Monday, 22 June 2020

Conference Announcements

Newly announced conference

2022 IEEE World Congress on Computational Intelligence (IEEE WCCI 2022)
July 18-23, 2022
Place: Padua, Italy
General Co-Chairs: Marco Gori and Alessandro Sperduti
Website: TBA

One month before submission deadline

7th International Conference on Behavioural and Social Computing (BESC 2020)
November 5-7, 2020
Place: Bournemouth, UK
General Chair: John McAlaney

2020 IEEE Smart World Conference (IEEE SWC 2020)
December 8-10, 2020
Place: Melbourne, Australia
General Co-Chairs: Stephen Yau, Mazin Yousif, Jinjun Chen

Upcoming conference

2020 IEEE World Congress on Computational Intelligence (IEEE WCCI 2020)
July 19-24, 2020
Place: Glasgow, UK
General Co-Chairs: Amir Hussain, Marios M. Polycarpou, Xin Yao

Conference postponed by 1 year

2021 IEEE Latin American Conference on Computational Intelligence (LA-CCI)
November 2-4, 2021
Place: Temuco, Chile
General Co-Chairs: Millaray Curilem and Doris Saez

IEEE Transactions on Cognitive and Developmental Systems; Volume 12, Number 2, June 2020

1. Guest Editorial Special Issue on Multidisciplinary Perspectives on Mechanisms of Language Learning
Author(s): Malte Schilling ; Katharina J. Rohlfing ; Paul Vogt ; Chen Yu ; Michael Spranger
Page(s): 134 - 138

2. An Epigenetic Approach to Semantic Categories
Author(s): Peter Gärdenfors
Page(s): 139 - 147

3. Quantifying the Role of Vocabulary Knowledge in Predicting Future Word Learning
Author(s): Nicole M. Beckage ; Michael C. Mozer ; Eliana Colunga
Page(s): 148 - 159

4. Neurocomputational Models Capture the Effect of Learned Labels on Infants’ Object and Category Representations
Author(s): Arthur Capelier-Mourguy ; Katherine E. Twomey ; Gert Westermann
Page(s): 160 - 168

5. Integrating Image-Based and Knowledge-Based Representation Learning
Author(s): Ruobing Xie ; Stefan Heinrich ; Zhiyuan Liu ; Cornelius Weber ; Yuan Yao ; Stefan Wermter ; Maosong Sun
Page(s): 169 - 178

6. Teach Your Robot Your Language! Trainable Neural Parser for Modeling Human Sentence Processing: Examples for 15 Languages
Author(s): Xavier Hinaut ; Johannes Twiefel
Page(s): 179 - 188

7. The Subject–Object Asymmetry Revisited: Experimental and Computational Approaches to the Role of Information Structure in Children’s Argument Omissions
Author(s): Eileen Graf ; Anna Theakston ; Daniel Freudenthal ; Elena Lieven
Page(s): 189 - 197

8. Social Reinforcement in Artificial Prelinguistic Development: A Study Using Intrinsically Motivated Exploration Architectures
Author(s): Juan M. Acevedo-Valle ; Verena V. Hafner ; Cecilio Angulo
Page(s): 198 - 208

9. Beyond the Self: Using Grounded Affordances to Interpret and Describe Others’ Actions
Author(s): Giovanni Saponaro ; Lorenzo Jamone ; Alexandre Bernardino ; Giampiero Salvi
Page(s): 209 - 221

10. When Object Color Is a Red Herring: Extraneous Perceptual Information Hinders Word Learning via Referent Selection
Author(s): Jessica S. Horst ; Katherine E. Twomey ; Anthony F. Morse ; Rosie Nurse ; Angelo Cangelosi
Page(s): 222 - 231

11. Adults Use Cross-Situational Statistics for Word Learning in a Conservative Way
Author(s): Suzanne Aussems ; Paul Vogt
Page(s): 232 - 242

12. Joint Attention in Hearing Parent–Deaf Child and Hearing Parent–Hearing Child Dyads
Author(s): Heather Bortfeld ; John S. Oghalai
Page(s): 243 - 249

13. Self-Supervised Vision-Based Detection of the Active Speaker as Support for Socially Aware Language Acquisition
Author(s): Kalin Stefanov ; Jonas Beskow ; Giampiero Salvi
Page(s): 250 - 259

