The 6th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA CECNSM 2021)

The 6th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA CECNSM 2021) will be held as a hybrid event between on September 24—26, 2021. Register now! https://seeda2021.uowm.gr/registration/

Annual traditional exchange of ties between IEEE CIS and INNS presidents

Memorable event! for the first time, the annual traditional exchange of ties between IEEE CIS and INNS presidents was an exchange of scarves between two women presidents at the IJCNN 2021 conference!

IEEE Transactions on Evolutionary Computation, Volume 25, Number 3, June 2021.

1) A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems

Author(s): Ye Tian;Ruchen Liu;Xingyi Zhang;Haiping Ma;Kay Chen Tan;Yaochu Jin

Pages: 405 - 418

2) A Computationally Efficient Evolutionary Algorithm for Multiobjective Network Robustness Optimization

Author(s): Shuai Wang;Jing Liu;Yaochu Jin

Pages: 419 - 432

3) Preserving Population Diversity Based on Transformed Semantics in Genetic Programming for Symbolic Regression

Author(s): Qi Chen;Bing Xue;Mengjie Zhang

Pages: 433 - 447

4) Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization

Author(s): Cheng He;Ran Cheng;Ye Tian;Xingyi Zhang;Kay Chen Tan;Yaochu Jin

Pages: 448 - 462

5) Adaptive Multilevel Prediction Method for Dynamic Multimodal Optimization

Author(s): Ali Ahrari;Saber Elsayed;Ruhul Sarker;Daryl Essam;Carlos A. Coello Coello

Pages: 463 - 477

6) SAFE: Scale-Adaptive Fitness Evaluation Method for Expensive Optimization Problems

Author(s): Sheng-Hao Wu;Zhi-Hui Zhan;Jun Zhang

Pages: 478 - 491

7) A Genetic Programming Approach for Evolving Variable Selectors in Constraint Programming

Author(s): Su Nguyen;Dhananjay Thiruvady;Mengjie Zhang;Kay Chen Tan

Pages: 492 - 507

8) Evolutionary Game Analysis Among Three Green-Sensitive Parties in Green Supply Chains

Author(s): Qingqi Long;Xiaoying Tao;Ying Shi;Shuzhu Zhang

Pages: 508 - 523

9) A Novel Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms

Author(s): Yanan Sun;Xian Sun;Yuhan Fang;Gary G. Yen;Yuqiao Liu

Pages: 524 - 536

10) Enhanced Constraint Handling for Reliability-Constrained Multiobjective Testing Resource Allocation

Author(s): Zhaopin Su;Guofu Zhang;Feng Yue;Dezhi Zhan;Miqing Li;Bin Li;Xin Yao

Pages: 537 - 551

11) Correlation Coefficient-Based Recombinative Guidance for Genetic Programming Hyperheuristics in Dynamic Flexible Job Shop Scheduling

Author(s): Fangfang Zhang;Yi Mei;Su Nguyen;Mengjie Zhang

Pages: 552 - 566

12) Learnable Evolutionary Search Across Heterogeneous Problems via Kernelized Autoencoding

Author(s): Lei Zhou;Liang Feng;Abhishek Gupta;Yew-Soon Ong

Pages: 567 - 581

13) Multisource Neighborhood Immune Detector Adaptive Model for Anomaly Detection

Author(s): Liang Xi;Rui-Dong Wang;Zhi-Yu Yao;Feng-Bin Zhang

Pages: 582 - 594

14) Few-Shots Parallel Algorithm Portfolio Construction via Co-Evolution

Author(s): Ke Tang;Shengcai Liu;Peng Yang;Xin Yao

Pages: 595 - 607

IEEE Transactions on Fuzzy Systems, Volume 29, Issue 6, June 2021

 1) Dissipativity-Based Sampled-Data Control for Fuzzy Switched Markovian Jump Systems
Author(s): Jianwei Xia;Guoliang Chen;Ju H. Park;Hao Shen;Guangming Zhuang
Pages: 1325 - 1339

