IEEE Transactions on Fuzzy Systems, Volume 29, Number 12, December 2021

1) Guest Editorial: Fuzzy Systems Toward Human-Explainable Artificial Intelligence and Their Applications

Author(s): Zehong Cao;Chin-Teng Lin;Yong Deng;Gerhard-Wilhelm Weber

Pages: 3577 - 3578

2) Critical Thinking About Explainable AI (XAI) for Rule-Based Fuzzy Systems

Author(s): Jerry M. Mendel;Piero P. Bonissone

Pages: 3579 - 3593

3) Hand Palm Tracking in Monocular Images by Fuzzy Rule-Based Fusion of Explainable Fuzzy Features With Robot Imitation Application

Author(s): Chia-Feng Juang;Chia-Wei Chang;Tzu-Hsien Hung

Pages: 3594 - 3606

4) Evidential Reasoning With Hesitant Fuzzy Belief Structures for Human Activity Recognition

Author(s): Yilin Dong;Xinde Li;Jean Dezert;Rigui Zhou;Changming Zhu;Lai Wei;Shuzhi Sam Ge

Pages: 3607 - 3619

5) Explainable Fuzzy Utility Mining on Sequences

Author(s): Wensheng Gan;Zilin Du;Weiping Ding;Chunkai Zhang;Han-Chieh Chao

Pages: 3620 - 3634

6) An Accelerator for Rule Induction in Fuzzy Rough Theory

Author(s): Suyun Zhao;Zhigang Dai;Xizhao Wang;Peng Ni;Hengheng Luo;Hong Chen;Cuiping Li

Pages: 3635 - 3649

7) Fuzzy Detection System for Rumors Through Explainable Adaptive Learning

Author(s): Zhiwei Guo;Keping Yu;Alireza Jolfaei;Ali Kashif Bashir;Alaa Omran Almagrabi;Neeraj Kumar

Pages: 3650 - 3664

8) A Many-Objective Multistage Optimization-Based Fuzzy Decision-Making Model for Coal Production Prediction

Author(s): Xingjuan Cai;Jiangjiang Zhang;Zhenhu Ning;Zhihua Cui;Jinjun Chen

Pages: 3665 - 3675

9) Interpretable Fuzzy Logic Control for Multirobot Coordination in a Cluttered Environment

Author(s): Yu-Cheng Chang;Ye Shi;Anna Dostovalova;Zehong Cao;Jijoong Kim;Daniel Gibbons;Chin-Teng Lin

Pages: 3676 - 3685

10) Fuzzy Integrated Cell Formation and Production Scheduling Considering Automated Guided Vehicles and Human Factors

Author(s): Alireza Goli;Erfan Babaee Tirkolaee;Nadi Serhan Aydın

Pages: 3686 - 3695

11) CFN: A Complex-Valued Fuzzy Network for Sarcasm Detection in Conversations

Author(s): Yazhou Zhang;Yaochen Liu;Qiuchi Li;Prayag Tiwari;Benyou Wang;Yuhua Li;Hari Mohan Pandey;Peng Zhang;Dawei Song

Pages: 3696 - 3710

12) New Fixed-Time Stability Lemmas and Applications to the Discontinuous Fuzzy Inertial Neural Networks

Author(s): Fanchao Kong;Quanxin Zhu;Tingwen Huang

Pages: 3711 - 3722

13) Machine Learning With the Sugeno Integral: The Case of Binary Classification

Author(s): Sadegh Abbaszadeh;Eyke Hüllermeier

Pages: 3723 - 3733

14) Zonotopic Fault Detection for Fuzzy Systems With Event-Triggered Transmission

Author(s): Xudong Wang;Zhongyang Fei;Jianbin Qiu;Huijun Gao

Pages: 3734 - 3742

15) Regularized Regression With Fuzzy Membership Embedding for Unsupervised Feature Selection

Author(s): Rui Zhang;Xuelong Li

Pages: 3743 - 3753

16) Asynchronous Feedback Control for Delayed Fuzzy Degenerate Jump Systems Under Observer-Based Event-Driven Characteristic