14. Multimodal Turn-Taking: Motivations, Methodological Challenges, and Novel Approaches
Author(s): Katharina J. Rohlfing ; Giuseppe Leonardi ; Iris Nomikou ; Joanna Rączaszek-Leonardi ; Eyke Hüllermeier
Page(s): 260 - 271

15. Concrete Action Representation Model: From Neuroscience to Robotics
Author(s): John Nassour ; Tran Duy Hoa ; Payam Atoofi ; Fred Hamker
Page(s): 272 - 284

16. Applying a Psychotherapeutic Theory to the Modeling of Affective Intelligent Agents
Author(s): Yanet Sánchez ; Teresa Coma ; Antonio Aguelo ; Eva Cerezo
Page(s): 285 - 299

17. Interactions With Reconfigurable Modular Robots Enhance Spatial Reasoning Performance
Author(s): Minjing Yu ; Yong-Jin Liu ; Yulin Zhang ; Guozhen Zhao ; Chun Yu ; Yuanchun Shi
Page(s): 300 - 310

18. Facial Expression Recognition via Deep Action Units Graph Network Based on Psychological Mechanism
Author(s): Yang Liu ; Xingming Zhang ; Yubei Lin ; Haoxiang Wang
Page(s): 311 - 322

19. Regression-Based Continuous Driving Fatigue Estimation: Toward Practical Implementation
Author(s): Rohit Bose ; Hongtao Wang ; Andrei Dragomir ; Nitish V. Thakor ; Anastasios Bezerianos ; Junhua Li
Page(s): 323 - 331

20. Perceptual Modeling of Tinnitus Pitch and Loudness
Author(s): Richard Gault ; Thomas Martin McGinnity ; Sonya Coleman
Page(s): 332 - 343

21. Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity
Author(s): Jinpeng Li ; Shuang Qiu ; Changde Du ; Yixin Wang ; Huiguang He
Page(s): 344 - 353

22. Intraindividual Completion Time Modulates the Prediction Error Negativity in a Virtual 3-D Object Selection Task
Author(s): Avinash Kumar Singh ; Hsiang-Ting Chen ; Klaus Gramann ; Chin-Teng Lin
Page(s): 354 - 360

23. A Concealed Information Test System Based on Functional Brain Connectivity and Signal Entropy of Audio–Visual ERP
Author(s): Wenwen Chang ; Hong Wang ; Zhiguo Lu ; Chong Liu
Page(s): 361 - 370

Special Issue on Artificial Intelligence and Edge Computing for Trustworthy Robots and Autonomous Systems
Page(s): 371 - 372

Special Issue on Intrinsically Motivated Open-Ended Learning
Page(s): 373 - 373

Special Issue on Emerging Topics on Development and Learning
Page(s): 374 - 374

Monday, 25 May 2020

Conference Announcements

Newly approved conferences

7th International Conference on Behavioural and Social Computing (BESC)
Date: November 5-7, 2020
Place: Bournemouth, UK
General Chair: John McAlaney

2020 2nd International Conference on Industrial Artificial Intelligence (IAS)
Date: October 23-25, 2020
Place: Shenyang, Liaoning, China
General Chair: Tianyou Chai

Paper deadline approaching

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

Conference dates approaching

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 Chair: Joao Paulo Carvalho

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: Adel M. Alimi and Habib M. Kammoun

15th International Workshop on Semantic and Social Media Adaptation & Personalization (SMAP)
Date: July 1-2, 2020
Place: Zakinthos, Greece
General Chair: Evaggelos Spyrou

Friday, 24 April 2020

Conference Announcements

Recently approved conferences with technical co-sponsorship

2020 Fourth International Conference on Intelligent Computing in Data Sciences (ICDS 2020)
Date: October 21-23, 2020
Place: Fez, Morocco
General Co-Chairs: Robert Kozma, Chakir Loqman, Mohammed Mestari

7th International Conference on Soft Computing and Machine Intelligence (ISCMI 2020)
Date: November 14-15, 2020
Place: Stockholm, Sweden
General Chair: Suash Deb

Submission deadline approaching

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

2020 International Symposium on Autonomous Systems (ISAS 2020)
Date: May 28-30, 2020
Place: Guangzhou, China
General Co-Chairs: Hai-Long Pei and Yong-Duan Song

