IEEE Transactions on Fuzzy Systems, Volume 29, Number 11, November 2021

1) Large-Scale Malicious Software Classification With Fuzzified Features and Boosted Fuzzy Random Forest

Author(s): Fang-Qi Li;Shi-Lin Wang;Alan Wee-Chung Liew;Weiping Ding;Gong-Shen Liu

Pages: 3205 - 3218

2) Concept Drift Detection: Dealing With Missing Values via Fuzzy Distance Estimations

Author(s): Anjin Liu;Jie Lu;Guangquan Zhang

Pages: 3219 - 3233

3) Improved Artificial Immune System Algorithm for Type-2 Fuzzy Flexible Job Shop Scheduling Problem

Author(s): Jun-qing Li;Zheng-min Liu;Chengdong Li;Zhi-xin Zheng

Pages: 3234 - 3248

4) A New Fuzzy Cluster Validity Index for Hyperellipsoid or Hyperspherical Shape Close Clusters With Distant Centroids

Author(s): Himanshu Mittal;Mukesh Saraswat

Pages: 3249 - 3258

5) On the Maximum Entropy Negation of a Complex-Valued Distribution

Author(s): Fuyuan Xiao

Pages: 3259 - 3269

6) A Comparative Study Between Analytic Hierarchy Process and Its Fuzzy Variants: A Perspective Based on Two Linguistic Models

Author(s): Bowen Zhang;Cong-Cong Li;Yucheng Dong;Witold Pedrycz

Pages: 3270 - 3279

7) Membership-Function-Dependent Stability Analysis for Polynomial-Fuzzy-Model-Based Control Systems via Chebyshev Membership Functions

Author(s): Zhiyong Bao;Xiaomiao Li;Hak-Keung Lam;Yong Peng;Fucai Liu

Pages: 3280 - 3292

8) Design of Reinforced Hybrid Fuzzy Rule-Based Neural Networks Driven to Inhomogeneous Neurons and Tournament Selection

Author(s): Congcong Zhang;Sung-Kwun Oh;Zunwei Fu;Witold Pedrycz

Pages: 3293 - 3307

9) Multisource Heterogeneous Unsupervised Domain Adaptation via Fuzzy Relation Neural Networks

Author(s): Feng Liu;Guangquan Zhang;Jie Lu

Pages: 3308 - 3322

10) A Fast Inference and Type-Reduction Process for Constrained Interval Type-2 Fuzzy Systems

Author(s): Pasquale D’Alterio;Jonathan M. Garibaldi;Robert I. John;Christian Wagner

Pages: 3323 - 3333

11) Thick Fuzzy Sets (TFSs) and Their Potential Use in Uncertain Fuzzy Computations and Modeling

Author(s): Reda Boukezzoula;Luc Jaulin;Benoit Desrochers;Didier Coquin

Pages: 3334 - 3348

12) Fuzzy-Dependent-Switching Control of Nonlinear Systems With Aperiodic Sampling

Author(s): Zheng You;Huaicheng Yan;Hao Zhang;Shiming Chen;Meng Wang

Pages: 3349 - 3359

13) Fuzzy-Affine-Model-Based Sampled-Data Filtering Design for Stochastic Nonlinear Systems

Author(s): Jianbin Qiu;Wenqiang Ji;Hak-Keung Lam;Meng Wang

Pages: 3360 - 3373

14) Bilevel Optimization Problem With Random-Term-Absent Max-Product Fuzzy Relation Inequalities Constraint

Author(s): Jianjun Qiu;Guanrong Li;Xiaopeng Yang

Pages: 3374 - 3388

15) IBLF-Based Finite-Time Adaptive Fuzzy Output-Feedback Control for Uncertain MIMO Nonlinear State-Constrained Systems

Author(s): Yan Wei;Yueying Wang;Choon Ki Ahn;Dengping Duan

Pages: 3389 - 3400

16) Event-Triggered Switching-Type Fault Detection and Isolation for Fuzzy Control Systems Under DoS Attacks

Author(s): Xiang-Gui Guo;Xiao Fan;Jian-Liang Wang;Ju H. Park

Pages: 3401 - 3414

17) Robust Resilient Control for Nonlinear Systems Under Denial-of-Service Attacks

Author(s): Zhiqiang Li;Qing Li;Da-Wei Ding;Xinmiao Sun

Pages: 3415 - 3427

18) Adaptive Fuzzy Fixed-Time Decentralized Control for Stochastic Nonlinear Systems

Author(s): Kewen Li;Yongming Li;Guangdeng Zong

Pages: 3428 - 3440

19) Realizing Deep High-Order TSK Fuzzy Classifier by Ensembling Interpretable Zero-Order TSK Fuzzy Subclassifiers

Author(s): Bin Qin;Yusuke Nojima;Hisao Ishibuchi;Shitong Wang

Pages: 3441 - 3455

20) Design of Interval Type-2 Information Granules Based on the Principle of Justifiable Granularity

Author(s): Bowen Zhang;Witold Pedrycz;Xianmin Wang;Adam Gacek

Pages: 3456 - 3469

21) Complex Network Modeling of Evidence Theory

Author(s): Jie Zhao;Yong Deng

Pages: 3470 - 3480

22) Fuzzy Pooling

Author(s): Dimitrios E. Diamantis;Dimitris K. Iakovidis

Pages: 3481 - 3488

23) On the Interpretability of Belief Rule-Based Expert Systems

Author(s): You Cao;Zhijie Zhou;Changhua Hu;Wei He;Shuaiwen Tang

Pages: 3489 - 3503

24) Identification of Fuzzy Rule-Based Models With Output Space Knowledge Guidance

Author(s): Yinghua Shen;Witold Pedrycz;Xuyang Jing;Adam Gacek;Xianmin Wang;Bingsheng Liu

Pages: 3504 - 3518

25) Stackelberg–Nash Game Approach for Constrained Robust Optimization With Fuzzy Variables

Author(s): Jie Han;Chunhua Yang;Cheng-Chew Lim;Xiaojun Zhou;Peng Shi

Pages: 3519 - 3531

26) Probabilistic Linguistic Term Set With Interval Uncertainty

Author(s): Xingli Wu;Huchang Liao;Witold Pedrycz

Pages: 3532 - 3545

27) Extensions of Discrete Copulas to Sparse Copulas

Author(s): Juan Fernández-Sánchez;José Juan Quesada-Molina;Manuel Úbeda-Flores

Pages: 3546 - 3551

28) Fuzzy Observer for 2-D Parabolic Equation With Output Time Delay

Author(s): Wen Kang;Zhiji Han;Zhijie Liu;Bao-Zhu Guo

Pages: 3552 - 3560

29) Fault Diagnosis and Fault Tolerant Control for T–S Fuzzy Stochastic Distribution Systems Subject to Sensor and Actuator Faults

Author(s): Hao Wang;Yunfeng Kang;Lina Yao;Hong Wang;Zhiwei Gao

Pages: 3561 - 3569

30) Aggregation of Order-2 Fuzzy Sets

Author(s): Witold Pedrycz;Adam Gacek;Xianmin Wang

Pages: 3570 - 3575

 

IEEE Transactions on Artificial Intelligence, Volume 2, Issue 6, December 2021

1) Towards Machine Learning as an Enabler of Computational Creativity

Author(s): Deborah Mateja;Armin Heinzl

Pages: 460 - 475

2) Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges

Author(s): Edgar Galván;Peter Mooney

Pages: 476 - 493

3) Exploiting Causal Structure for Robust Model Selection in Unsupervised Domain Adaptation

Author(s): Trent Kyono;Mihaela van der Schaar

Pages: 494 - 507

4) Domain Adaptation Without Source Data

Author(s): Youngeun Kim;Donghyeon Cho;Kyeongtak Han;Priyadarshini Panda;Sungeun Hong

Pages: 508 - 518

5) Fair Server Selection in Edge Computing With Q-Value-Normalized Action-Suppressed Quadruple Q-Learning

Author(s): Alaa Eddin Alchalabi;Shervin Shirmohammadi;Shady Mohammed;Sorin Stoian;Karthigesu Vijayasuganthan

Pages: 519 - 527

6) Redefining Wireless Communication for 6G: Signal Processing Meets Deep Learning With Deep Unfolding

