yan, H. Tang and F. Sun
Pages: 395-404

8. Adaptive Behavior Acquisition of a Robot Based on Affective Feedback and Improvised Teleoperation
Author(s): M. Hirokawa, A. Funahashi, Y. Itoh and K. Suzuki
Pages: 405-413

9. Motor-Imagery-Based Teleoperation of a Dual-Arm Robot Performing Manipulation Tasks
Author(s): Y. Liu et al.
Pages: 414-424

10. BUM: Bayesian User Model for Distributed Learning of User Characteristics From Heterogeneous
Author(s): G. S. Martins, L. Santos and J. Dias
Pages: 425-434

11. Modeling the Co-Emergence of Linguistic Constructions and Action Concepts: The Case of Action Verbs
Author(s): M. Panzner, J. Gaspers and P. Cimiano
Pages: 435-449

12. A System for Noncontact Estimation of Cognitive Load Using Saccadic Parameters Based on a Serio-Parallel Computing Framework 
Author(s): A. Dasgupta, S. M. Bhattacharya and A. Routray
Pages:  450-459

IEEE Transactions on Neural Networks and Learning Systems, Volume 30, Issue 9, September 2019.

1. Learning Discrete-Time Markov Chains Under Concept Drift
Author(s): Manuel Roveri
Pages: 2570 - 2582

2. Semiparametric Clustering: A Robust Alternative to Parametric Clustering
Author(s): Binbin Pan; Huaiqin Dong; Wen-Sheng Chen; Chen Xu
Pages: 2583 - 2597

3. Rescaled Boosting in Classification
Author(s): Yao Wang; Xu Liao; Shaobo Lin
Pages: 2598 - 2610

4. A Novel Equivalent Model of Active Distribution Networks Based on LSTM
Author(s): Chao Zheng; Shaorong Wang; Yilu Liu; Chengxi Liu; Wei Xie; Chen Fang; Shu Liu
Pages: 2611 - 2624

5. Neural Network Controller Design for a Class of Nonlinear Delayed Systems With Time-Varying Full-State Constraints
Author(s): Dapeng Li; C. L. Philip Chen; Yan-Jun Liu; Shaocheng Tong
Pages: 2625 - 2636

6. Submodular Function Optimization for Motion Clustering and Image Segmentation
Author(s): Jianbing Shen; Xingping Dong; Jianteng Peng; Xiaogang Jin; Ling Shao; Fatih Porikli
Pages: 2637 - 2649

7. Regularizing Deep Neural Networks by Enhancing Diversity in Feature Extraction
Author(s): Babajide O. Ayinde; Tamer Inanc; Jacek M. Zurada
Pages: 2650 - 2661

8. A Lagrangian Relaxation Approach for Binary Multiple Instance Classification
Author(s): Annabella Astorino; Antonio Fuduli; Manlio Gaudioso
Pages: 2662 - 2671

9. Learning a Low Tensor-Train Rank Representation for Hyperspectral Image Super-Resolution
Author(s): Renwei Dian; Shutao Li; Leyuan Fang
Pages: 2672 - 2683

10. A Multistage Game in Smart Grid Security: A Reinforcement Learning Solution
Author(s): Zhen Ni; Shuva Paul
Pages: 2684 - 2695

11. Identification and Control of Nonlinear Systems Using Neural Networks: A Singularity-Free Approach
Author(s): Dong-dong Zheng; Yongping Pan; Kai Guo; Haoyong Yu
Pages: 2696 - 2706

12. Task-Oriented GAN for PolSAR Image Classification and Clustering
Author(s): Fang Liu; Licheng Jiao; Xu Tang
Pages: 2707 - 2719

13. Tractable Learning and Inference for Large-Scale Probabilistic Boolean Networks
Author(s): Ifigeneia Apostolopoulou; Diana Marculescu
Pages: 2720 - 2734

14. Less Is More: A Comprehensive Framework for the Number of Components of Ensemble Classifiers
Author(s): Hamed Bonab; Fazli Can
Pages: 2735 - 2745