Thursday, 26 March 2020

IEEE Transactions on Cognitive and Developmental Systems Vol.12, No.1, March 2020

1. A Furcated Visual Collision Avoidance System for an Autonomous Microrobot
Author(s): H. Isakhani, N. Aouf, O. Kechagias-Stamatis and J. F. Whidborne
Pages: 1-11

2. Can the Evidence for Explanatory Reasoning Be Explained Away?
Author(s): I. Douven
Pages: 12-17

3. Cooperative Manipulation for a Mobile Dual-Arm Robot Using Sequences of Dynamic Movement Primitives
Author(s): T. Zhao, M. Deng, Z. Li and Y. Hu
Pages: 18-29

4. Abnormal Event Detection From Videos Using a Two-Stream Recurrent Variational Autoencoder
Author(s): S. Yan, J. S. Smith, W. Lu and B. Zhang
Pages: 30-42

5. Robotic-Assisted Rehabilitation Trainer Improves Balance Function in Stroke Survivors
Author(s): J. Ji, T. Song, S. Guo, F. Xi and H. Wu
Pages: 43-53

6. DeepFeat: A Bottom-Up and Top-Down Saliency Model Based on Deep Features of Convolutional Neural Networks
Author(s): A. Mahdi, J. Qin and G. Crosby
Pages: 54-63

7. Selective Perception as a Mechanism to Adapt Agents to the Environment: An Evolutionary Approach
Author(s): M. Ramicic and A. Bonarini
Pages: 64-72

8. Zero-Shot Classification Based on Multitask Mixed Attribute Relations and Attribute-Specific Features
Author(s): P. Gong, X. Wang, Y. Cheng, Z. J. Wang and Q. Yu
Pages: 73-83

9. Semantic Relational Object Tracking
Author(s): A. Persson, P. Zuidberg Dos Martires, L. De Raedt and A. Loutfi
Pages: 84-97

10. Memory Mechanisms for Discriminative Visual Tracking Algorithms With Deep Neural Networks
Author(s): L. Wang, L. Zhang, J. Wang and Z. Yi
Pages: 98-108

11. Usage-Based Learning in Human Interaction With an Adaptive Virtual Assistant
Author(s): C. Delgrange, J. Dussoux and P. F. Dominey
Pages: 109-123

12. A Brain-Inspired Visual Fear Responses Model for UAV Emergent Obstacle Dodging
Author(s): F. Zhao, Q. Kong, Y. Zeng and B. Xu
Pages: 124-132

IEEE Transactions on Cognitive and Developmental Systems, Vol.11, No.4, Dec. 2019

1. Evaluation of Internal Models in Autonomous Learning
Author(s): S. C. Smith and J. M. Herrmann
Pages: 463-472

2. Anomalous Behaviors Detection in Moving Crowds Based on a Weighted Convolutional Autoencoder-Long Short-Term Memory Network
Author(s): B. Yang, J. Cao, N. Wang and X. Liu
Pages: 473-482

3. A Workload Balanced Algorithm for Task Assignment and Path Planning of Inhomogeneous Autonomous Underwater Vehicle System
Author(s): M. Chen and D. Zhu
Pages: 483-493

4. Symbol Emergence in Cognitive Developmental Systems: A Survey
Author(s): T. Taniguchi et al.
Pages: 494-516

5. Electroencephalogram Emotion Recognition Based on Empirical Mode Decomposition and Optimal Feature Selection
Author(s): Z. Liu, Q. Xie, M. Wu, W. Cao, D. Li and S. Li
Pages: 517-526

6. Brain Teleoperation Control of a Nonholonomic Mobile Robot Using Quadrupole Potential Function
Author(s): W. Yuan and Z. Li
Pages: 527-538

7. Semi-Supervised Learning Based on GAN With Mean and Variance Feature Matching
Author(s): C. Hu, X. Wu and J. Kittler
Pages: 539-547

8. Optimal Control of Eye Movements During Visual Search
Author(s): A. Vasilyev
Pages: 548-559

9. Automatic Pupillary Light Reflex Detection in Eyewear Computing
Author(s): H. K. Wong, J. Epps and S. Chen
Pages: 560-572