2) Cyclic Connectivity Index of Fuzzy Graphs

Author(s): M. Binu;Sunil Mathew;John N. Mordeson

Pages: 1340 - 1349

3) Synchronization Analysis for Nonlinear Complex Networks With Reaction-Diffusion Terms Using Fuzzy-Model-Based Approach

Author(s): Chi Huang;Xia Zhang;Hak-Keung Lam;Shun-Hung Tsai

Pages: 1350 - 1362

4) Event-Triggered-Based Adaptive Sliding Mode Control for T–S Fuzzy Systems With Actuator Failures and Signal Quantization

Author(s): Min Li;Peng Shi;Ming Liu;Yingchun Zhang;Shuoyu Wang

Pages: 1363 - 1374

5) Nonstationary Control for T–S Fuzzy Markovian Switching Systems With Variable Quantization Density

Author(s): Jun Cheng;Yaonan Shan;Jinde Cao;Ju H. Park

Pages: 1375 - 1385

6) A General Omitting Types Theorem in Mathematical Fuzzy Logic

Author(s): Guillermo Badia;Carles Noguera

Pages: 1386 - 1394

7) Multigranulation Supertrust Model for Attribute Reduction

Author(s): Weiping Ding;Witold Pedrycz;Isaac Triguero;Zehong Cao;Chin-Teng Lin

Pages: 1395 - 1408

8) Event-Triggered Fuzzy Filtering for Networked Systems With Application to Sensor Fault Detection

Author(s): Yaoyao Tan;Kai Wang;Xiaojie Su;Fangzheng Xue;Peng Shi

Pages: 1409 - 1422

9) On the Extensions of Overlap Functions and Grouping Functions to Fuzzy Truth Values

Author(s): Zhi-qiang Liu;Xue-ping Wang

Pages: 1423 - 1430

10) Approach for Establishing Intuitionistic Fuzzy Linear Regression Models Based on Weakest T-Norm Arithmetic

Author(s): Liang-Hsuan Chen;Sheng-Hsing Nien

Pages: 1431 - 1445

11) On Fuzzy Simulations for Expected Values of Functions of Fuzzy Numbers and Intervals

Author(s): Yuanyuan Liu;Yunwen Miao;Athanasios A. Pantelous;Jian Zhou;Ping Ji

Pages: 1446 - 1459

12) Event-Triggered Robust Fuzzy Adaptive Finite-Time Control of Nonlinear Systems With Prescribed Performance

Author(s): Kangkang Sun;Jianbin Qiu;Hamid Reza Karimi;Yili Fu

Pages: 1460 - 1471

13) A Fast and Accurate Method for Calculating the Center of Gravity of Polygonal Interval Type-2 Fuzzy Sets

Author(s): Mohammad Naimi;Hooman Tahayori;Alireza Sadeghian

Pages: 1472 - 1483

14) Observer-Based Fuzzy Adaptive Inverse Optimal Output Feedback Control for Uncertain Nonlinear Systems

Author(s): Yongming Li;Xiao Min;Shaocheng Tong

Pages: 1484 - 1495

15) Event-Triggered Adaptive Fuzzy Tracking Control for Pure-Feedback Stochastic Nonlinear Systems With Multiple Constraints

Author(s): Tong Wang;Min Ma;Jianbin Qiu;Huijun Gao

Pages: 1496 - 1506

16) Nonfragile Quantized H∞ Filtering for Discrete-Time Switched T–S Fuzzy Systems With Local Nonlinear Models

Author(s): Qunxian Zheng;Shengyuan Xu;Zhengqiang Zhang

Pages: 1507 - 1517

17) Fuzzy Style K-Plane Clustering

Author(s): Suhang Gu;Yusuke Nojima;Hisao Ishibuchi;Shitong Wang

Pages: 1518 - 1532

18) Soft Overlapping Community Detection in Large-Scale Networks via Fast Fuzzy Modularity Maximization

Author(s): Sakineh Yazdanparast;Timothy C. Havens;Mohsen Jamalabdollahi

Pages: 1533 - 1543

19) Design and Application of an Adaptive Fuzzy Control Strategy to Zeroing Neural Network for Solving Time-Variant QP Problem