Author(s): Anu Jagannath;Jithin Jagannath;Tommaso Melodia

Pages: 528 - 536

7) Dynamic Instance-Wise Classification in Correlated Feature Spaces

Author(s): Yasitha Warahena Liyanage;Daphney-Stavroula Zois;Charalampos Chelmis

Pages: 537 - 548

8) Sparsity-Induced Graph Convolutional Network for Semisupervised Learning

Author(s): Jianhang Zhou;Shaoning Zeng;Bob Zhang

Pages: 549 - 563

9) An Out-of-Distribution Attack Resistance Approach to Emotion Categorization

Author(s): Harisu Abdullahi Shehu;Will N. Browne;Hedwig Eisenbarth

Pages: 564 - 573

10) MACE: Model Agnostic Concept Extractor for Explaining Image Classification Networks

Author(s): Ashish Kumar;Karan Sehgal;Prerna Garg;Vidhya Kamakshi;Narayanan Chatapuram Krishnan

Pages: 574 - 583

11) Preserving Similarity and Staring Decisis for Feature Selection

Author(s): Wanfu Gao;Liang Hu;Yonghao Li;Ping Zhang

Pages: 584 - 593

12) CapsCovNet: A Modified Capsule Network to Diagnose COVID-19 From Multimodal Medical Imaging

Author(s): A. F. M. Saif;Tamjid Imtiaz;Shahriar Rifat;Celia Shahnaz;Wei-Ping Zhu;M. Omair Ahmad

Pages: 608 - 617

13) Two-Dimensional Broad Learning System for Data Analytic

Author(s): Wei Dai;Rui Zhang;Qianjin Wang;Yuhu Cheng;Xuesong Wang

Pages: 594 - 607

IEEE Transactions on Cognitive and Developmental Systems; Volume 13, Number 4, December 2021

1. A Survey on Neuromarketing Using EEG Signals

Author(s): Vaishali Khurana;Monika Gahalawat;Pradeep Kumar;Partha Pratim Roy;Debi Prosad Dogra;Erik Scheme;Mohammad Soleymani

Pages: 732 - 749

2. Morphological Development in Robotic Learning: A Survey

Author(s): Martín Naya-Varela;Andrés Faíña;Richard J. Duro

Pages: 750 - 768

3. Constructing EEG Large-Scale Cortical Functional Network Connectivity Based on Brain Atlas by S Estimator

Author(s): Chanlin Yi;Chunli Chen;Lin Jiang;Qin Tao;Fali Li;Yajing Si;Tao Zhang;Dezhong Yao;Peng Xu

Pages: 769 - 778

4. Semiautomatic Behavioral Change-Point Detection: A Case Study Analyzing Children Interactions With a Social Agent

Author(s): Vito Monteleone;Liliana Lo Presti;Marco La Cascia;Soizic Gauthier;Jean Xavier;Mohamed Zaoui;Alain Berthoz;David Cohen;Mohamed Chetouani;Salvatore Maria Anzalone

Pages: 779 - 790

5. Robot Navigation in Unseen Spaces Using an Abstract Map

Author(s): Ben Talbot;Feras Dayoub;Peter Corke;Gordon Wyeth

Pages: 791 - 805

6. Minimalistic Attacks: How Little It Takes to Fool Deep Reinforcement Learning Policies

Author(s): Xinghua Qu;Zhu Sun;Yew-Soon Ong;Abhishek Gupta;Pengfei Wei

Pages: 806 - 817

7. Regulated Morphogen Gradients for Target Surrounding and Adaptive Shape Formation

Author(s): Ataollah Ramezan Shirazi;Yaochu Jin

Pages: 818 - 826

8. Neural Encoding for Human Visual Cortex With Deep Neural Networks Learning “What” and “Where”

Author(s): Haibao Wang;Lijie Huang;Changde Du;Dan Li;Bo Wang;Huiguang He

Pages: 827 - 840

9. Deep Variational Autoencoder for Mapping Functional Brain Networks

Author(s): Ning Qiang;Qinglin Dong;Fangfei Ge;Hongtao Liang;Bao Ge;Shu Zhang;Yifei Sun;Jie Gao;Tianming Liu

Pages: 841 - 852

10. Rapid Learning of Complex Sequences With Time Constraints: A Dynamic Neural Field Model

Author(s): Flora Ferreira;Weronika Wojtak;Emanuel Sousa;Luís Louro;Estela Bicho;Wolfram Erlhagen

Pages: 853 - 864

11. Person Reidentification by Multiscale Feature Representation Learning With Random Batch Feature Mask

Author(s): Yong Wu;Kun Zhang;Di Wu;Chao Wang;Chang-An Yuan;Xiao Qin;Tao Zhu;Yu-Chuan Du;Han-Li Wang;De-Shuang Huang

Pages: 865 - 874

12. Automatic Assessment for Severe Self-Reported Depressive Symptoms Using Speech Cues

Author(s): Jinfang Wang;Ke Lv;Chang Liu;Xinli Nie;Dhananjaya Gowda;Shuxin Luan

Pages: 875 - 884

13. EEG Emotion Recognition Based on 3-D Feature Representation and Dilated Fully Convolutional Networks

Author(s): Dongdong Li;Bing Chai;Zhe Wang;Hai Yang;Wenli Du

Pages: 885 - 897

14. Identity–Expression Dual Branch Network for Facial Expression Recognition

Author(s): Haifeng Zhang;Wen Su;Jun Yu;Zengfu Wang

Pages: 898 - 911

15. VRDriving: A Virtual-to-Real Autonomous Driving Framework Based on Adversarial Learning

Author(s): Wei Yuan;Ming Yang;Chunxiang Wang;Bing Wang

Pages: 912 - 921

16. Modeling Multiple Language Learning in a Developmental Cognitive Architecture

Author(s): Ioanna Giorgi;Bruno Golosio;Massimo Esposito;Angelo Cangelosi;Giovanni L. Masala

Pages: 922 - 933

17. Tutor-Guided Interior Navigation With Deep Reinforcement Learning

Author(s): Fanyu Zeng;Chen Wang;Shuzhi Sam Ge

Pages: 934 - 944

18. A Channel-Fused Dense Convolutional Network for EEG-Based Emotion Recognition

Author(s): Zhongke Gao;Xinmin Wang;Yuxuan Yang;Yanli Li;Kai Ma;Guanrong Chen

Pages: 945 - 954

19. Hierarchy Graph Convolution Network and Tree Classification for Epileptic Detection on Electroencephalography Signals

Author(s): Difei Zeng;Kejie Huang;Cenglin Xu;Haibin Shen;Zhong Chen

Pages: 955 - 968

20. Color Facial Expression Recognition by Quaternion Convolutional Neural Network With Gabor Attention

Author(s): Yu Zhou;Lianghai Jin;Hong Liu;Enmin Song

Pages: 969 - 983

21. A Study of Joint Effect on Denoising Techniques and Visual Cues to Improve Speech Intelligibility in Cochlear Implant Simulation

Author(s): Rung-Yu Tseng;Tao-Wei Wang;Szu-Wei Fu;Chia-Ying Lee;Yu Tsao

Pages: 984 - 994

22. OnionNet: Single-View Depth Prediction and Camera Pose Estimation for Unlabeled Video

Author(s): Tianhao Gu;Zhe Wang;Dongdong Li;Hai Yang;Wenli Du;Yangming Zhou

Pages: 995 - 1009

23. Discrete Interactions in Decentralized Multiagent Coordination: A Probabilistic Perspective

Author(s): Ming Liu;Weiling Chang;Chao Li;Yuchun Ji;Ruiguang Li;Minyu Feng

Pages: 1010 - 1022

24. Off-Policy Deep Reinforcement Learning Based on Steffensen Value Iteration

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

Pages: 1023 - 1032

IEEE Transactions on Evolutionary Computation, Volume 25, Issue 6, December 2021

1) A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization

Author(s): Zhenshou Song; Handing Wang; Cheng He; Yaochu Jin

Pages: 1013 - 1027

2) A Survey of Normalization Methods in Multiobjective Evolutionary Algorithms

Author(s): Linjun He; Hisao Ishibuchi; Anupam Trivedi; Handing Wang; Yang Nan; Dipti Srinivasan

Pages: 1028 - 1048

3) Multitree Genetic Programming With New Operators for Transfer Learning in Symbolic Regression With Incomplete Data

Author(s): Baligh Al-Helali; Qi Chen; Bing Xue; Mengjie Zhang

Pages: 1049 - 1063

4) Weighted Indicator-Based Evolutionary Algorithm for Multimodal Multiobjective Optimization