10. Multitask Learning for Object Localization With Deep Reinforcement Learning
Author(s): Y. Wang, L. Zhang, L. Wang and Z. Wang
Pages: 573-580

11. Project R-CASTLE: Robotic-Cognitive Adaptive System for Teaching and Learning
Author(s): D. Tozadore et al.
Pages: 581-589

Conference Announcements

Upcoming Conferences

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

2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA)
Date: October 6-9, 2020
Place: Sydney, Australia
General Chair: Vipin Kumar and Usama Fayyad

2020 IEEE Latin American Conference on Computational Intelligence (LA-CCI)
Date: November 4-6, 2020
Place: Temuco, Chile
General Chair: Millaray Curilem and Doris Saez

Submission Deadline Approaching

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

Recently approved conference

2021 IEEE Smart World Conference
Date: October 18-21, 2021
Place: Atlanta, USA
General Co-Chairs: Yi Pan, Rajshekhar Sunderraman, Yanqing Zhang
Website: TBA

Thursday, 12 March 2020

Call for IEEE TNNLS Outstanding Paper Award Nomination

We are accepting nominations for the IEEE TNNLS Outstanding Paper Award, a prestigious award in recognizing outstanding papers published in TNNLS. Here are the important information:
  1. For the current round of competition, any paper published in 2018 (Volume 29) of TNNLS is eligible for consideration.
  2. The nomination deadline is April 30, 2020 (strict deadline).
  3. The complete nomination packet must include the following information: Nominator, Full Citation of the Nominated Paper (including author names, paper title, publication volume, issue, and page numbers), Basis for Nomination, up to 3 Reference Letters, and a copy of the nominated paper.
  4. The complete nomination package should be submitted in a single PDF file by email to the Awards Soliciting Nominations Subcommittee Chair, Prof. Sanaz Mostaghim at and a copy to and
The nomination cannot be considered complete until the submitted package is acknowledged by the Chair of the Awards Soliciting Nominations Subcommittee.

For further details of this award, see:

Sunday, 1 March 2020

IEEE Transactions on Neural Networks and Learning Systems, Volume 31, Issue 3, March 2020.

1. Heterogeneous Multilayer Generalized Operational Perceptron
Author(s): Dat Thanh Tran; Serkan Kiranyaz; Moncef Gabbouj; Alexandros Iosifidis
Pages: 710 - 724

2. LABIN: Balanced Min Cut for Large-Scale Data
Author(s): Xiaojun Chen; Renjie Chen; Qingyao Wu; Yixiang Fang; Feiping Nie; Joshua Zhexue Huang
Pages: 725 - 736

3. Adaptive Deep Modeling of Users and Items Using Side Information for Recommendation
Author(s): Jiayu Han; Lei Zheng; Yuanbo Xu; Bangzuo Zhang; Fuzhen Zhuang; Philip S. Yu; Wanli Zuo
Pages: 737 - 748

4. Exactly Robust Kernel Principal Component Analysis
Author(s): Jicong Fan; Tommy W. S. Chow
Pages: 749 - 761

5. Distributed Dissipative State Estimation for Markov Jump Genetic Regulatory Networks Subject to Round-Robin Scheduling
Author(s): Hao Shen; Shicheng Huo; Huaicheng Yan; Ju H. Park; Victor Sreeram
Pages: 762 - 771

6. Compact and Computationally Efficient Representation of Deep Neural Networks
Author(s): Simon Wiedemann; Klaus-Robert Müller; Wojciech Samek
Pages: 772 - 785

7. Discriminative Fisher Embedding Dictionary Learning Algorithm for Object Recognition
Author(s): Zhengming Li; Zheng Zhang; Jie Qin; Zhao Zhang; Ling Shao
Pages: 786 - 800

8. Stability-Based Generalization Analysis of Distributed Learning Algorithms for Big Data
Author(s): Xinxing Wu; Junping Zhang; Fei-Yue Wang
Pages: 801 - 812

9. Recurrent Neural Networks With External Addressable Long-Term and Working Memory for Learning Long-Term Dependences
Author(s): Zhibin Quan; Weili Zeng; Xuelian Li; Yandong Liu; Yunxiu Yu; Wankou Yang
Pages: 813 - 826