Author(s): Lei Jia;Lin Xiao;Jianhua Dai;Zhaohui Qi;Zhijun Zhang;Yongsheng Zhang

Pages: 1544 - 1555

20) A Comprehensive Study of the Efficiency of Type-Reduction Algorithms

Author(s): Chao Chen;Dongrui Wu;Jonathan M. Garibaldi;Robert I. John;Jamie Twycross;Jerry M. Mendel

Pages: 1556 - 1566

21) A Direct Approach to Compute Triangular Fuzzy Banzhaf Values of Cooperative Games With Coalitions’ Values Represented by Triangular Fuzzy Numbers

Author(s): Yin-Fang Ye;Deng-Feng Li

Pages: 1567 - 1575

22) Robust Fuzzy Adaptive Finite-Time Control for High-Order Nonlinear Systems With Unmodeled Dynamics

Author(s): Shaocheng Tong;Kewen Li;Yongming Li

Pages: 1576 - 1589

23) Dynamic Output Feedback Controller Design for Uncertain Takagi–Sugeno Fuzzy Systems: A Premise Variable Selection Approach

Author(s): Eduardo S. Tognetti;Tássio M. Linhares

Pages: 1590 - 1600

24) Event-Triggered Fuzzy Bipartite Tracking Control for Network Systems Based on Distributed Reduced-Order Observers

Author(s): Hongjing Liang;Xiyue Guo;Yingnan Pan;Tingwen Huang

Pages: 1601 - 1614

25) Event-Based Impulsive Control of IT2 T–S Fuzzy Interconnected System Under Deception Attacks

Author(s): Nannan Rong;Zhanshan Wang

Pages: 1615 - 1628

26) Optimal Transmission Power Scheduling of Networked Control Systems Via Fuzzy Adaptive Dynamic Programming

Author(s): Liwei An;Guang-Hong Yang

Pages: 1629 - 1639

27) Group Decision Making Based on Flexibility Degree of Fuzzy Numbers Under a Confidence Level

Author(s): Fang Liu;Maojie Huang;Witold Pedrycz;Hui Zhao

Pages: 1640 - 1653

28) A Novel MIMO T–S Fuzzy Modeling for Prediction of Blast Furnace Molten Iron Quality With Missing Outputs

Author(s): Junpeng Li;Changchun Hua;Yana Yang;Xinping Guan

Pages: 1654 - 1666

29) A Consensus Model to Manage Minority Opinions and Noncooperative Behaviors in Large Group Decision Making With Probabilistic Linguistic Term Sets

Author(s): Jian-Lan Zhou;Jin-An Chen

Pages: 1667 - 1681

30) Location-Free Robust Scale Estimates for Fuzzy Data

Author(s): Sara de la Rosa de Sáa;María Asunción Lubiano;Beatriz Sinova;María Ángeles Gil;Peter Filzmoser

Pages: 1682 - 1694

31) On WA Expressions of Induced OWA Operators and Inducing Function Based Orness With Application in Evaluation

Author(s): LeSheng Jin;Radko Mesiar;Ronald R. Yager

Pages: 1695 - 1700

2021 IEEE International Conference on Development and Learning (IEEE ICDL 2021) will be held in a hybrid form between August 23 and August 26. Register now!

The 2021 IEEE International Conference on Development and Learning (IEEE ICDL 2021) will be held in a hybrid form between August 23 and August 26. Register now! https://icdl-2021.org/

IEEE Transactions on Neural Networks and Learning Systems: Volume 32, Issue 6, June 2021

 1) IncDet: In Defense of Elastic Weight Consolidation for Incremental Object Detection

Author(s): Liyang Liu; Zhanghui Kuang; Yimin Chen; Jing-Hao Xue; Wenming Yang; Wayne Zhang

Pages: 2306 - 2319

2) Maximum Information Exploitation Using Broad Learning System for Large-Scale Chaotic Time-Series Prediction

Author(s): Min Han; Weijie Li; Shoubo Feng; Tie Qiu; C. L. Philip Chen

Pages: 2320 - 2329

3) Broad Colorization

Author(s): Yuxi Jin; Bin Sheng; Ping Li; C. L. Philip Chen

Pages: 2330 - 2343

4) Stochastic Strongly Convex Optimization via Distributed Epoch Stochastic Gradient Algorithm

