IEEE Transactions on Cognitive and Developmental Systems; Volume 13, Number 3, September 2021.

 1. An Efficient Unified Approach Using Demonstrations for Inverse Reinforcement Learning

Author(s): Maxwell Hwang;Wei-Cheng Jiang;Yu-Jen Chen;Kao-Shing Hwang;Yi-Chia Tseng

Pages: 444 - 452

2. An Encoding Framework With Brain Inner State for Natural Image Identification

Author(s): Hao Wu;Ziyu Zhu;Jiayi Wang;Nanning Zheng;Badong Chen

Pages: 453 - 464

3. A Vector-Based Constrained Obstacle Avoidance Scheme for Wheeled Mobile Redundant Robot Manipulator

Author(s): Zhijun Zhang;Song Yang;Siyuan Chen;Yamei Luo;Hui Yang;Yu Liu

Pages: 465 - 474

4. Supervised Hyperalignment for Multisubject fMRI Data Alignment

Author(s): Muhammad Yousefnezhad;Alessandro Selvitella;Liangxiu Han;Daoqiang Zhang

Pages: 475 - 490

5. Attention-Based Video Hashing for Large-Scale Video Retrieval

Author(s): Yingxin Wang;Xiushan Nie;Yang Shi;Xin Zhou;Yilong Yin

Pages: 491 - 502

6. Bioinspired Visual-Integrated Model for Multilabel Classification of Textile Defect Images

Author(s): Bing Wei;Kuangrong Hao;Lei Gao;Xue-Song Tang

Pages: 503 - 513

7. Deep Spiking Neural Networks With Binary Weights for Object Recognition

Author(s): Yixuan Wang;Yang Xu;Rui Yan;Huajin Tang

Pages: 514 - 523

8. Understanding the Role of Objects in Joint Attention Task Framework for Children With Autism

Author(s): Vishav Jyoti;Sanika Gupta;Uttama Lahiri

Pages: 524 - 534

9. An End-to-End Mammogram Diagnosis: A New Multi-Instance and Multiscale Method Based on Single-Image Feature

Author(s): Zizhou Wang;Lei Zhang;Xin Shu;Qing Lv;Zhang Yi

Pages: 535 - 545

10. Neural Correlates of Interobserver Visual Congruency in Free-Viewing Condition

Author(s): Huan Liu;Xintao Hu;Yudan Ren;Liting Wang;Lei Guo;Christine Cong Guo;Junwei Han

Pages: 546 - 554

11. Deep Convolutional Network Based on Interleaved Fusion Group

Author(s): Enhui Lv;Yuhu Cheng;Xuesong Wang;C. L. Philip Chen

Pages: 555 - 565

12. Increase in Brain Effective Connectivity in Multitasking but not in a High-Fatigue State

Author(s): Tien-Thong Nguyen Do;Yu-Kai Wang;Chin-Teng Lin

Pages: 566 - 574

13. Detecting Fatigue Status of Pilots Based on Deep Learning Network Using EEG Signals

Author(s): Edmond Q. wu;Ping-Yu Deng;Xu-Yi Qiu;Zhiri Tang;Wen-Ming Zhang;Li-Min Zhu;He Ren;Gui-Rong Zhou;Richard S. F. Sheng

Pages: 575 - 585

14. The Growing From Adolescence to Adulthood Influences the Decision Strategy to Unfair Situations

Author(s): Yajing Si;Fali Li;Fang Li;Jingwei Tu;Chanlin Yi;Qin Tao;Xiabing Zhang;Changfu Pei;Shan Gao;Dezhong Yao;Peng Xu

Pages: 586 - 592

15. Spatiotemporal Dynamical Analysis of Brain Activity During Mental Fatigue Process

Author(s): Chi Zhang;Lina Sun;Fengyu Cong;Tapani Ristaniemi

Pages: 593 - 606

16. Improving the Generalization Ability of Deep Neural Networks for Cross-Domain Visual Recognition

Author(s): Jianwei Zheng;Chao Lu;Cong Hao;Deming Chen;Donghui Guo

Pages: 607 - 620

17. Faster Single Model Vigilance Detection Based on Deep Learning

Author(s): Wei Wu;Wei Sun;Q. M. Jonathan Wu;Cheng Zhang;Yimin Yang;Hongshan Yu;Bao-Liang Lu

Pages: 621 - 630

18. CNN-G: Convolutional Neural Network Combined With Graph for Image Segmentation With Theoretical Analysis

Author(s): Yi Lu;Yaran Chen;Dongbin Zhao;Bao Liu;Zhichao Lai;Jianxin Chen

Pages: 631 - 644

19. A Multilayer Neural Network Merging Image Preprocessing and Pattern Recognition by Integrating Diffusion and Drift Memristors

Author(s): Zhiri Tang;Ruohua Zhu;Ruihan Hu;Yanhua Chen;Edmond Q. Wu;Hao Wang;Jin He;Qijun Huang;Sheng Chang

Pages: 645 - 656

20. A Real-Time Multifunctional Framework for Guidewire Morphological and Positional Analysis in Interventional X-Ray Fluoroscopy