10. Log-Sum-Exp Neural Networks and Posynomial Models for Convex and Log-Log-Convex Data
Author(s): Giuseppe C. Calafiore; Stephane Gaubert; Corrado Possieri
Pages: 827 - 838

11. A Robust Visual System for Small Target Motion Detection Against Cluttered Moving Backgrounds
Author(s): Hongxin Wang; Jigen Peng; Xuqiang Zheng; Shigang Yue
Pages: 839 - 853

12. Trajectory Tracking on Uncertain Complex Networks via NN-Based Inverse Optimal Pinning Control
Author(s): Carlos J. Vega; Oscar J. Suarez; Edgar N. Sanchez; Guanrong Chen; Santiago Elvira-Ceja; David I. Rodriguez
Pages: 854 - 864

13. Nonsynaptic Error Backpropagation in Long-Term Cognitive Networks
Author(s): Gonzalo Nápoles; Frank Vanhoenshoven; Rafael Falcon; Koen Vanhoof
Pages: 865 - 875

14. Bipartite Differential Neural Network for Unsupervised Image Change Detection
Author(s): Jia Liu; Maoguo Gong; A. K. Qin; Kay Chen Tan
Pages: 876 - 890

15. A Switched Operation Approach to Sampled-Data Control Stabilization of Fuzzy Memristive Neural Networks With Time-Varying Delay
Author(s): Xin Wang; Ju H. Park; Shouming Zhong; Huilan Yang
Pages: 891 - 900

16. Neural Network-Based Adaptive Antiswing Control of an Underactuated Ship-Mounted Crane With Roll Motions and Input Dead Zones
Author(s): Tong Yang; Ning Sun; He Chen; Yongchun Fang
Pages: 901 - 914

17. Robust and Sparse Linear Discriminant Analysis via an Alternating Direction Method of Multipliers
Author(s): Chun-Na Li; Yuan-Hai Shao; Wotao Yin; Ming-Zeng Liu
Pages: 915 - 926

18. From Whole to Part: Reference-Based Representation for Clustering Categorical Data
Author(s): Qibin Zheng; Xingchun Diao; Jianjun Cao; Yi Liu; Hongmei Li; Junnan Yao; Chen Chang; Guojun Lv
Pages: 927 - 937

19. Cognitive Action Laws: The Case of Visual Features
Author(s): Alessandro Betti; Marco Gori; Stefano Melacci
Pages: 938 - 949

20. Convolutional Neural Networks as Asymmetric Volterra Models Based on Generalized Orthonormal Basis Functions
Author(s): Jeremias B. Machado; Sidney N. Givigi
Pages: 950 - 959

21. Synchronization of the Networked System With Continuous and Impulsive Hybrid Communications
Author(s): Wen Sun; Junxia Guan; Jinhu Lü; Zhigang Zheng; Xinghuo Yu; Shihua Chen
Pages: 960 - 971

22. Adaptive Neural Output-Feedback Decentralized Control for Large-Scale Nonlinear Systems With Stochastic Disturbances
Author(s): Huanqing Wang; Peter Xiaoping Liu; Jialei Bao; Xue-Jun Xie; Shuai Li
Pages: 972 - 983

23. Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization
Author(s): Haoliang Li; Sinno Jialin Pan; Shiqi Wang; Alex C. Kot
Pages: 984 - 996

24. Global Stabilization of Fractional-Order Memristor-Based Neural Networks With Time Delay
Author(s): Jia Jia; Xia Huang; Yuxia Li; Jinde Cao; Ahmed Alsaedi
Pages: 997 - 1009

25. Neural Networks-Based Distributed Adaptive Control of Nonlinear Multiagent Systems
Author(s): Qikun Shen; Peng Shi; Junwu Zhu; Shuoyu Wang; Yan Shi
Pages: 1010 - 1021

26. Constrained Quaternion-Variable Convex Optimization: A Quaternion-Valued Recurrent Neural Network Approach
Author(s): Yang Liu; Yanling Zheng; Jianquan Lu; Jinde Cao; Leszek Rutkowski
Pages: 1022 - 1035

27. Consensus Tracking Control of Switched Stochastic Nonlinear Multiagent Systems via Event-Triggered Strategy
Author(s): Wencheng Zou; Peng Shi; Zhengrong Xiang; Yan Shi
Pages: 1036 - 1045