Author(s): Wenhua Li; Tao Zhang; Rui Wang; Hisao Ishibuchi

Pages: 1064 - 1078

5) Autoencoding With a Classifier System

Author(s): Richard J. Preen; Stewart W. Wilson; Larry Bull

Pages: 1079 - 1090

6) Identifying Influential Spreaders in Social Networks Through Discrete Moth-Flame Optimization

Author(s): Lu Wang; Lei Ma; Chao Wang; Neng-Gang Xie; Jin Ming Koh; Kang Hao Cheong

Pages: 1091 - 1102

7) Partial Evaluation Strategies for Expensive Evolutionary Constrained Optimization

Author(s): Kamrul Hasan Rahi; Hemant Kumar Singh; Tapabrata Ray

Pages: 1103 - 1117

8) Evolutionary Neural Architecture Search for High-Dimensional Skip-Connection Structures on DenseNet Style Networks

Author(s): Damien O’Neill; Bing Xue; Mengjie Zhang

Pages: 1118 - 1132

9) Set Theory-Based Operator Design in Evolutionary Algorithms for Solving Knapsack Problems

Author(s): Ran Wang; Zichao Zhang

Pages: 1133 - 1147

10) A Divide-and-Conquer Genetic Programming Algorithm With Ensembles for Image Classification

Author(s): Ying Bi; Bing Xue; Mengjie Zhang

Pages: 1148 - 1162

11) Statistical Models for the Analysis of Optimization Algorithms With Benchmark Functions

Author(s): David Issa Mattos; Jan Bosch; Helena Holmström Olsson

Pages: 1163 - 1177

Submission deadline for IEEE CIVEMSA 2022 is 18th February 2022. Submit your paper!

The submission deadline for the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (IEEE CIVEMSA 2022) is 18th February 2022. Submit your paper! https://civemsa2022.ieee-ims.org/

IEEE Transactions on Fuzzy Systems, Volume 29, Issue 10

1) Stability and Stabilization of T–S Fuzzy Time-Delay System via Relaxed Integral Inequality and Dynamic Delay Partition

Author(s): Gang Wang; Liang Jia; Huaguang Zhang

Pages: 2829 - 2843

2) Three-Way Multiattribute Decision-Making Based on Outranking Relations

Author(s): Jianming Zhan; Haibo Jiang; Yiyu Yao

Pages: 2844 - 2858

3) Fuzzy FDI System for Flyback Converters

Author(s): Juan Jesús Silva-Romero; Adriana del Carmen Téllez-Anguiano; Juan Anzurez-Marín; Ricardo Fabricio Escobar-Jiménez; Mario Heras-Cervantes

Pages: 2859 - 2868

4) A Novel Fuzzy Output Feedback Dynamic Sliding Mode Controller Design for Two-Dimensional Nonlinear Systems

Author(s): Jianbin Qiu; Wenqiang Ji; Mohammed Chadli

Pages: 2869 - 2877

5) Fuzzy Adaptive Containment Control for Nonlinear Nonaffine Pure-Feedback Multiagent Systems

Author(s): Faxiang Zhang; Yang-Yang Chen

Pages: 2878 - 2889

6) Novel Regularization for Learning the Fuzzy Choquet Integral With Limited Training Data

Author(s): Siva Krishna Kakula; Anthony J. Pinar; Muhammad Aminul Islam; Derek T. Anderson; Timothy C. Havens

Pages: 2890 - 2901

7) Sliding Mode Control of Markovian Jump Fuzzy Systems: A Dynamic Event-Triggered Method

Author(s): Zhiru Cao; Yugang Niu; Hak-Keung Lam; Jiancong Zhao

Pages: 2902 - 2915

8) Fuzzy-Approximation-Based Distributed Fault-Tolerant Consensus for Heterogeneous Switched Nonlinear Multiagent Systems

Author(s): Wencheng Zou; Choon Ki Ahn; Zhengrong Xiang

Pages: 2916 - 2925

9) An Improved Fuzzy Event-Triggered Asynchronous Dissipative Control to T–S FMJSs With Nonperiodic Sampled Data

Author(s): Xin Wang; Ju H. Park; Huilan Yang; Shouming Zhong

Pages: 2926 - 2937

10) A Unified Framework for Asymptotic Observer Design of Fuzzy Systems With Unmeasurable Premise Variables

Author(s): Juntao Pan; Anh-Tu Nguyen; Thierry-Marie Guerra; Dalil Ichalal

Pages: 2938 - 2948

11) Event-Triggered Fuzzy Flight Control of a Two-Degree-of-Freedom Helicopter System

Author(s): He Zhang; Jun Liu

Pages: 2949 - 2962

12) On the Accuracy–Complexity Tradeoff of Fuzzy Broad Learning System

Author(s): Shuang Feng; C. L. Philip Chen; Lili Xu; Zhulin Liu

Pages: 2963 - 2974

13) Information Granules-Based BP Neural Network for Long-Term Prediction of Time Series

Author(s): Weina Wang; Wanquan Liu; Hui Chen

Pages: 2975 - 2987

14) Characterizations of Fuzzy Implications Generated by Continuous Multiplicative Generators of T-Norms

Author(s): Hongjun Zhou

Pages: 2988 - 3002

15) Event-Based Adaptive Fuzzy Asymptotic Tracking Control of Uncertain Nonlinear Systems

Author(s): Yuan-Xin Li; Xiaoyan Hu; Weiwei Che; Zhongsheng Hou

Pages: 3003 - 3013

16) Olfactory-Based Navigation via Model-Based Reinforcement Learning and Fuzzy Inference Methods

Author(s): Lingxiao Wang; Shuo Pang; Jinlong Li

Pages: 3014 - 3027

17) Asymmetric Possibility and Necessity Regression by Twin-Support Vector Networks

Author(s): Pei-Yi Hao

Pages: 3028 - 3042

18) Fault-Tolerant Fuzzy Control for Semi-Markov Jump Nonlinear Systems Subject to Incomplete SMK and Actuator Failures

Author(s): Hao Shen; Mingcheng Dai; Yiping Luo; Jinde Cao; Mohammed Chadli

Pages: 3043 - 3053

19) Sampled-Data Fuzzy Control for Nonlinear Delayed Distributed Parameter Systems

Author(s): Zi-Peng Wang; Huai-Ning Wu; Tingwen Huang

Pages: 3054 - 3066

20) Fuzzy Double Hidden Layer Recurrent Neural Terminal Sliding Mode Control of Single-Phase Active Power Filter

Author(s): Juntao Fei; Yun Chen

Pages: 3067 - 3081

21) H∞ Synchronization for Fuzzy Markov Jump Chaotic Systems With Piecewise-Constant Transition Probabilities Subject to PDT Switching Rule

Author(s): Jing Wang; Jianwei Xia; Hao Shen; Mengping Xing; Ju H. Park

Pages: 3082 - 3092

22) Continuous Fuzzy Transform as Integral Operator

Author(s): Giuseppe Patané

Pages: 3093 - 3102

23) Kernelized Mahalanobis Distance for Fuzzy Clustering

Author(s): Shan Zeng; Xiuying Wang; Xiangjun Duan; Sen Zeng; Zuyin Xiao; David Feng

Pages: 3103 - 3117

24) Memory-Based Continuous Event-Triggered Control for Networked T–S Fuzzy Systems Against Cyberattacks

Author(s): Zhou Gu; Peng Shi; Dong Yue; Shen Yan; Xiangpeng Xie

Pages: 3118 - 3129

25) Decentralized Adaptive Fuzzy Tracking Control for a Class of Nonlinear Uncertain Interconnected Systems With Multiple Faults and Denial-of-Service Attack

Author(s): Xiaoyan Jiang; Xiaowu Mu; Zenghui Hu

Pages: 3130 - 3141

26) Adaptive Fuzzy Nonsingular Fixed-Time Control for Nonstrict-Feedback Constrained Nonlinear Multiagent Systems With Input Saturation

Author(s): Haijiao Yang; Dan Ye

Pages: 3142 - 3153

27) Global Mittag-Leffler Boundedness of Fractional-Order Fuzzy Quaternion-Valued Neural Networks With Linear Threshold Neurons