Author(s): Yan-Jie Zhou;Xiao-Liang Xie;Xiao-Hu Zhou;Shi-Qi Liu;Gui-Bin Bian;Zeng-Guang Hou

Pages: 657 - 667

21. Driving Fatigue Recognition With Functional Connectivity Based on Phase Synchronization

Author(s): Hongtao Wang;Xucheng Liu;Junhua Li;Tao Xu;Anastasios Bezerianos;Yu Sun;Feng Wan

Pages: 668 - 678

22. Multimodal Deep Learning Framework for Image Popularity Prediction on Social Media

Author(s): Fatma S. Abousaleh;Wen-Huang Cheng;Neng-Hao Yu;Yu Tsao

Pages: 679 - 692

23. Deep Echo State Network With Multiple Adaptive Reservoirs for Time Series Prediction

Author(s): Zhanshan Wang;Xianshuang Yao;Zhanjun Huang;Lei Liu

Pages: 693 - 704

24. Deep Multibranch Fusion Residual Network for Insect Pest Recognition

Author(s): Wenjie Liu;Guoqing Wu;Fuji Ren

Pages: 705 - 716

25. Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems

Author(s): Katharina J. Rohlfing;Philipp Cimiano;Ingrid Scharlau;Tobias Matzner;Heike M. Buhl;Hendrik Buschmeier;Elena Esposito;Angela Grimminger;Barbara Hammer;Reinhold Häb-Umbach;Ilona Horwath;Eyke Hüllermeier;Friederike Kern;Stefan Kopp;Kirsten Thommes;Axel-Cyrille Ngonga Ngomo;Carsten Schulte;Henning Wachsmuth;Petra Wagner;Britta Wrede

Pages: 717 - 728

2021 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2021) will be held from 04/12/21 to 07/12/21

The 2021 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2021) will be held from 04/12/21 to 07/12/21. Register now! https://attend.ieee.org/ssci-2021/

IEEE Transactions on Fuzzy Systems, Volume 29, Issue 8, August 2021

1) A Polynomial Membership Function Approach for Stability Analysis of Fuzzy Systems
Author(s): Wen-Bo Xie;Song Sang;Hak-Keung Lam;Jian Zhang

Pages: 2077 - 2087

2) Nonsingular Finite-Time Event-Triggered Fuzzy Control for Large-Scale Nonlinear Systems

Author(s): Peihao Du;Yingnan Pan;Hongyi Li;Hak-Keung Lam

Pages: 2088 - 2099

3) A TSK-Type Convolutional Recurrent Fuzzy Network for Predicting Driving Fatigue

Author(s): Guanglong Du;Zhiyao Wang;Chunquan Li;Peter X. Liu

Pages: 2100 - 2111

4) Type-1 OWA Operators in Aggregating Multiple Sources of Uncertain Information: Properties and Real-World Applications in Integrated Diagnosis

Author(s): Shang-Ming Zhou;Francisco Chiclana;Robert I. John;Jonathan M. Garibaldi;Lin Huo

Pages: 2112 - 2121

5) Improved Adaptive Fuzzy Output-Feedback Dynamic Surface Control of Nonlinear Systems With Unknown Dead-Zone Output

Author(s): Zhiyao Ma;Hongjun Ma

Pages: 2122 - 2131

6) A Fuzzy Word Similarity Measure for Selecting Top-k Similar Words in Query Expansion

Author(s): Qian Liu;Heyan Huang;Junyu Xuan;Guangquan Zhang;Yang Gao;Jie Lu

Pages: 2132 - 2144

7) Robust TSK Fuzzy System Based on Semisupervised Learning for Label Noise Data

Author(s): Te Zhang;Zhaohong Deng;Hisao Ishibuchi;Lie Meng Pang

Pages: 2145 - 2157

8) A New 2-Tuple Linguistic Approach for Unbalanced Linguistic Term Sets

Author(s): Tanya Malhotra;Anjana Gupta

Pages: 2158 - 2168

9) Adaptive Fuzzy-Region-Based Control of Euler–Lagrange Systems With Kinematically Singular Configurations

Author(s): Hongbo Gao;Wei Bi;Xiaoyu Wu;Zhijun Li;Zhen Kan;Yu Kang

Pages: 2169 - 2179

10) Dual Linguistic Term Set and Its Application Based on the Normal Cloud Model

Author(s): Pei Wang;Shuai Huang;Chenguang Cai

Pages: 2180 - 2194

11) Multidimensional Fuzzy Sets

Author(s): Annaxsuel Lima;Eduardo S. Palmeira;Benjamín Bedregal;Humberto Bustince

Pages: 2195 - 2208

12) Adaptive Consensus-Based Model for Heterogeneous Large-Scale Group Decision-Making: Detecting and Managing Noncooperative Behaviors

Author(s): Zhang-Peng Tian;Ru-Xin Nie;Jian-Qiang Wang;Ru-Yin Long

Pages: 2209 - 2223

13) Memristive Fuzzy Deep Learning Systems

Author(s): Yang Zhang;Menglin Cui;Linlin Shen;Zhigang Zeng

Pages: 2224 - 2238

14) Distributivity and Conditional Distributivity for Uninorms With Continuous Underlying Operators Over a Given Continuous t-Norm

