Wednesday, 15 January 2020

IEEE Transactions on Neural Networks and Learning Systems, Volume 31, Issue 1, January 2020

1. Editorial: Another Successful Year and Looking Forward to 2020
Author(s): Haibo He
Pages: 2 - 3

2. Neuromemristive Circuits for Edge Computing: A Review
Author(s): Olga Krestinskaya; Alex Pappachen James; Leon Ong Chua
Pages: 4 - 23

3. Spatially Arranged Sparse Recurrent Neural Networks for Energy Efficient Associative Memory
Author(s): Gouhei Tanaka; Ryosho Nakane; Tomoya Takeuchi; Toshiyuki Yamane; Daiju Nakano; Yasunao Katayama; Akira Hirose
Pages: 24 - 38

4. A Unified Entropy-Based Distance Metric for Ordinal-and-Nominal-Attribute Data Clustering
Author(s): Yiqun Zhang; Yiu-Ming Cheung; Kay Chen Tan
Pages: 39 - 52

5. GeCo: Classification Restricted Boltzmann Machine Hardware for On-Chip Semisupervised Learning and Bayesian Inference
Author(s): Wooseok Yi; Junki Park; Jae-Joon Kim
Pages: 53 - 65

6. Adaptive Neural Network Learning Controller Design for a Class of Nonlinear Systems With Time-Varying State Constraints
Author(s): Yan-Jun Liu; Lei Ma; Lei Liu; Shaocheng Tong; C. L. Philip Chen
Pages: 66 - 75

7. Event-Triggered Optimal Control With Performance Guarantees Using Adaptive Dynamic Programming
Author(s): Biao Luo; Yin Yang; Derong Liu; Huai-Ning Wu
Pages: 76 - 88

8. 3-D Learning-Enhanced Adaptive ILC for Iteration-Varying Formation Tasks
Author(s): Yu Hui; Ronghu Chi; Biao Huang; Zhongsheng Hou
Pages: 89 - 99

9. Reservoir Computing Universality With Stochastic Inputs
Author(s): Lukas Gonon; Juan-Pablo Ortega
Pages: 100 - 112

10. Automatic Sleep Staging Employing Convolutional Neural Networks and Cortical Connectivity Images
Author(s): Panteleimon Chriskos; Christos A. Frantzidis; Polyxeni T. Gkivogkli; Panagiotis D. Bamidis; Chrysoula Kourtidou-Papadeli
Pages: 113 - 123

11. Cell-Coupled Long Short-Term Memory With L-Skip Fusion Mechanism for Mood Disorder Detection Through Elicited Audiovisual Features
Author(s): Ming-Hsiang Su; Chung-Hsien Wu; Kun-Yi Huang; Tsung-Hsien Yang
Pages: 124 - 135

12. Self-Tuning Neural Predictive Control Scheme for Ultrabattery to Emulate a Virtual Synchronous Machine in Autonomous Power Systems
Author(s): Abdul Saleem Mir; Nilanjan Senroy
Pages: 136 - 147

13. Scalable Digital Neuromorphic Architecture for Large-Scale Biophysically Meaningful Neural Network With Multi-Compartment Neurons
Author(s): Shuangming Yang; Bin Deng; Jiang Wang; Huiyan Li; Meili Lu; Yanqiu Che; Xile Wei; Kenneth A. Loparo
Pages: 148 - 162

14. Set-Membership Estimation for Complex Networks Subject to Linear and Nonlinear Bounded Attacks
Author(s): Haiyu Song; Peng Shi; Cheng-Chew Lim; Wen-An Zhang; Li Yu
Pages: 163 - 173

15. A New Timing Error Cost Function for Binary Time Series Prediction
Author(s): François Rivest; Richard Kohar
Pages: 174 - 185

16. Leveraging Coupled Interaction for Multimodal Alzheimer’s Disease Diagnosis
Author(s): Yinghuan Shi; Heung-Il Suk; Yang Gao; Seong-Whan Lee; Dinggang Shen
Pages: 186 - 200

17. The Forbidden Region Self-Organizing Map Neural Network
Author(s): Antonio Díaz Ramos; Ezequiel López-Rubio; Esteban J. Palomo
Pages: 201 - 211

18. HONN-Based Adaptive ILC for Pure-Feedback Nonaffine Discrete-Time Systems With Unknown Control Directions
Author(s): Qing-Yuan Xu; Xiao-Dong Li
Pages: 212 - 224