Author(s): Jigui Jian; Kai Wu; Baoxian Wang

Pages: 3154 - 3164

28) Smart Identification of Topographically Variant Anomalies in Brain Magnetic Resonance Imaging Using a Fish School-Based Fuzzy Clustering Approach

Author(s): Saravanan Alagarsamy; Yu-Dong Zhang; Vishnuvarthanan Govindaraj; Murugan Pallikonda Rajasekaran; Sakthivel Sankaran

Pages: 3165 - 3177

29) On r⃗ -(Quasi-)Overlap Functions

Author(s): Junsheng Qiao; Zengtai Gong

Pages: 3178 - 3185

30) Adaptive Fuzzy Decentralized Tracking Control for Large-Scale Interconnected Nonlinear Networked Control Systems

Author(s): Min Ma; Tong Wang; Jianbin Qiu; Hamid Reza Karimi

Pages: 3186 - 3191

31) Admissibility Analysis and Robust H∞ Control for T–S Fuzzy Descriptor Systems With Structured Parametric Uncertainties

Author(s): Jiabao He; Feng Xu; Xueqian Wang; Bin Liang

Pages: 3192 - 3200

32) Comments on “Decentralized Fuzzy Observer-Based Output-Feedback Control for Nonlinear Large-Scale Systems: An LMI Approach”

Author(s): Souhail Tiko; Fouad Mesquine

Pages: 3201 - 3203

IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 5, Issue 6, December 2021

1) Deep COLA: A Deep COmpetitive Learning Algorithm for Future Home Energy Management Systems

Author(s): Ghulam Mohi-Ud-Din;Angelos K. Marnerides;Qi Shi;Chelsea Dobbins;Aine MacDermott

Pages: 860 - 870

2) Deep Learning Assisted Time-Frequency Processing for Speech Enhancement on Drones

Author(s): Lin Wang;Andrea Cavallaro

Pages: 871 - 881

3) Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes

Author(s): Paul Fergus;Carl Chalmers;Casimiro Curbelo Montanez;Denis Reilly;Paulo Lisboa;Beth Pineles

Pages: 882 - 892

4) D-FRI-Honeypot: A Secure Sting Operation for Hacking the Hackers Using Dynamic Fuzzy Rule Interpolation

Author(s): Nitin Naik;Changjing Shang;Paul Jenkins;Qiang Shen

Pages: 893 - 907

5) A Novel Scalable Kernelized Fuzzy Clustering Algorithms Based on In-Memory Computation for Handling Big Data

Author(s): Preeti Jha;Aruna Tiwari;Neha Bharill;Milind Ratnaparkhe;Mukkamalla Mounika;Neha Nagendra

Pages: 908 - 919

6) Reconstructing Heterogeneous Networks via Compressive Sensing and Clustering

Author(s): Yichi Zhang;Chunhua Yang;Keke Huang;Marko Jusup;Zhen Wang;Xuelong Li

Pages: 920 - 930

7) Dynamic Node Embeddings From Edge Streams

Author(s): John Boaz Lee;Giang Nguyen;Ryan A. Rossi;Nesreen K. Ahmed;Eunyee Koh;Sungchul Kim

Pages: 931 - 946

8) A Bi-Population Cooperative Memetic Algorithm for Distributed Hybrid Flow-Shop Scheduling

Author(s): Jing-jing Wang;Ling Wang

Pages: 947 - 961

9) A Novel Supervised Control Strategy for Interconnected DFIG-Based Wind Turbine Systems: MiL Validations

Author(s): Hooman Mohammadi Moghadam;Meysam Gheisarnejad;Zahra Esfahani;Mohammad-Hassan Khooban

Pages: 962 - 971

IEEE Transactions on Neural Networks and Learning Systems, Volume 32, Issue 10, October 2021

1) PM2.5 Monitoring: Use Information Abundance Measurement and Wide and Deep Learning

Author(s): Ke Gu; Hongyan Liu; Zhifang Xia; Junfei Qiao; Weisi Lin; Daniel Thalmann

Pages: 4278 - 4290

2) Attention in Natural Language Processing

Author(s): Andrea Galassi; Marco Lippi; Paolo Torroni

Pages: 4291 - 4308

3) Open Set Domain Adaptation: Theoretical Bound and Algorithm

Author(s): Zhen Fang; Jie Lu; Feng Liu; Junyu Xuan; Guangquan Zhang

Pages: 4309 - 4322

4) Distributed Min–Max Learning Scheme for Neural Networks With Applications to High-Dimensional Classification

Author(s): Krishnan Raghavan; Shweta Garg; Sarangapani Jagannathan; V. A. Samaranayake

Pages: 4323 - 4333

5) Off-Policy Reinforcement Learning for Tracking in Continuous-Time Systems on Two Time Scales

Author(s): Wenqian Xue; Jialu Fan; Victor G. Lopez; Yi Jiang; Tianyou Chai; Frank L. Lewis

Pages: 4334 - 4346

6) Adaptive Developmental Resonance Network

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

Pages: 4347 - 4361

7) Rich Visual Knowledge-Based Augmentation Network for Visual Question Answering

Author(s): Liyang Zhang; Shuaicheng Liu; Donghao Liu; Pengpeng Zeng; Xiangpeng Li; Jingkuan Song; Lianli Gao

Pages: 4362 - 4373

8) Accelerated Proximal Subsampled Newton Method

Author(s): Haishan Ye; Luo Luo; Zhihua Zhang

Pages: 4374 - 4388

9) Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Sampling

Author(s): Haoran You; Yu Cheng; Tianheng Cheng; Chunliang Li; Pan Zhou

Pages: 4389 - 4403

10) Analogy-Detail Networks for Object Recognition

Author(s): Xiaoyu Tao; Xiaopeng Hong; Weiwei Shi; Xinyuan Chang; Yihong Gong

Pages: 4404 - 4418

11) An Effective Hybrid Learning Model for Real-Time Event Summarization

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

Pages: 4419 - 4431

12) Synchronous Fault-Tolerant Near-Optimal Control for Discrete-Time Nonlinear PE Game

Author(s): Yuan Yuan; Peng Zhang; Xuelong Li

Pages: 4432 - 4444

13) Online Learning With Adaptive Rebalancing in Nonstationary Environments

Author(s): Kleanthis Malialis; Christos G. Panayiotou; Marios M. Polycarpou

Pages: 4445 - 4459

14) IAUnet: Global Context-Aware Feature Learning for Person Reidentification

Author(s): Ruibing Hou; Bingpeng Ma; Hong Chang; Xinqian Gu; Shiguang Shan; Xilin Chen

Pages: 4460 - 4474

15) Antidecay LSTM for Siamese Tracking With Adversarial Learning

Author(s): Fei Zhao; Ting Zhang; Yi Wu; Ming Tang; Jinqiao Wang

Pages: 4475 - 4489

16) Terminal Sliding Mode Control of MEMS Gyroscopes With Finite-Time Learning

Author(s): Yuyan Guo; Bin Xu; Rui Zhang

Pages: 4490 - 4498

17) EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression

Author(s): Xiaofeng Ruan; Yufan Liu; Chunfeng Yuan; Bing Li; Weiming Hu; Yangxi Li; Stephen Maybank

Pages: 4499 - 4513

18) Inductive Structure Consistent Hashing via Flexible Semantic Calibration

Author(s): Zheng Zhang; Luyao Liu; Yadan Luo; Zi Huang; Fumin Shen; Heng Tao Shen; Guangming Lu

Pages: 4514 - 4528

19) An Uplink Communication-Efficient Approach to Featurewise Distributed Sparse Optimization With Differential Privacy

Author(s): Jian Lou; Yiu-ming Cheung

Pages: 4529 - 4543

20) Optimal Impulsive Control Using Adaptive Dynamic Programming and its Application in Spacecraft Rendezvous

Author(s): Ali Heydari

Pages: 4544 - 4552

21) Robot Motor Skill Transfer With Alternate Learning in Two Spaces

Author(s): Jian Fu; Xiang Teng; Ce Cao; Zhaojie Ju; Ping Lou

Pages: 4553 - 4564

22) Disturbance-Aware Neuro-Optimal System Control Using Generative Adversarial Control Networks

Author(s): Kai-Fung Chu; Albert Y. S. Lam; Chenchen Fan; Victor O. K. Li

Pages: 4565 - 4576

23) Robust Formation Control for Cooperative Underactuated Quadrotors via Reinforcement Learning