Author(s): Yong Su;Wenwen Zong;Jianrong Wu

Pages: 2239 - 2245

15) Finite-Time Adaptive Fuzzy Tracking Control for a Class of Nonlinear Systems With Full-State Constraints

Author(s): Lin Zhao;Guoqing Liu;Jinpeng Yu

Pages: 2246 - 2255

16) Finite-Time Adaptive Output Feedback Control for MIMO Nonlinear Systems With Actuator Faults and Saturations

Author(s): Ruihang Ji;Jie Ma;Dongyu Li;Shuzhi Sam Ge

Pages: 2256 - 2270

17) Risk Models for Hazardous Material Transportation Subject to Weight Variation Considerations

Author(s): Hao Hu;Jiaoman Du;Xiang Li;Changjing Shang;Qiang Shen

Pages: 2271 - 2282

18) ZSLF: A New Soft Likelihood Function Based on Z-Numbers and Its Application in Expert Decision System

Author(s): Ye Tian;Lili Liu;Xiangjun Mi;Bingyi Kang

Pages: 2283 - 2295

19) Optimal Interval Observer for Switched Takagi–Sugeno Systems: An Application to Interval Fault Estimation

Author(s): Yosr Garbouj;Thach N. Dinh;Tarek Raissi;Talel Zouari;Moufida Ksouri

Pages: 2296 - 2309

20) Adaptive Event-Triggered Fault Detection for Interval Type-2 T–S Fuzzy Systems With Sensor Saturation

Author(s): Xiang-Gui Guo;Xiao Fan;Choon Ki Ahn

Pages: 2310 - 2321

21) A Distributed Rough Evidential K-NN Classifier: Integrating Feature Reduction and Classification

Author(s): Zhi-gang Su;Qinghua Hu;Thierry Denœux

Pages: 2322 - 2335

22) Multivariate Time Series Forecasting Based on Elastic Net and High-Order Fuzzy Cognitive Maps: A Case Study on Human Action Prediction Through EEG Signals

Author(s): Fang Shen;Jing Liu;Kai Wu

Pages: 2336 - 2348

23) Sliding-Mode Control of Fuzzy Singularly Perturbed Descriptor Systems

Author(s): Yueying Wang;Xiangpeng Xie;Mohammed Chadli;Shaorong Xie;Yan Peng

Pages: 2349 - 2360

24) Intermittent Stabilization of Fuzzy Competitive Neural Networks With Reaction Diffusions

Author(s): Leimin Wang;Haibo He;Zhigang Zeng

Pages: 2361 - 2372

25) Deterministic Adaptive Robust Control With a Novel Optimal Gain Design Approach for a Fuzzy 2-DOF Lower Limb Exoskeleton Robot System

Author(s): Jiang Han;Siyang Yang;Lian Xia;Ye-Hwa Chen

Pages: 2373 - 2387

26) Singularity-Free Fixed-Time Fuzzy Control for Robotic Systems With User-Defined Performance

Author(s): Yingnan Pan;Peihao Du;Hong Xue;Hak-Keung Lam

Pages: 2388 - 2398

27) Explaining Deep Learning Models Through Rule-Based Approximation and Visualization

Author(s): Eduardo Soares;Plamen P. Angelov;Bruno Costa;Marcos P. Gerardo Castro;Subramanya Nageshrao;Dimitar Filev

Pages: 2399 - 2407

28) Adaptive Fuzzy Iterative Learning Control for High-Speed Trains With Both Randomly Varying Operation Lengths and System Constraints

Author(s): Qiongxia Yu;Zhongsheng Hou

Pages: 2408 - 2418

29) Enhanced Switching Stabilization of Discrete-Time Takagi–Sugeno Fuzzy Systems: Reducing the Conservatism and Alleviating the Online Computational Burden

Author(s): Xiangpeng Xie;Dong Yue;Ju H. Park

Pages: 2419 - 2424

30) Multilayer Ensemble Evolving Fuzzy Inference System

Author(s): Xiaowei Gu

Pages: 2425 - 2431

31) Theoretical Analysis of the Generalization Error of the Sampling-Based Fuzzy C-Means

Author(s): Zhongjie Zhang;Jian Huang

Pages: 2432 - 2437

32) Finite-Time Stabilization-Based Adaptive Fuzzy Control Design

Author(s): Bing Chen;Chong Lin

Pages: 2438 - 2443

33) A Novel Smoothing Approach for Linear Objective Optimizations Subject to Fuzzy Relation Inequalities With Addition-Min Composition

Author(s): Fang-Fang Guo;Jie Shen

Pages: 2444 - 2450

Submission deadline for the International Conference on Intelligent Systems and Computational Intelligence (ICISCI 2022) is approaching (Nov 15th)

The submission deadline for the International Conference on Intelligent Systems and Computational Intelligence (ICISCI 2022) is approaching (Nov 15th). Submit your paper! http://www.icisci2022.org/index.html