19. Further Results on Adaptive Stabilization of High-Order Stochastic Nonlinear Systems Subject to Uncertainties
Author(s): Huifang Min; Shengyuan Xu; Jason Gu; Baoyong Zhang; Zhengqiang Zhang
Pages: 225 - 234

20. Attack Detection and Approximation in Nonlinear Networked Control Systems Using Neural Networks
Author(s): Haifeng Niu; Chandreyee Bhowmick; Sarangapani Jagannathan
Pages: 235 - 245

21. Multiple Instance Learning for Multiple Diverse Hyperspectral Target Characterizations
Author(s): Ping Zhong; Zhiqiang Gong; Jiaxin Shan
Pages: 246 - 258

22. Learning-Based Robust Tracking Control of Quadrotor With Time-Varying and Coupling Uncertainties
Author(s): Chaoxu Mu; Yong Zhang
Pages: 259 - 273

23. A Time Wave Neural Network Framework for Solving Time-Dependent Project Scheduling Problems
Author(s): Wei Huang; Liang Gao
Pages: 274 - 283

24. A Conclusive Analysis of the Finite-Time Behavior of the Discretized Pursuit Learning Automaton
Author(s): Xuan Zhang; Lei Jiao; B. John Oommen; Ole-Christoffer Granmo
Pages: 284 - 294

25. Semisupervised Text Classification by Variational Autoencoder
Author(s): Weidi Xu; Ying Tan
Pages: 295 - 308

26. A Novel Concept Drift Detection Method for Incremental Learning in Nonstationary Environments
Author(s): Zhe Yang; Sameer Al-Dahidi; Piero Baraldi; Enrico Zio; Lorenzo Montelatici
Pages: 309 - 320

27. Attribute-Guided Network for Cross-Modal Zero-Shot Hashing
Author(s): Zhong Ji; Yuxin Sun; Yunlong Yu; Yanwei Pang; Jungong Han
Pages: 321 - 330

28. Associative Memories With Synaptic Delays
Author(s): Janusz A. Starzyk; Łukasz Maciura; Adrian Horzyk
Pages: 331 - 344

29. Augmenting Recurrent Neural Networks Resilience by Dropout
Author(s): Davide Bacciu; Francesco Crecchi
Pages: 345 - 351

30. Noise Robust Projection Rule for Hyperbolic Hopfield Neural Networks
Author(s): Masaki Kobayashi
Pages: 352 - 356

IEEE Transactions on Neural Networks and Learning Systems, Volume 30, Issue 12, December 2019.

1. Guest Editorial Special Issue on Intelligent Control Through Neural Learning and Optimization for Human–Machine Hybrid Systems
Author(s): Wei He; Changyin Sun; Donald C. Wunsch; Richard Yi Da Xu
Pages: 3530 - 3533

2. Multi Pseudo Q-Learning-Based Deterministic Policy Gradient for Tracking Control of Autonomous Underwater Vehicles
Author(s): Wenjie Shi; Shiji Song; Cheng Wu; C. L. Philip Chen
Pages: 3534 - 3546

3. Robust State/Output-Feedback Control of Coaxial-Rotor MAVs Based on Adaptive NN Approach
Author(s): Jinglan Li; Qinmin Yang; Bo Fan; Youxian Sun
Pages: 3547 - 3557

4. Adaptive Neural Control of a Kinematically Redundant Exoskeleton Robot Using Brain–Machine Interfaces
Author(s): Zhijun Li; Junjun Li; Suna Zhao; Yuxia Yuan; Yu Kang; C. L. Philip Chen
Pages: 3558 - 3571

5. Neural Adaptive Backstepping Control of a Robotic Manipulator With Prescribed Performance Constraint
Author(s): Qing Guo; Yi Zhang; Branko G. Celler; Steven W. Su
Pages: 3572 - 3583

6. Nonrigid Point Set Registration With Robust Transformation Learning Under Manifold Regularization
Author(s): Jiayi Ma; Jia Wu; Ji Zhao; Junjun Jiang; Huabing Zhou; Quan Z. Sheng
Pages: 3584 - 3597

7. Learning Accurate and Stable Dynamical System Under Manifold Immersion and Submersion
Author(s): Shaokun Jin; Zhiyang Wang; Yongsheng Ou; Wei Feng
Pages: 3598 - 3610