Author(s): Wanbing Zhao; Hao Liu; Frank L. Lewis

Pages: 4577 - 4587

24) Self-Organizing Nebulous Growths for Robust and Incremental Data Visualization

Author(s): Damith A. Senanayake; Wei Wang; Shalin H. Naik; Saman Halgamuge

Pages: 4588 - 4602

25) Modeling and Control of Hybrid 3-D Gaits of Snake-Like Robots

Author(s): Zhengcai Cao; Dong Zhang; MengChu Zhou

Pages: 4603 - 4612

26) Nonergodic Complexity of Proximal Inertial Gradient Descents

Author(s): Tao Sun; Linbo Qiao; Dongsheng Li

Pages: 4613 - 4626

27) A Minibatch Proximal Stochastic Recursive Gradient Algorithm Using a Trust-Region-Like Scheme and Barzilai–Borwein Stepsizes

Author(s): Tengteng Yu; Xin-Wei Liu; Yu-Hong Dai; Jie Sun

Pages: 4627 - 4638

28) Learning Automata-Based Multiagent Reinforcement Learning for Optimization of Cooperative Tasks

Author(s): Zhen Zhang; Dongqing Wang; Junwei Gao

Pages: 4639 - 4652

29) Bearing-Based Adaptive Neural Formation Scaling Control for Autonomous Surface Vehicles With Uncertainties and Input Saturation

Author(s): Yu Lu; Changyun Wen; Tielong Shen; Weidong Zhang

Pages: 4653 - 4664

30) Explainable Uncertainty-Aware Convolutional Recurrent Neural Network for Irregular Medical Time Series

Author(s): Qingxiong Tan; Mang Ye; Andy Jinhua Ma; Baoyao Yang; Terry Cheuk-Fung Yip; Grace Lai-Hung Wong; Pong C. Yuen

Pages: 4665 - 4679

31) Model-Driven Architecture of Extreme Learning Machine to Extract Power Flow Features

Author(s): Qian Gao; Zhifang Yang; Juan Yu; Wei Dai; Xingyu Lei; Bo Tang; Kaigui Xie; Wenyuan Li

Pages: 4680 - 4690

32) Feature Interaction for Streaming Feature Selection

Author(s): Peng Zhou; Peipei Li; Shu Zhao; Xindong Wu

Pages: 4691 - 4702

33) Neural-Network-Based Adaptive DSC Design for Switched Fractional-Order Nonlinear Systems

Author(s): Shuai Sui; C. L. Philip Chen; Shaocheng Tong

Pages: 4703 - 4712

34) Spatiotemporal Behind-the-Meter Load and PV Power Forecasting via Deep Graph Dictionary Learning

Author(s): Mahdi Khodayar; Guangyi Liu; Jianhui Wang; Okyay Kaynak; Mohammad E. Khodayar

Pages: 4713 - 4727

35) Synaptic Weight Evolution and Charge Trapping Mechanisms in a Synaptic Pass-Transistor Operation With a Direct Potential Output

Author(s): Yeonsu Kang; Jiung Jang; Danyoung Cha; Sungsik Lee

Pages: 4728 - 4741

36) Class-Variant Margin Normalized Softmax Loss for Deep Face Recognition

Author(s): Wanping Zhang; Yongru Chen; Wenming Yang; Guijin Wang; Jing-Hao Xue; Qingmin Liao

Pages: 4742 - 4747

37) Gated Value Network for Multilabel Classification

Author(s): Yimin Hou; Sen Wan; Feng Bao; Zhiquan Ren; Yunfeng Dong; Qionghai Dai; Yue Deng

Pages: 4748 - 4754

38) Adaptive Propagation Graph Convolutional Network

Author(s): Indro Spinelli; Simone Scardapane; Aurelio Uncini

Pages: 4755 - 4760

39) Event-Driven Synchronization of Switched Complex Networks: A Reachable-Set-Based Design

Author(s): Hong Sang; Jun Zhao

Pages: 4761 - 4768

 

IEEE Transactions on Artificial Intelligence, Volume 2, Number 5, October 2021

1) Guest Editorial: Special Issue on Artificial Intelligence for Robotics

Author(s): Wei He; Zhijun Li; Erdal Kayacan; Catherine Huang; Michael V. Basin

Pages: 382 - 383

2) Graph-Based Knowledge Acquisition With Convolutional Networks for Distribution Network Patrol Robots

Author(s): Dapeng Yan; Hui Cao; Tao Wang; Ruilin Chen; Shuangsi Xue

Pages: 384 - 393

3) Vector Detection Network: An Application Study on Robots Reading Analog Meters in the Wild

Author(s): Zhipeng Dong; Yi Gao; Yunhui Yan; Fei Chen

Pages: 394 - 403

4) Deep Neural Network Approach in EMG-Based Force Estimation for Human–Robot Interaction

Author(s): Hang Su; Wen Qi; Zhijun Li; Ziyang Chen; Giancarlo Ferrigno; Elena De Momi

Pages: 404 - 412

5) Enhanced Broad Siamese Network for Facial Emotion Recognition in Human–Robot Interaction

Author(s): Yikai Li; Tong Zhang; C. L. Philip Chen

Pages: 413 - 423

6) Deep Feature Representation Based Imitation Learning for Autonomous Helicopter Aerobatics

Author(s): Shaofeng Chen; Yang Cao; Yu Kang; Pengfei Li; Bingyu Sun

Pages: 437 - 446

 

Submission deadline for the 2022 IEEE World Congress on Computational Intelligence (IEEE WCCI 2022) is approaching January 15th

The submission deadline for the 2022 IEEE World Congress on Computational Intelligence (IEEE WCCI 2022) is approaching (January 15th, 2022). Submit your paper! https://wcci2022.org/calls/

International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2022) deadline is approaching (January 14th, 2022)

The submission deadline for the 19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2022) is approaching (January 14th, 2022). Submit your paper! https://ipmu2022.disco.unimib.it/

IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 5, Number 5, October 2021

1) A Survey on Neural Network Interpretability

Author(s): Yu Zhang; Peter Tiňo; Aleš Leonardis; Ke Tang

Pages: 726 - 742

2) Design of In-Situ Learning Bidirectional Associative Memory Neural Network Circuit With Memristor Synapse

Author(s): Jichen Shi; Zhigang Zeng

Pages: 743 - 754

3) Artificial Neural Networks in Action for an Automated Cell-Type Classification of Biological Neural Networks

Author(s): Eirini Troullinou; Grigorios Tsagkatakis; Spyridon Chavlis; Gergely F. Turi; Wenke Li; Attila Losonczy; Panagiotis Tsakalides; Panayiota Poirazi

Pages: 755 - 767

4) Neural Network Training for Uncertainty Quantification Over Time-Range

Author(s): H. M. Dipu Kabir; Abbas Khosravi; Saeid Nahavandi; Dipti Srinivasan

Pages: 768 - 779

5) Forecasting Fluctuations in the Financial Index Using a Recurrent Neural Network Based on Price Features

Author(s): Yu-Fei Lin; Tzu-Ming Huang; Wei-Ho Chung; Yeong-Luh Ueng

Pages: 780 - 791

6) Discrete Multiplierless Implementation of Fractional Order Hindmarsh–Rose Model

Author(s): S. A. Malik; A. H. Mir

Pages: 792 - 802

7) A Novel Ensemble Deep Learning Approach for Sleep-Wake Detection Using Heart Rate Variability and Acceleration

Author(s): Zhenghua Chen; Min Wu; Kaizhou Gao; Jiyan Wu; Jie Ding; Zeng Zeng; Xiaoli Li

Pages: 803 - 812

8) HAR-Depth: A Novel Framework for Human Action Recognition Using Sequential Learning and Depth Estimated History Images

Author(s): Suraj Prakash Sahoo; Samit Ari; Kamalakanta Mahapatra; Saraju P. Mohanty

Pages: 813 - 825

9) Decomposition Based Multi-Objective Variable Neighborhood Descent Algorithm for Logistics Dispatching

Author(s): Yu-Lin Lan; Fagui Liu; Wing W. Y. Ng; Jun Zhang; Mengke Gui

Pages: 826 - 839

10) IntelligentCrowd: Mobile Crowdsensing via Multi-Agent Reinforcement Learning

Author(s): Yize Chen; Hao Wang

Pages: 840 - 845

11) Some Generalized Integrals Applied in Scientometrics and Related Evaluation

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

Pages: 846 - 853

12) An Intelligent Type-2 Fuzzy Stabilization of Multi-DC Nano Power Grids

Author(s): Mahdi Mosayebi; Meysam Gheisarnejad; Mohammad-Hassan Khooban

Pages: 854 - 859

 