28. The Robustness of Outputs With Respect to Disturbances for Boolean Control Networks
Author(s): Bowen Li; Yang Liu; Jungang Lou; Jianquan Lu; Jinde Cao
Pages: 1046 - 1051

29. Composite Learning Enhanced Robot Impedance Control
Author(s): Tairen Sun; Liang Peng; Long Cheng; Zeng-Guang Hou; Yongping Pan
Pages: 1052 - 1059

30. Robust Event-Triggered Control Invariance of Probabilistic Boolean Control Networks
Author(s): Lin Lin; Jinde Cao; Leszek Rutkowski
Pages: 1060 - 1065

31. Comments on “Fractional Extreme Value Adaptive Training Method: Fractional Steepest Descent Approach”
Author(s): Abdul Wahab; Shujaat Khan
Pages: 1066 - 1068

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

The paper submission deadline for the 10th Joint IEEE International Conference on Development and Learning and Epigenetic Robotics 2020 is 15 March 2020. This conference will be held in Valparaíso, Chile, 7-10 September, 2020.

2020 IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology

The deadline for submitting papers to the 2020 IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB2020) is 1 May 2020. This conference will be held in Viña del Mar, Chile, October 27-29.

7th IEEE International Conference on Data Science and Advanced Aanlytics 2020

The paper submission deadline for the 7th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2020) is 24 May 2020. This conference will be held in Sydney, Australia, 6-9 October, 2020.

2020 IEEE Symposium Series on Computational Intelligence

The paper submission deadline for the 2020 IEEE Symposium Series on Computational Intelligence is 7 August 2020. This conference will be held in Canberra, Australia, 1-4 December, 2020.

2020 IEEE Conference on Games (COG)

The deadline for paper submission to the 2020 IEEE Conference on Games (COG 2020) is 23 March 2020. This conference will be held in Osaka, Japan, 24-27 August 2020.

Monday, 24 February 2020

IEEE Transactions on Neural Networks and Learning Systems, Volume 31, Issue 2, February 2020

1. Selection and Optimization of Temporal Spike Encoding Methods for Spiking Neural Networks
Author(s): Balint Petro; Nikola Kasabov; Rita M. Kiss
Pages: 358 - 370

2. A White-Box Equivalent Neural Network Circuit Model for SoC Estimation of Electrochemical Cells
Author(s): Massimiliano Luzi; Fabio Massimo Frattale Mascioli; Maurizio Paschero; Antonello Rizzi
Pages: 371 - 382

3. Deep Decision Tree Transfer Boosting
Author(s): Shuhui Jiang; Haiyi Mao; Zhengming Ding; Yun Fu
Pages: 383 - 395

4. H∞ Static Output-Feedback Control Design for Discrete-Time Systems Using Reinforcement Learning
Author(s): Amir Parviz Valadbeigi; Ali Khaki Sedigh; F. L. Lewis
Pages: 396 - 406

5. Neural Network-Based Distributed Cooperative Learning Control for Multiagent Systems via Event-Triggered Communication
Author(s): Fei Gao; Weisheng Chen; Zhiwu Li; Jing Li; Bin Xu
Pages: 407 - 419

6. Distributed Fault-Tolerant Control of Multiagent Systems: An Adaptive Learning Approach
Author(s): Mohsen Khalili; Xiaodong Zhang; Yongcan Cao; Marios M. Polycarpou; Thomas Parisini
Pages: 420 - 432

7. Joint Principal Component and Discriminant Analysis for Dimensionality Reduction
Author(s): Xiaowei Zhao; Jun Guo; Feiping Nie; Ling Chen; Zhihui Li; Huaxiang Zhang
Pages: 433 - 444

8. Term Selection for a Class of Separable Nonlinear Models
Author(s): Min Gan; Guang-Yong Chen; Long Chen; C. L. Philip Chen
Pages: 445 - 451

9. Local Synchronization of Interconnected Boolean Networks With Stochastic Disturbances
Author(s): Hongwei Chen; Jinling Liang
Pages: 452 - 463

10. Information Transmitted From Bioinspired Neuron–Astrocyte Network Improves Cortical Spiking Network’s Pattern Recognition Performance
Author(s): Soheila Nazari; Masoud Amiri; Karim Faez; Marc M. Van Hulle
Pages: 464 - 474