Author(s): Deming Yuan; Daniel W. C. Ho; Shengyuan Xu

Pages: 2344 - 2357

5) Formation Control With Collision Avoidance Through Deep Reinforcement Learning Using Model-Guided Demonstration

Author(s): Zezhi Sui; Zhiqiang Pu; Jianqiang Yi; Shiguang Wu

Pages: 2358 - 2372

6) Sparse Modal Additive Model

Author(s): Hong Chen; Yingjie Wang; Feng Zheng; Cheng Deng; Heng Huang

Pages: 2373 - 2387

7) Deep Blind Hyperspectral Image Super-Resolution

Author(s): Lei Zhang; Jiangtao Nie; Wei Wei; Yong Li; Yanning Zhang

Pages: 2388 - 2400

8) Toward Discriminating and Synthesizing Motion Traces Using Deep Probabilistic Generative Models

Author(s): Fan Zhou; Xin Liu; Kunpeng Zhang; Goce Trajcevski

Pages: 2401 - 2414

9) Deep Residual Autoencoders for Expectation Maximization-Inspired Dictionary Learning

Author(s): Bahareh Tolooshams; Sourav Dey; Demba Ba

Pages: 2415 - 2429

10) Location-Aware and Regularization-Adaptive Correlation Filters for Robust Visual Tracking

Author(s): Risheng Liu; Qianru Chen; Yuansheng Yao; Xin Fan; Zhongxuan Luo

Pages: 2430 - 2442

11) Numerical Spiking Neural P Systems

Author(s): Tingfang Wu; Linqiang Pan; Qiang Yu; Kay Chen Tan

Pages: 2443 - 2457

12) SP-GAN: Self-Growing and Pruning Generative Adversarial Networks

Author(s): Xiaoning Song; Yao Chen; Zhen-Hua Feng; Guosheng Hu; Dong-Jun Yu; Xiao-Jun Wu

Pages: 2458 - 2469

13) Fixed-Time Synchronization of Coupled Neural Networks With Discontinuous Activation and Mismatched Parameters

Author(s): Na Li; Xiaoqun Wu; Jianwen Feng; Yuhua Xu; Jinhu Lü

Pages: 2470 - 2482

14) Automatic Generation Control Based on Multiple Neural Networks With Actor-Critic Strategy

Author(s): Lei Xi; Junnan Wu; Yanchun Xu; Hongbin Sun

Pages: 2483 - 2493

15) Computing Primitive of Fully VCSEL-Based All-Optical Spiking Neural Network for Supervised Learning and Pattern Classification

Author(s): Shuiying Xiang; Zhenxing Ren; Ziwei Song; Yahui Zhang; Xingxing Guo; Genquan Han; Yue Hao

Pages: 2494 - 2505

16) Transfer Increment for Generalized Zero-Shot Learning

Author(s): Liangjun Feng; Chunhui Zhao

Pages: 2506 - 2520

17) Sparse Representations for Object- and Ego-Motion Estimations in Dynamic Scenes

Author(s): Hirak J. Kashyap; Charless C. Fowlkes; Jeffrey L. Krichmar

Pages: 2521 - 2534

18) Finite-/Fixed-Time Synchronization of Delayed Coupled Discontinuous Neural Networks With Unified Control Schemes

Author(s): Jian Xiao; Zhigang Zeng; Shiping Wen; Ailong Wu; Leimin Wang

Pages: 2535 - 2546

19) Scene Segmentation With Dual Relation-Aware Attention Network

Author(s): Jun Fu; Jing Liu; Jie Jiang; Yong Li; Yongjun Bao; Hanqing Lu

Pages: 2547 - 2560

20) SentiVec: Learning Sentiment-Context Vector via Kernel Optimization Function for Sentiment Analysis

Author(s): Luyao Zhu; Wei Li; Yong Shi; Kun Guo

Pages: 2561 - 2572

21) Adaptive NN Distributed Control for Time-Varying Networks of Nonlinear Agents With Antagonistic Interactions