IEEE membership puts you in control of your career. Save 50% on IEEE student membership today using code FUTURE50

IEEE membership puts you in control of your career. Save 50% on IEEE student membership today using code FUTURE50. #IEEEStudents #FUTURE50 https://bit.ly/3khVddj

IEEE Transactions on Neural Networks and Learning Systems, Volume 32, Number 11, November 2021

1) New Insights Into Drug Repurposing for COVID-19 Using Deep Learning

Author(s): Chun Yen Lee; Yi-Ping Phoebe Chen

Pages: 4770 - 4780

2) AANet: Adaptive Attention Network for COVID-19 Detection From Chest X-Ray Images

Author(s): Zhijie Lin; Zhaoshui He; Shengli Xie; Xu Wang; Ji Tan; Jun Lu; Beihai Tan

Pages: 4781 - 4792

3) A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI

Author(s): Erico Tjoa; Cuntai Guan

Pages: 4793 - 4813

4) Internal Feature Selection Method of CSP Based on L1-Norm and Dempster–Shafer Theory

Author(s): Jing Jin; Ruocheng Xiao; Ian Daly; Yangyang Miao; Xingyu Wang; Andrzej Cichocki

Pages: 4814 - 4825

5) Extending the Morphological Hit-or-Miss Transform to Deep Neural Networks

Author(s): Muhammad Aminul Islam; Bryce Murray; Andrew Buck; Derek T. Anderson; Grant J. Scott; Mihail Popescu; James Keller

Pages: 4826 - 4838

6) Graph-Based Function Perturbation Analysis for Observability of Multivalued Logical Networks

Author(s): Shuling Wang; Haitao Li

Pages: 4839 - 4848

7) An Efficient Parameter-Free Learning Automaton Scheme

Author(s): Chong Di; Qilian Liang; Fangqi Li; Shenghong Li; Fucai Luo

Pages: 4849 - 4863

8) Incremental Unsupervised Domain-Adversarial Training of Neural Networks

Author(s): Antonio-Javier Gallego; Jorge Calvo-Zaragoza; Robert B. Fisher

Pages: 4864 - 4878

9) Discrete-Time H2 Neural Control Using Reinforcement Learning

Author(s): Adolfo Perrusquía; Wen Yu

Pages: 4879 - 4889

10) Low-Cost Approximation-Based Adaptive Tracking Control of Output-Constrained Nonlinear Systems

Author(s): Kai Zhao; Yongduan Song; Wenchao Meng; C. L. Philip Chen; Long Chen

Pages: 4890 - 4900

11) A Bilevel Learning Model and Algorithm for Self-Organizing Feed-Forward Neural Networks for Pattern Classification

Author(s): Hong Li; Li Zhang

Pages: 4901 - 4915

12) Synchronization of Inertial Neural Networks With Time-Varying Delays via Quantized Sampled-Data Control

Author(s): Xinyu Zhong; Yanbo Gao

Pages: 4916 - 4930

13) Prescribed Performance Adaptive Neural Compensation Control for Intermittent Actuator Faults by State and Output Feedback

Author(s): Yongqiang Nai; Qingyu Yang; Zongze Wu

Pages: 4931 - 4945

14) Cumulative Permuted Fractional Entropy and its Applications

Author(s): Boyi Zhang; Pengjian Shang

Pages: 4946 - 4955

15) Manifold Learning Based on Straight-Like Geodesics and Local Coordinates

Author(s): Zhengming Ma; Zengrong Zhan; Zijian Feng; Jiajing Guo

Pages: 4956 - 4970

16) Recursive Variable Projection Algorithm for a Class of Separable Nonlinear Models

Author(s): Min Gan; Yu Guan; Guang-Yong Chen; C. L. Philip Chen

Pages: 4971 - 4982

17) Multiple Kernel k-Means Clustering by Selecting Representative Kernels

Author(s): Yaqiang Yao; Yang Li; Bingbing Jiang; Huanhuan Chen

Pages: 4983 - 4996

18) Masked Autoencoder for Distribution Estimation on Small Structured Data Sets

Author(s): Ahmad Khajenezhad; Hatef Madani; Hamid Beigy

Pages: 4997 - 5007

19) Multimodel Feature Reinforcement Framework Using Moore–Penrose Inverse for Big Data Analysis

Author(s): Wandong Zhang; Q. M. Jonathan Wu; Yimin Yang; Thangarajah Akilan

Pages: 5008 - 5021

20) A Shape-Constrained Neural Data Fusion Network for Health Index Construction and Residual Life Prediction

Author(s): Zhen Li; Jianguo Wu; Xiaowei Yue

Pages: 5022 - 5033

21) Laplacian Pyramid Neural Network for Dense Continuous-Value Regression for Complex Scenes

Author(s): Xuejin Chen; Xiaotian Chen; Yiteng Zhang; Xueyang Fu; Zheng-Jun Zha

Pages: 5034 - 5046

22) Smoothness Regularized Multiview Subspace Clustering With Kernel Learning

Author(s): Chang-Dong Wang; Man-Sheng Chen; Ling Huang; Jian-Huang Lai; Philip S. Yu

Pages: 5047 - 5060

23) Exponential H∞ State Estimation for Memristive Neural Networks: Vector Optimization Approach

Author(s): Ruoxia Li; Jinde Cao

Pages: 5061 - 5071

24) Translation-Invariant Kernels for Multivariable Approximation

Author(s): Věra Kůrková; David Coufal

Pages: 5072 - 5081

25) Revisiting Internal Covariate Shift for Batch Normalization

Author(s): Muhammad Awais; Md. Tauhid Bin Iqbal; Sung-Ho Bae

Pages: 5082 - 5092

26) Harmonization Shared Autoencoder Gaussian Process Latent Variable Model With Relaxed Hamming Distance

Author(s): Jinxing Li; Bob Zhang; Guangming Lu; Yong Xu; Feng Wu; David Zhang

Pages: 5093 - 5107

27) Stability Analysis of Continuous-Time Switched Neural Networks With Time-Varying Delay Based on Admissible Edge-Dependent Average Dwell Time

Author(s): Hui-Ting Wang; Yong He; Chuan-Ke Zhang

Pages: 5108 - 5117

28) Event-Triggered Nonlinear Iterative Learning Control

Author(s): Na Lin; Ronghu Chi; Biao Huang; Zhongsheng Hou

Pages: 5118 - 5128

29) An Improved Nonparallel Support Vector Machine

Author(s): Liming Liu; Maoxiang Chu; Rongfen Gong; Li Zhang

Pages: 5129 - 5143

30) Hybrid Rubbing Fault Identification Using a Deep Learning-Based Observation Technique

Author(s): Alexander E. Prosvirin; Farzin Piltan; Jong-Myon Kim

Pages: 5144 - 5155

31) Decentralized Filtering Adaptive Neural Network Control for Uncertain Switched Interconnected Nonlinear Systems

Author(s): Tong Ma

Pages: 5156 - 5166

32) A Partial-Node-Based Approach to State Estimation for Complex Networks With Sensor Saturations Under Random Access Protocol

Author(s): Nan Hou; Hongli Dong; Zidong Wang; Hongjian Liu

Pages: 5167 - 5178

33) Particle Swarm Optimization Algorithm With Self-Organizing Mapping for Nash Equilibrium Strategy in Application of Multiobjective Optimization

Author(s): Chenhui Zhao; Donghui Guo

Pages: 5179 - 5193

34) Accuracy Versus Simplification in an Approximate Logic Neural Model

Author(s): Junkai Ji; Yajiao Tang; Lijia Ma; Jianqiang Li; Qiuzhen Lin; Zheng Tang; Yuki Todo

Pages: 5194 - 5207

35) Event-Triggered Adaptive Optimal Control With Output Feedback: An Adaptive Dynamic Programming Approach

Author(s): Fuyu Zhao; Weinan Gao; Zhong-Ping Jiang; Tengfei Liu

Pages: 5208 - 5221

36) Finite- and Fixed-Time Cluster Synchronization of Nonlinearly Coupled Delayed Neural Networks via Pinning Control