11. Flow Adversarial Networks: Flowrate Prediction for Gas–Liquid Multiphase Flows Across Different Domains
Author(s): Delin Hu; Jinku Li; Yinyan Liu; Yi Li
Pages: 475 - 487

12. PCNN Mechanism and its Parameter Settings
Author(s): Xiangyu Deng; Chunman Yan; Yide Ma
Pages: 488 - 501

13. Hidden Bursting Firings and Bifurcation Mechanisms in Memristive Neuron Model With Threshold Electromagnetic Induction
Author(s): Han Bao; Aihuang Hu; Wenbo Liu; Bocheng Bao
Pages: 502 - 511

14. The Hierarchical Continuous Pursuit Learning Automation: A Novel Scheme for Environments With Large Numbers of Actions
Author(s): Anis Yazidi; Xuan Zhang; Lei Jiao; B. John Oommen
Pages: 512 - 526

15. Greedy Projected Gradient-Newton Method for Sparse Logistic Regression
Author(s): Rui Wang; Naihua Xiu; Chao Zhang
Pages: 527 - 538

16. Metacognitive Octonion-Valued Neural Networks as They Relate to Time Series Analysis
Author(s): Lyes Saad Saoud; Reza Ghorbani
Pages: 539 - 548

17. Adaptive Optimal Control for a Class of Nonlinear Systems: The Online Policy Iteration Approach
Author(s): Shuping He; Haiyang Fang; Maoguang Zhang; Fei Liu; Zhengtao Ding
Pages: 549 - 558

18. Joint and Direct Optimization for Dictionary Learning in Convolutional Sparse Representation
Author(s): Guan-Ju Peng
Pages: 559 - 573

19. Toward Compact ConvNets via Structure-Sparsity Regularized Filter Pruning
Author(s): Shaohui Lin; Rongrong Ji; Yuchao Li; Cheng Deng; Xuelong Li
Pages: 574 - 588

20. Eliminating the Permutation Ambiguity of Convolutive Blind Source Separation by Using Coupled Frequency Bins
Author(s): Kan Xie; Guoxu Zhou; Junjie Yang; Zhaoshui He; Shengli Xie
Pages: 589 - 599

21. Marginalized Multiview Ensemble Clustering
Author(s): Zhiqiang Tao; Hongfu Liu; Sheng Li; Zhengming Ding; Yun Fu
Pages: 600 - 611

22. Distribution-Free Probability Density Forecast Through Deep Neural Networks
Author(s): Tianyu Hu; Qinglai Guo; Zhengshuo Li; Xinwei Shen; Hongbin Sun
Pages: 612 - 625

23. Fast Semisupervised Learning With Bipartite Graph for Large-Scale Data
Author(s): Fang He; Feiping Nie; Rong Wang; Xuelong Li; Weimin Jia
Pages: 626 - 638

24. Passivity Analysis for Quaternion-Valued Memristor-Based Neural Networks With Time-Varying Delay
Author(s): Ning Li; Wei Xing Zheng
Pages: 639 - 650

25. Probabilistic Neural Network With Complex Exponential Activation Functions in Image Recognition
Author(s): Andrey V. Savchenko
Pages: 651 - 660

26. Spatial Pyramid-Enhanced NetVLAD With Weighted Triplet Loss for Place Recognition
Author(s): Jun Yu; Chaoyang Zhu; Jian Zhang; Qingming Huang; Dacheng Tao
Pages: 661 - 674

27. Stability Analysis for Delayed Neural Networks With an Improved General Free-Matrix-Based Integral Inequality
Author(s): Jun Chen; Ju H. Park; Shengyuan Xu
Pages: 675 - 684

28. G-Softmax: Improving Intraclass Compactness and Interclass Separability of Features
Author(s): Yan Luo; Yongkang Wong; Mohan Kankanhalli; Qi Zhao
Pages: 685 - 699

29. Stabilization of Second-Order Memristive Neural Networks With Mixed Time Delays via Nonreduced Order
Author(s): Guodong Zhang; Zhigang Zeng
Pages: 700 - 706

Saturday, 22 February 2020

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

5th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA CECNSM 2020)
September 25-27, 2020
Place: Corfu, Greece
General Co-Chairs: Michael Dossis and Christos Douligeris

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