15. Classification by Sparse Neural Networks
Author(s): Věra Kůrková; Marcello Sanguineti
Pages: 2746 - 2754

16. EEG-Based Spatio–Temporal Convolutional Neural Network for Driver Fatigue Evaluation
Author(s): Zhongke Gao; Xinmin Wang; Yuxuan Yang; Chaoxu Mu; Qing Cai; Weidong Dang; Siyang Zuo
Pages: 2755 - 2763

17. Mining Top-k Useful Negative Sequential Patterns via Learning
Author(s): Xiangjun Dong; Ping Qiu; Jinhu Lü; Longbing Cao; Tiantian Xu
Pages: 2764 - 2778

18. Simultaneously Learning Neighborship and Projection Matrix for Supervised Dimensionality Reduction
Author(s): Yanwei Pang; Bo Zhou; Feiping Nie
Pages: 2779 - 2793

19. Learning With Annotation of Various Degrees
Author(s): Joey Tianyi Zhou; Meng Fang; Hao Zhang; Chen Gong; Xi Peng; Zhiguo Cao; Rick Siow Mong Goh
Pages: 2794 - 2804

20. Adversarial Examples: Attacks and Defenses for Deep Learning
Author(s): Xiaoyong Yuan; Pan He; Qile Zhu; Xiaolin Li
Pages: 2805 - 2824

21. Scalable Proximal Jacobian Iteration Method With Global Convergence Analysis for Nonconvex Unconstrained Composite Optimizations
Author(s): Hengmin Zhang; Jianjun Qian; Junbin Gao; Jian Yang; Chunyan Xu
Pages: 2825 - 2839

22. A Recursive Approach to Quantized H∞ State Estimation for Genetic Regulatory Networks Under Stochastic Communication Protocols
Author(s): Xiongbo Wan; Zidong Wang; Qing-Long Han; Min Wu
Pages: 2840 - 2852

23. A Novel Neural Network for Remote Sensing Image Matching
Author(s): Hao Zhu; Licheng Jiao; Wenping Ma; Fang Liu; Wei Zhao
Pages: 2853 - 2865

24. Bayesian Weight Decay on Bounded Approximation for Deep Convolutional Neural Networks
Author(s): Jung-Guk Park; Sungho Jo
Pages: 2866 - 2875

25. Morphological Convolutional Neural Network Architecture for Digit Recognition
Author(s): Dorra Mellouli; Tarek M. Hamdani; Javier J. Sanchez-Medina; Mounir Ben Ayed; Adel M. Alimi
Pages: 2876 - 2885

26. Unsupervised Feature Selection via Adaptive Multimeasure Fusion
Author(s): Rui Zhang; Feiping Nie; Yunhai Wang; Xuelong Li
Pages: 2886 - 2892

Website live: ICDLEpiRob 2020

2020 Joint IEEE 10th International Conference on Development and Learning and Epigenetic Robotics (ICDLEpiRob)

Date: Sep 7-10, 2020
Place: Valparaíso, Chile
General Chair:  Giulio Sandini and Javier Ruiz-del-Solar
Website: http://icdl-epirob.org

Website live: IEEE CIVEMSA 2020

2020 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (IEEE CIVEMSA 2020)

Date: June 22-24, 2020
Place: Tunis, Tunisia
General Co-Chairs: Emil Petriu and Vincenzo Piuri
Website: https://civemsa2020.ieee-ims.org/

Deadline approaching: ICAART 2020

12th International Conference on Agents and Artificial Intelligence (ICAART)

Full paper submission deadline: 30 October, 2019
Conference date: February 22-24, 2020
Place: Valletta, Malta
General Chair: Jaap van den Herik
Website: http://www.icaart.org/

Deadline approaching: AIDA-AT 2020

2020 International Conference on Artificial Intelligence and Data Analytics for Air Transportation (AIDA-AT)

Regular paper submission deadline: October 4, 2019
Conference date: February 3-4, 2020
Place: Singapore, Singapore
General Chair: Vu Duong
Website: http://event.ntu.edu.sg/aidaat2020/Pages/index.aspx