Author(s): Xin Zhang; Wuneng Zhou; Hamid Reza Karimi; Yuqing Sun

Pages: 5222 - 5231

37) Iterative Learning Model-Free Control for Networked Systems With Dual-Direction Data Dropouts and Actuator Faults

Author(s): Jiannan Chen; Changchun Hua; Xinping Guan

Pages: 5232 - 5240

38) Interval-Based Least Squares for Uncertainty-Aware Learning in Human-Centric Multimedia Systems

Author(s): Manish Narwaria; Aditya Tatu

Pages: 5241 - 5246

39) Concept Factorization With Local Centroids

Author(s): Mulin Chen; Xuelong Li

Pages: 5247 - 5253

40) Distributed Algorithms Involving Fixed Step Size for Mixed Equilibrium Problems With Multiple Set Constraints

Author(s): Kaihong Lu; Qixin Zhu

Pages: 5254 - 5260

IEEE WCCI 2022 Special Session and Workshop Proposals November 15, 2021

The IEEE WCCI 2022 organizing committee invites proposals for workshops to be held in conjunction with the main event. Workshop proposals should be submitted by November 15, 2021 using the form at the following link https://wcci2022.org/call-for-workshops/

IEEE Transactions on Evolutionary Computation, Volume 25, Number 5, October 2021

 1) Guest Editorial Evolutionary Computation Meets Deep Learning

Author(s): Weiping Ding; Witold Pedrycz; Gary G. Yen; Bing Xue

Pages: 810 - 814

2) Evolving Deep Convolutional Variational Autoencoders for Image Classification

Author(s): Xiangru Chen; Yanan Sun; Mengjie Zhang; Dezhong Peng

Pages: 815 - 829

3) AS-NAS: Adaptive Scalable Neural Architecture Search With Reinforced Evolutionary Algorithm for Deep Learning

Author(s): Tong Zhang; Chunyu Lei; Zongyan Zhang; Xian-Bing Meng; C. L. Philip Chen

Pages: 830 - 841

4) Task Allocation on Layered Multiagent Systems: When Evolutionary Many-Objective Optimization Meets Deep Q-Learning

Author(s): Mincan Li; Zidong Wang; Kenli Li; Xiangke Liao; Kate Hone; Xiaohui Liu

Pages: 842 - 855

5) Robust Multimodal Representation Learning With Evolutionary Adversarial Attention Networks

Author(s): Feiran Huang; Alireza Jolfaei; Ali Kashif Bashir

Pages: 856 - 868

6) Convolutional Neural Networks-Based Lung Nodule Classification: A Surrogate-Assisted Evolutionary Algorithm for Hyperparameter Optimization

Author(s): Miao Zhang; Huiqi Li; Shirui Pan; Juan Lyu; Steve Ling; Steven Su

Pages: 869 - 882

7) Evolutionary Deep Fusion Method and its Application in Chemical Structure Recognition

Author(s): Xinyan Liang; Qian Guo; Yuhua Qian; Weiping Ding; Qingfu Zhang

Pages: 883 - 893

8) A Survey on Evolutionary Construction of Deep Neural Networks

Author(s): Xun Zhou; A. K. Qin; Maoguo Gong; Kay Chen Tan

Pages: 894 - 912

9) Adaptive Genetic Algorithm-Aided Neural Network With Channel State Information Tensor Decomposition for Indoor Localization

Author(s): Mu Zhou; Yuexin Long; Weiping Zhang; Qiaolin Pu; Yong Wang; Wei Nie; Wei He

Pages: 913 - 927

10) Two-Stage Evolutionary Neural Architecture Search for Transfer Learning

Author(s): Yu-Wei Wen; Sheng-Hsuan Peng; Chuan-Kang Ting

Pages: 928 - 940

11) A Fast Kriging-Assisted Evolutionary Algorithm Based on Incremental Learning

Author(s): Dawei Zhan; Huanlai Xing

Pages: 941 - 955

12) Fast Immune System-Inspired Hypermutation Operators for Combinatorial Optimization

Author(s): Dogan Corus; Pietro S. Oliveto; Donya Yazdani

Pages: 956 - 970

13) Solving Mixed Pareto-Lexicographic Multiobjective Optimization Problems: The Case of Priority Levels

Author(s): Leonardo Lai; Lorenzo Fiaschi; Marco Cococcioni; Kalyanmoy Deb

Pages: 971 - 985

14) CDE-GAN: Cooperative Dual Evolution-Based Generative Adversarial Network

Author(s): Shiming Chen; Wenjie Wang; Beihao Xia; Xinge You; Qinmu Peng; Zehong Cao; Weiping Ding

Pages: 986 - 1000

15) Empirical Comparison of Search Heuristics for Genetic Improvement of Software

Author(s): Aymeric Blot; Justyna Petke

Pages: 1001 - 1011

IEEE Transactions on Fuzzy Systems: Volume 29, Issue 9, September 2021

1. Linguistic Opinions Dynamics Based on Personalized Individual Semantics
Author(s): Haiming Liang;Cong-Cong Li;Yucheng Dong;Francisco Herrera

Pages: 2453 - 2466

2. Event-Triggered Sliding Mode Control of Fuzzy Systems via Artificial Time-Delay Estimation

Author(s): Jing Xu;Yugang Niu;Hak-Keung Lam

Pages: 2467 - 2478

3. Bayesian Neuro-Fuzzy Inference System for Temporal Dependence Estimation

Author(s): Subhrajit Samanta;Mahardhika Pratama;Suresh Sundaram

Pages: 2479 - 2490

4. On Multicriteria Decision-Making Method Based on a Fuzzy Rough Set Model With Fuzzy α-Neighborhoods

Author(s): Kai Zhang;Jianming Zhan;Wei-Zhi Wu

Pages: 2491 - 2505

5. Design of Reinforced Fuzzy Radial Basis Function Neural Network Classifier Driven With the Aid of Iterative Learning Techniques and Support Vector-Based Clustering

Author(s): Cheng Yang;Sung-Kwun Oh;Witold Pedrycz;Zunwei Fu;Bo Yang

Pages: 2506 - 2520

6. Filter Design for Positive T–S Fuzzy Continuous-Time Systems With Time Delay Using Piecewise-Linear Membership Functions

Author(s): Aiwen Meng;Hak-Keung Lam;Fucai Liu;Yingjie Yang

Pages: 2521 - 2531

7. Event-Triggered Fault Detection Observer Design for T–S Fuzzy Systems

Author(s): Xiao-Lei Wang;Guang-Hong Yang;Dianhua Zhang

Pages: 2532 - 2542

8. Modified Looped Functional for Sampled-Data Control of T–S Fuzzy Markovian Jump Systems

Author(s): Chaoxu Guan;Zhongyang Fei;PooGyeon Park

Pages: 2543 - 2552

9. Command Filter Based Adaptive Fuzzy Finite-Time Control for a Class of Uncertain Nonlinear Systems With Hysteresis

Author(s): Huaguang Zhang;Yang Liu;Jing Dai;Yingchun Wang

Pages: 2553 - 2564

10. Consistency- and Consensus-Based Group Decision-Making Method With Incomplete Probabilistic Linguistic Preference Relations

Author(s): Peide Liu;Peng Wang;Witold Pedrycz

Pages: 2565 - 2579

11. Dynamic Event-Triggered Asynchronous Control for Nonlinear Multiagent Systems Based on T–S Fuzzy Models

Author(s): Mengshen Chen;Huaicheng Yan;Hao Zhang;Ming Chi;Zhichen Li

Pages: 2580 - 2592

12. Research on Robust Financing Strategy of Uncertain Supply Chain System Based on Working Capital

Author(s): Songtao Zhang;Yi Cui

Pages: 2593 - 2602

13. A Novel Fuzzy-Power Zeroing Neural Network Model for Time-Variant Matrix Moore–Penrose Inversion With Guaranteed Performance