Author(s): Guangming Zhuang;Wei Sun;Shun-Feng Su;Jianwei Xia

Pages: 3754 - 3768

17) Fixed-Time Adaptive Fuzzy Control for Uncertain Nonlinear Systems

Author(s): Kaixin Lu;Zhi Liu;Yaonan Wang;C. L. Philip Chen

Pages: 3769 - 3781

18) Deviation Analysis for the Max-Product Fuzzy Relation Inequalities

Author(s): Xiaopeng Yang

Pages: 3782 - 3793

19) Adaptive Fuzzy Risk-Sensitive Control for Stochastic Strict-Feedback Nonlinear Systems With Unknown Uncertainties

Author(s): Min Ma;Kangkang Sun;Tong Wang;Jianbin Qiu

Pages: 3794 - 3802

20) Adaptive Event-Triggered Control Design for Nonlinear Systems With Full State Constraints

Author(s): Xin Jin;Yuan-Xin Li;Shaocheng Tong

Pages: 3803 - 3811

21) Fuzzy Adaptive Event-Triggered Secure Control for Stochastic Nonlinear High-Order MASs Subject to DoS Attacks and Actuator Faults

Author(s): Xinfeng Shao;Dan Ye

Pages: 3812 - 3821

22) COLREGs-Constrained Adaptive Fuzzy Event-Triggered Control for Underactuated Surface Vessels With the Actuator Failures

Author(s): Jiqiang Li;Guoqing Zhang;Cheng Liu;Weidong Zhang

Pages: 3822 - 3832

23) Applications of Deep Learning and Fuzzy Systems to Detect Cancer Mortality in Next-Generation Genomic Data

Author(s): Cheng-Hong Yang;Sin-Hua Moi;Ming-Feng Hou;Li-Yeh Chuang;Yu-Da Lin

Pages: 3833 - 3844

24) A Development of Hierarchically Structured Granular Models Realized Through Allocation of Information Granularity

Author(s): Xiubin Zhu;Witold Pedrycz;Zhiwu Li

Pages: 3845 - 3858

25) Possibility-Based Robust Control for Fuzzy Mechanical Systems

Author(s): Hui Yin;Jin Huang;Ye-Hwa Chen

Pages: 3859 - 3872

26) An Explainable Fuzzy Theoretic Nonparametric Deep Model for Stress Assessment Using Heartbeat Intervals Analysis

Author(s): Mohit Kumar;Weiping Zhang;Matthias Weippert;Bernhard Freudenthaler

Pages: 3873 - 3886

27) G-Image Segmentation: Similarity-Preserving Fuzzy C-Means With Spatial Information Constraint in Wavelet Space

Author(s): Cong Wang;Witold Pedrycz;ZhiWu Li;MengChu Zhou;Shuzhi Sam Ge

Pages: 3887 - 3898

28) Finite-Time Control for Switched T–S Fuzzy Systems via a Dynamic Event-Triggered Mechanism

Author(s): Zhongyang Fei;Shuang Shi;Choon Ki Ahn;Michael V. Basin

Pages: 3899 - 3909

29) Residual-Sparse Fuzzy C-Means Clustering Incorporating Morphological Reconstruction and Wavelet Frame

Author(s): Cong Wang;Witold Pedrycz;ZhiWu Li;MengChu Zhou;Jun Zhao

Pages: 3910 - 3924

30) Fault-Tolerant Control for T-S Fuzzy Stochastic Singular Systems

Author(s): Rongchang Li;Ying Yang

Pages: 3925 - 3935

31) Prescribed Performance Consensus Fuzzy Control of Multiagent Systems With Nonaffine Nonlinear Faults

Author(s): Guowei Dong;Hongru Ren;Deyin Yao;Hongyi Li;Renquan Lu

Pages: 3936 - 3946

32) On the Monotonicity of Smooth Fuzzy Systems

Author(s): Ebrahim Navid Sadjadi

Pages: 3947 - 3952