8. Adaptive Neural Network Tracking Control for Robotic Manipulators With Dead Zone
Author(s): Qi Zhou; Shiyi Zhao; Hongyi Li; Renquan Lu; Chengwei Wu
Pages: 3611 - 3620

9. Admittance-Based Adaptive Cooperative Control for Multiple Manipulators With Output Constraints
Author(s): Yong Li; Chenguang Yang; Weisheng Yan; Rongxin Cui; Andy Annamalai
Pages: 3621 - 3632

10. Neural Network-Based Adaptive Consensus Control for a Class of Nonaffine Nonlinear Multiagent Systems With Actuator Faults
Author(s): Jiahu Qin; Gaosheng Zhang; Wei Xing Zheng; Yu Kang
Pages: 3633 - 3644

11. Designing Fully Distributed Adaptive Event-Triggered Controllers for Networked Linear Systems With Matched Uncertainties
Author(s): Bin Cheng; Zhongkui Li
Pages: 3645 - 3655

12. Leader Selection via Supermodular Game for Formation Control in Multiagent Systems
Author(s): Lei Xue; Xianghui Cao
Pages: 3656 - 3664

13. Genetic Algorithm-Based Sensor Allocation With Nonlinear Centralized Fusion Observable Degree
Author(s): Quanbo Ge; Qinmin Yang; Peng Zhuo; Guanglun Liu; Shuaishuai Tang
Pages: 3665 - 3673

14. Time-Varying Formation Tracking for UAV Swarm Systems With Switching Directed Topologies
Author(s): Xiwang Dong; Yangfan Li; Chuang Lu; Guoqiang Hu; Qingdong Li; Zhang Ren
Pages: 3674 - 3685

15. Adaptive Neural Control of Underactuated Surface Vessels With Prescribed Performance Guarantees
Author(s): Shi-Lu Dai; Shude He; Min Wang; Chengzhi Yuan
Pages: 3686 - 3698

16. A Stochastic Sampling Mechanism for Time-Varying Formation of Multiagent Systems With Multiple Leaders and Communication Delays
Author(s): Housheng Su; Jinxin Zhang; Xia Chen
Pages: 3699 - 3707

17. Adaptive Discrete-Time Flight Control Using Disturbance Observer and Neural Networks
Author(s): Shuyi Shao; Mou Chen; Youmin Zhang
Pages: 3708 - 3721

18. Exponential Synchronization and L2-Gain Analysis of Delayed Chaotic Neural Networks Via Intermittent Control With Actuator Saturation
Author(s): Hong Sang; Jun Zhao
Pages: 3722 - 3734

19. Data-Driven Robust Control of Discrete-Time Uncertain Linear Systems via Off-Policy Reinforcement Learning
Author(s): Yongliang Yang; Zhishan Guo; Haoyi Xiong; Da-Wei Ding; Yixin Yin; Donald C. Wunsch
Pages: 3735 - 3747

20. Effects of Subsystem and Coupling on Synchronization of Multiple Neural Networks With Delays via Impulsive Coupling
Author(s): Jiejie Chen; Boshan Chen; Zhigang Zeng; Ping Jiang
Pages: 3748 - 3758

21. Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation
Author(s): Lei Zhang; Shanshan Wang; Guang-Bin Huang; Wangmeng Zuo; Jian Yang; David Zhang
Pages: 3759 - 3773

22. Beyond Majority Voting: A Coarse-to-Fine Label Filtration for Heavily Noisy Labels
Author(s): Bo Han; Ivor W. Tsang; Ling Chen; Joey Tianyi Zhou; Celina P. Yu
Pages: 3774 - 3787

23. Weighted Mixed-Norm Regularized Regression for Robust Face Identification
Author(s): Jianwei Zheng; Kechen Lou; Xi Yang; Cong Bai; Jinhui Tang
Pages: 3788 - 3802

24. Kinodynamic Motion Planning With Continuous-Time Q-Learning: An Online, Model-Free, and Safe Navigation Framework
Author(s): George P. Kontoudis; Kyriakos G. Vamvoudakis
Pages: 3803 - 3817

25. Nonpeaked Discriminant Analysis for Data Representation
Author(s): Qiaolin Ye; Zechao Li; Liyong Fu; Zhao Zhang; Wankou Yang; Guowei Yang
Pages: 3818 - 3832

26. O(2)-Valued Hopfield Neural Networks
Author(s): Masaki Kobayashi
Pages: 3833 - 3838

27. Partial Diffusion Kalman Filtering for Distributed State Estimation in Multiagent Networks
Author(s): Vahid Vahidpour; Amir Rastegarnia; Azam Khalili; Saeid Sanei
Pages: 3839 - 3846