Author(s): Lei Jia;Lin Xiao;Jianhua Dai;Yingkun Cao

Pages: 2603 - 2611

14. Opacity Measures of Fuzzy Discrete Event Systems

Author(s): Weilin Deng;Daowen Qiu;Jingkai Yang

Pages: 2612 - 2622

15. Fuzzy H∞ Output Feedback Control for Nonlinear NCSs With Quantization and Stochastic Communication Protocol

Author(s): Bo Wu;Xiao-Heng Chang;Xudong Zhao

Pages: 2623 - 2634

16. Adaptive Fuzzy Control for Stochastic High-Order Nonlinear Systems With Output Constraints

Author(s): Liandi Fang;Shihong Ding;Ju H. Park;Li Ma

Pages: 2635 - 2646

17. Deep Fuzzy Cognitive Maps for Interpretable Multivariate Time Series Prediction

Author(s): Jingyuan Wang;Zhen Peng;Xiaoda Wang;Chao Li;Junjie Wu

Pages: 2647 - 2660

18. A Specificity-Based Approach to Semantic Interpretation and Hierarchical Complexity Reduction in Fuzzy Models

Author(s): Ehsan Adel-Rastkhiz;Mohammad-R. Akbarzadeh-T

Pages: 2661 - 2674

19. An Understandable Way to Extend the Ordinary Linear Order on Real Numbers to a Linear Order on Interval Numbers

Author(s): Jing Yang;Shenggang Li;Zeshui Xu;Heng Liu;Wei Yao

Pages: 2675 - 2688

20. Maximum Fuzzy Consensus Feedback Mechanism With Minimum Cost and Private Interest in Group Decision-Making

Author(s): Bowen Zhang;Yucheng Dong;Xin Feng;Witold Pedrycz

Pages: 2689 - 2700

21. Event-Triggered Composite Adaptive Fuzzy Output-Feedback Control for Path Following of Autonomous Surface Vessels

Author(s): Yingjie Deng;Xianku Zhang

Pages: 2701 - 2713

22. A Decoupling Approach for Observer-Based Controller Design of T–S Fuzzy System With Unknown Premise Variables

Author(s): Wen-Bo Xie;Bing Liu;Lin-Wei Bu;Yu-Long Wang;Jian Zhang

Pages: 2714 - 2725

23. A Generalized Fuzzy Extension Principle and Its Application to Information Fusion

Author(s): Muhammad Aminul Islam;Derek T. Anderson;Timothy C. Havens;John E. Ball

Pages: 2726 - 2738

24. Fuzzy Approximate Learning-Based Sliding Mode Control for Deploying Tethered Space Robot

Author(s): Zhiqiang Ma;Panfeng Huang;Zhian Kuang

Pages: 2739 - 2749

25. Analysis and Design of Interval Type-2 Polynomial-Fuzzy-Model-Based Networked Tracking Control Systems

Author(s): Bo Xiao;Hak-Keung Lam;Hongying Zhou;Jianli Gao

Pages: 2750 - 2759

26. Membership-Function-Dependent Fault Detection Filtering Design for Interval Type-2 T–S Fuzzy Systems in Finite Frequency Domain

Author(s): Meng Wang;Gang Feng;Huaicheng Yan;Jianbin Qiu;Hao Zhang

Pages: 2760 - 2773

27. Genetic-Programming-Based Architecture of Fuzzy Modeling: Towards Coping With High-Dimensional Data

Author(s): Ali Safari Mamaghani;Witold Pedrycz

Pages: 2774 - 2784

28. Event-Triggered Prescribed-Time Fuzzy Control for Space Teleoperation Systems Subject to Multiple Constraints and Uncertainties

Author(s): Ziwei Wang;Hak-Keung Lam;Bo Xiao;Zhang Chen;Bin Liang;Tao Zhang

Pages: 2785 - 2797

29. Novel Optimal Adaptive Robust Control for Fuzzy Underactuated Mechanical Systems: A Nash Game Approach

Author(s): Xiaolong Chen;Han Zhao;Shengchao Zhen;Hao Sun

Pages: 2798 - 2809

30. A New Membership Scaling Fuzzy C-Means Clustering Algorithm

Author(s): Shuisheng Zhou;Dong Li;Zhuan Zhang;Rui Ping

Pages: 2810 - 2818

31. A Tighter Exact Convex Modeling for Improved LMI-Based Nonlinear System Analysis and Design

Author(s): Sébastien Delprat;Jorge Álvarez;Marcelino Sánchez;Miguel Bernal

Pages: 2819 - 2824

32. On Monotonicity of the Interval Sugeno Integral

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

Pages: 2825 - 2827

33. A Characterization of the Property of Orthomonotonicity

Author(s): Raúl Pérez-Fernández;Bernard De Baets;Marek Gagolewski;Juan Jesús Salamanca

Pages: 2828 - 2828

𝗜𝗘𝗘𝗘 𝗖𝗜𝗦 𝗪𝗲𝗯𝗶𝗻𝗮𝗿: 𝗧𝗵𝗲 𝗥𝗶𝘀𝗲 𝗼𝗳 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗥𝗲𝗮𝘀𝗼𝗻𝗶𝗻𝗴

𝗜𝗘𝗘𝗘 𝗖𝗜𝗦 𝗪𝗲𝗯𝗶𝗻𝗮𝗿: 𝗧𝗵𝗲 𝗥𝗶𝘀𝗲 𝗼𝗳 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗥𝗲𝗮𝘀𝗼𝗻𝗶𝗻𝗴 Fri, Nov 12, 2021 10:00 AM - 11:00 AM EST Registration: https://register.gotowebinar.com/register/3512292456264990224 Abstract: The below citation from J. Pearl’s works expresses the current trend in Computational Intelligence (CI) well: “Causal reasoning is an indispensable component of human thought that should be formalized ... toward achieving human-level machine intelligence”. Causal reasoning is, perhaps, the most advanced type of inference used in decision support systems. It currently amalgamates the evolution of inference which started with a rule-based reasoning and continued to the case-based and probabilistic reasoning. It has emerged from a Bayesian approach, and advanced to efficient representation such as Bayesian belief networks. Their role in multiple CI applications will be reviewed in this talk. Most recently, the much-developed area of pattern recognition, also known as machine learning, and its most advanced implementation, ‘deep learning’, have come to understanding of importance of ‘relations’ in pattern recognition, and even created the term ‘deep reasoning’. In this talk, we will focus on examples of causal reasoning for biometric-enabled decision support, and for the performance assessment of decision support systems. Biography: Dr. Svetlana Yanushkevich (SM IEEE 2004) is a full professor in the Department of Electrical & Software Engineering at Schulich School of Engineering (SSE), University of Calgary (UofC). She holds a Dr. Habilitated in Tech. Sci. (1999) from the Technical University of Warsaw, and joined the UofC in 2001. She is a founder of the Biometric Technologies Laboratory at the UofC. With her team in the Biometric Technologies Laboratory, she is developing novel decision support and risk assessment strategies based on machine reasoning, with applications to biometric-enabled access control and healthcare monitoring and diagnostics. She authored a monograph "Inverse Biometric Systems" (Taylor&Francis) and five other monographs and textbooks on the CI and digital design. She is also currently an Associate Dean, Equity, Diversity & Inclusion, and Research in the SSE at UofC.

Start learning today! For IEEE Day 2021, the IEEE Learning Network (ILN) is offering 10 select courses at US $10 each. Get courses on #5G, #MachineLearning, #Blockchain, and more. See the courses today.

Start learning today! For IEEE Day 2021, the IEEE Learning Network (ILN) is offering 10 select courses at US $10 each. Get courses on #5G, #MachineLearning, #Blockchain, and more. See the courses today. #ContinuingEducation #IEEEDay21 #IEEELearn https://bit.ly/2XQlhDV

How can #technology professionals ensure that technology development and deployment have the best possible positive impact? Join #IEEETechEthics on #IEEE Day as we engage in conversation and Q&A with leading experts. Register free at bit.ly/TechEthicsOct21 #techethics #stewardship

How can #technology professionals ensure that technology development and deployment have the best possible positive impact? Join #IEEETechEthics on #IEEE Day as we engage in conversation and Q&A with leading experts. Register free at bit.ly/TechEthicsOct21 #techethics #stewardship

Want to know more about AI? Follow the topic on the all new IEEE Spectrum website https://bit.ly/3in1TWt

Save the date! Please join us Thursday, 07 October for a free live stream event! IEEE Member and TEDx Speaker, Muhammad Hamza Ihtisham, offers his insights on building relationships in the workplace.

Save the date! Please join us Thursday, 07 October for a free live stream event! IEEE Member and TEDx Speaker, Muhammad Hamza Ihtisham, offers his insights on building relationships in the workplace. In this session, Muhammad will share his professional experience by discussing: Relationships and their types Soft Skills Characteristics of an Effective Leader Effective Relationship Building Register here: https://engage.ieee.org/Effective-Relation-Building-as-a-Leader.html

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