Author(s): Qingling Wang; Haris E. Psillakis; Changyin Sun; Frank L. Lewis

Pages: 2573 - 2583

22) Robust Neurooptimal Control for a Robot via Adaptive Dynamic Programming

Author(s): Linghuan Kong; Wei He; Chenguang Yang; Changyin Sun

Pages: 2584 - 2594

23) Discriminative Ridge Machine: A Classifier for High-Dimensional Data or Imbalanced Data

Author(s): Chong Peng; Qiang Cheng

Pages: 2595 - 2609

24) Enhancing Explainability of Neural Networks Through Architecture Constraints

Author(s): Zebin Yang; Aijun Zhang; Agus Sudjianto

Pages: 2610 - 2621

25) Improved Linear Convergence of Training CNNs With Generalizability Guarantees: A One-Hidden-Layer Case

Author(s): Shuai Zhang; Meng Wang; Jinjun Xiong; Sijia Liu; Pin-Yu Chen

Pages: 2622 - 2635

26) C-CNN: Contourlet Convolutional Neural Networks

Author(s): Mengkun Liu; Licheng Jiao; Xu Liu; Lingling Li; Fang Liu; Shuyuan Yang

Pages: 2636 - 2649

27) Output-Feedback Robust Control of Uncertain Systems via Online Data-Driven Learning

Author(s): Jing Na; Jun Zhao; Guanbin Gao; Zican Li

Pages: 2650 - 2662

28) Inverse-Free Discrete ZNN Models Solving for Future Matrix Pseudoinverse via Combination of Extrapolation and ZeaD Formulas

Author(s): Yunong Zhang; Yihong Ling; Min Yang; Song Yang; Zhijun Zhang

Pages: 2663 - 2675

29) CASNet: A Cross-Attention Siamese Network for Video Salient Object Detection

Author(s): Yuzhu Ji; Haijun Zhang; Zequn Jie; Lin Ma; Q. M. Jonathan Wu

Pages: 2676 - 2690

30) Convolutional Neural Network With Developmental Memory for Continual Learning

Author(s): Gyeong-Moon Park; Sahng-Min Yoo; Jong-Hwan Kim

Pages: 2691 - 2705

31) Unsupervised Network Quantization via Fixed-Point Factorization

Author(s): Peisong Wang; Xiangyu He; Qiang Chen; Anda Cheng; Qingshan Liu; Jian Cheng

Pages: 2706 - 2720

32) Learning Tracking Control Over Unknown Fading Channels Without System Information

Author(s): Dong Shen; Xinghuo Yu

Pages: 2721 - 2732

33) Generating Face Images With Attributes for Free

Author(s): Yaoyao Liu; Qianru Sun; Xiangnan He; An-An Liu; Yuting Su; Tat-Seng Chua

Pages: 2733 - 2743

34) Hierarchical Human-Like Deep Neural Networks for Abstractive Text Summarization

Author(s): Min Yang; Chengming Li; Ying Shen; Qingyao Wu; Zhou Zhao; Xiaojun Chen

Pages: 2744 - 2757

35) Intelligent Trainer for Dyna-Style Model-Based Deep Reinforcement Learning

Author(s): Linsen Dong; Yuanlong Li; Xin Zhou; Yonggang Wen; Kyle Guan

Pages: 2758 - 2771

36) TAM: Targeted Analysis Model With Reinforcement Learning on Short Texts

Author(s): Junyang Chen; Zhiguo Gong; Wei Wang; Weiwen Liu; Ming Yang; Cong Wang

Pages: 2772 - 2781

37) q-Neurons: Neuron Activations Based on Stochastic Jackson’s Derivative Operators

Author(s): Frank Nielsen; Ke Sun

Pages: 2782 - 2789

38) A Hybrid CMOS-Memristive Approach to Designing Deep Generative Models

Author(s): Vivek Parmar; Manan Suri

Pages: 2790 - 2796

IEEE Transactions on Cognitive and Developmental Systems; Volume 13, Number 2, June 2021

 1. Guest Editorial Special Issue on Continual Unsupervised Sensorimotor Learning
Author(s): Nicolás Navarro-Guerrero;Sao Mai Nguyen;Erhan Oztop;Junpei Zhong