28. Feature Aggregation With Reinforcement Learning for Video-Based Person Re-Identification
Author(s): Wei Zhang; Xuanyu He; Weizhi Lu; Hong Qiao; Yibin Li
Pages: 3847 - 3852

Sunday, 29 December 2019

Submission Deadlines Approaching

Conference: 2020 IEEE World Congress on Computational Intelligence (IEEE WCCI 2020)
Dates: July 19-24, 2020
Place: Glasgow, UK
General Co-Chairs: Amir Hussain, Marios M. Polycarpou, Xin Yao
Website: https://www.wcci2020.org


Conference: 2020 International Symposium on Autonomous Systems (ISAS 2020)
Dates: May 28-30, 2020
Place: Guangzhou, China
General Co-Chairs: TBA
Website: http://www.isas.cqu.edu.cn/


Conference: 18th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2020)
Dates: June 15-19, 2020
Place: Lisbon, Portugal
General Chairs: Joao Paulo Carvalho
Website: https://ipmu2020.inesc-id.pt/


Conference: 2020 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (IEEE CIVEMSA 2020)
Dates: June 22-24, 2020
Place: Tunis, Tunisia
General Co-Chairs: Emil Petriu and Vincenzo Piuri
Website: http://civemsa.ieeeims.org/

Website live: DSAA 2020

2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA)
October 6-9, 2020
Place:  Sydney, Australia
General Chair: Vipin Kumar and Usama Fayyad
Website: http://203.170.84.89/~idawis33/dsaa2020/call-for-papers/

Tuesday, 26 November 2019

Recently approved conferences with co-sponsorship

2020 International Conference on Process Mining (ICPM 2020)
Date: October 5-8, 2020
Place: Padua, Italy
General Co-Chairs: Massimiliano de Leoni and Alessandro Sperduti
Website: https://icpmconference.org/2020/


18th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2020)
Date: June 15-19, 2020
Place: Lisbon, Portugal
General Chairs: Joao Paulo Carvalho
Website: https://ipmu2020.inesc-id.pt/


5th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA CECNSM 2020)

Date: September 25-27, 2020
Place: Corfu, Greece
General Co-Chairs: Michael Dossis and Christos Douligeris
Website: http://hilab.di.ionio.gr/seeda2020/

Conference with submission deadline approaching - IEEE EAIS 2020, January 10 2020

2020 IEEE Conference on Evolving and Adaptive Intelligent Systems (IEEE EAIS 2020)

Date: May 27-29, 2020
Place: Bari, Italy
General Co-Chairs: Giovanna Castellano and Corrado Mencar
Website: http://eais2020.di.uniba.it

Tuesday, 5 November 2019

IEEE Transactions on Neural Networks and Learning Systems; Volume 30, Issue 11, November 2019.

1. Object Detection With Deep Learning: A Review
Author(s): Zhong-Qiu Zhao; Peng Zheng; Shou-Tao Xu; Xindong Wu
Pages: 3212 - 3232

2. Parallel Coordinate Descent Newton Method for Efficient L1-Regularized Loss Minimization
Author(s): Yatao An Bian; Xiong Li; Yuncai Liu; Ming-Hsuan Yang
Pages: 3233 - 3245

3. Cluster Synchronization for Neutral Stochastic Delay Networks via Intermittent Adaptive Control
Author(s): Huabin Chen; Peng Shi; Cheng-Chew Lim
Pages: 3246 - 3259

4. Variational Inference for 3-D Localization and Tracking of Multiple Targets Using Multiple Cameras
Author(s): Moonsub Byeon; Minsik Lee; Kikyung Kim; Jin Young Choi
Pages: 3260 - 3274

5. Separability and Compactness Network for Image Recognition and Superresolution
Author(s): Liguo Zhou; Zhongyuan Wang; Yimin Luo; Zixiang Xiong
Pages: 3275 - 3286

6. Utilizing Unlabeled Data to Detect Electricity Fraud in AMI: A Semisupervised Deep Learning Approach
Author(s): Tianyu Hu; Qinglai Guo; Xinwei Shen; Hongbin Sun; Rongli Wu; Haoning Xi
Pages: 3287 - 3299