Pages: 234 - 238

2. CLIC: Curriculum Learning and Imitation for Object Control in Nonrewarding Environments
Author(s): Pierre Fournier;Cédric Colas;Mohamed Chetouani;Olivier Sigaud
Pages: 239 - 248

3. BND*-DDQN: Learn to Steer Autonomously Through Deep Reinforcement Learning
Author(s): Keyu Wu;Han Wang;Mahdi Abolfazli Esfahani;Shenghai Yuan
Pages: 249 - 261

4. Intrinsically Motivated Hierarchical Policy Learning in Multiobjective Markov Decision Processes
Author(s): Sherif Abdelfattah;Kathryn Merrick;Jiankun Hu
Pages: 262 - 273

5. Open-Ended Continuous Learning of Compound Goals
Author(s): Paresh Dhakan;Kathryn Kasmarik;Iñaki Rañó;Nazmul Siddique
Pages: 274 - 285

6. Effect Regulated Projection of Robot’s Action Space for Production and Prediction of Manipulation Primitives Through Learning Progress and Predictability-Based Exploration
Author(s): Serkan Bugur;Erhan Oztop;Yukie Nagai;Emre Ugur
Pages: 286 - 297

7. Autonomous Identification and Goal-Directed Invocation of Event-Predictive Behavioral Primitives
Author(s): Christian Gumbsch;Martin V. Butz;Georg Martius
Pages: 298 - 311

8. Where Do I Move My Sensors? Emergence of a Topological Representation of Sensors Poses From the Sensorimotor Flow
Author(s): Valentin Marcel;Sylvain Argentieri;Bruno Gas
Pages: 312 - 325

9. Vocal Imitation in Sensorimotor Learning Models: A Comparative Review
Author(s): Silvia Pagliarini;Arthur Leblois;Xavier Hinaut
Pages: 326 - 342

10. Speech Emotion Recognition Based on Robust Discriminative Sparse Regression
Author(s): Peng Song;Wenming Zheng;Yanwei Yu;Shifeng Ou
Pages: 343 - 353

11. A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition
Author(s): Yang Li;Lei Wang;Wenming Zheng;Yuan Zong;Lei Qi;Zhen Cui;Tong Zhang;Tengfei Song
Pages: 354 - 367

12. Epileptic Signal Classification Based on Synthetic Minority Oversampling and Blending Algorithm
Author(s): Dinghan Hu;Jiuwen Cao;Xiaoping Lai;Junbiao Liu;Shuang Wang;Yao Ding
Pages: 368 - 382

13. Reconfiguration of Brain Network Between Resting State and P300 Task
Author(s): Fali Li;Chanlin Yi;Yuanyuan Liao;Yuanling Jiang;Yajing Si;Limeng Song;Tao Zhang;Dezhong Yao;Yangsong Zhang;Zehong Cao;Peng Xu
Pages: 383 - 390

14. A Novel Grip Force Cognition Scheme for Robot-Assisted Minimally Invasive Surgery
Author(s): Yongchen Guo;Bo Pan;Yili Fu;Max Q.-H. Meng
Pages: 391 - 402

15. Investigation of Local White Matter Properties in Professional Chess Player: A Diffusion Magnetic Resonance Imaging Study Based on Automatic Annotation Fiber Clustering
Author(s): Yuanjing Feng;Jiahao Song;Wenxuan Yan;Jingqiang Wang;Changchen Zhao;Qingrun Zeng
Pages: 403 - 415

16. Robot Multimodal Object Perception and Recognition: Synthetic Maturation of Sensorimotor Learning in Embodied Systems
Author(s): Raphaël Braud;Alexandros Giagkos;Patricia Shaw;Mark Lee;Qiang Shen
Pages: 416 - 428

17. A Hippocampal–Entorhinal System Inspired Model for Visual Concept Representation
Author(s): Huankun Sheng;Hongwei Mo;Christian-Marie Moanda Ndeko Mosengo
Pages: 429 - 441

Call for Papers
IEEE Transactions on Cognitive and Developmental Systems Special Issue on Prediction and Perception in Humans and Robots
Pages: 442 - 442