7. Neural Adaptive Event-Triggered Control for Nonlinear Uncertain Stochastic Systems With Unknown Hysteresis
Author(s): Jianhui Wang; Zhi Liu; Yun Zhang; C. L. Philip Chen
Pages: 3300 - 3312

8. Features Combined From Hundreds of Midlayers: Hierarchical Networks With Subnetwork Nodes
Author(s): Yimin Yang; Q. M. Jonathan Wu
Pages: 3313 - 3325

9. Natural Language Statistical Features of LSTM-Generated Texts
Author(s): Marco Lippi; Marcelo A. Montemurro; Mirko Degli Esposti; Giampaolo Cristadoro
Pages: 3326 - 3337

10. An Accelerated Linearly Convergent Stochastic L-BFGS Algorithm
Author(s): Daqing Chang; Shiliang Sun; Changshui Zhang
Pages: 3338 - 3346

11. 3-D PersonVLAD: Learning Deep Global Representations for Video-Based Person Reidentification
Author(s): Lin Wu; Yang Wang; Ling Shao; Meng Wang
Pages: 3347 - 3359

12. Computing Time-Varying Quadratic Optimization With Finite-Time Convergence and Noise Tolerance: A Unified Framework for Zeroing Neural Network
Author(s): Lin Xiao; Kenli Li; Mingxing Duan
Pages: 3360 - 3369

13. Multistep Prediction of Dynamic Systems With Recurrent Neural Networks
Author(s): Nima Mohajerin; Steven L. Waslander
Pages: 3370 - 3383

14. New Results on Stability Analysis for Delayed Markovian Generalized Neural Networks With Partly Unknown Transition Rates
Author(s): Ruimei Zhang; Deqiang Zeng; Xinzhi Liu; Shouming Zhong; Jun Cheng
Pages: 3384 - 3395

15. Short Sequence Classification Through Discriminable Linear Dynamical System
Author(s): Yang Li; Junyuan Hong; Huanhuan Chen
Pages: 3396 - 3408

16. Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning
Author(s): Nat Dilokthanakul; Christos Kaplanis; Nick Pawlowski; Murray Shanahan
Pages: 3409 - 3418

17. Balanced Decoupled Spatial Convolution for CNNs
Author(s): Guotian Xie; Kuiyuan Yang; Ting Zhang; Jingdong Wang; Jianhuang Lai
Pages: 3419 - 3432

18. A Greedy Assist-as-Needed Controller for Upper Limb Rehabilitation
Author(s): Lincong Luo; Liang Peng; Chen Wang; Zeng-Guang Hou
Pages: 3433 - 3443

19. A Novel Dual Successive Projection-Based Model-Free Adaptive Control Method and Application to an Autonomous Car
Author(s): Shida Liu; Zhongsheng Hou; Taotao Tian; Zhidong Deng; Zhenxuan Li
Pages: 3444 - 3457

20. Memristive Imitation of Synaptic Transmission and Plasticity
Author(s): Zubaer Ibna Mannan; Shyam Prasad Adhikari; Changju Yang; Ram Kaji Budhathoki; Hyongsuk Kim; Leon Chua
Pages: 3458 - 3470

21. Large-Margin Label-Calibrated Support Vector Machines for Positive and Unlabeled Learning
Author(s): Chen Gong; Tongliang Liu; Jian Yang; Dacheng Tao
Pages: 3471 - 3483

22. Evaluate the Malignancy of Pulmonary Nodules Using the 3-D Deep Leaky Noisy-OR Network
Author(s): Fangzhou Liao; Ming Liang; Zhe Li; Xiaolin Hu; Sen Song
Pages: 3484 - 3495

23. Incremental Local Distribution-Based Clustering Using Bayesian Adaptive Resonance Theory
Author(s): Ling Wang; Hui Zhu; Jianyao Meng; Wei He
Pages: 3496 - 3504

24. Episodic Memory in Minicolumn Associative Knowledge Graphs
Author(s): Basawaraj; Janusz A. Starzyk; Adrian Horzyk
Pages: 3505 - 3516

25. Low-Rank Matrix Learning Using Biconvex Surrogate Minimization
Author(s): En-Liang Hu; James T. Kwok
Pages: 3517 - 3527

26. Errata: Distributed Event-Triggered Adaptive Control for Cooperative Output Regulation of Heterogeneous Multi-Agent Systems Under Switching Topology
Author(s): Ruohan Yang; Hao Zhang; Gang Feng; Huaicheng Yan
Pages: 3528 - 3528