IEEE Transactions on Fuzzy Systems, Volume 33, Issue 9, September 2025

1) Guest Editorial: Special Issue on Fuzzy Affective Computing Systems

Author(s): Sicheng Zhao, Hongxun Yao, Xinde Li, James Z. Wang, Björn W. Schuller

Pages: 2882 - 2883

2) Money Cannot Buy Happiness: Emotions in the IT Industry

Author(s): Adam Kiersztyn, Łukasz Gałka, Krystyna Wojciechowska, Krystyna Kiersztyn, Agnieszka Rzepka, Kamil Jonak, Paweł Karczmarek

Pages: 2884 - 2898

3) Progressively Generated Text-Assisted Image Aesthetic Quality Assessment

Author(s): Hancheng Zhu, Ju Shi, Zhiwen Shao, Rui Yao, Kunyang Sun, Leida Li

Pages: 2899 - 2911

4) Depression Recognition by Fuzzy Learning of Facial Movements Based on Graph Neural Networks

Author(s): Zhenyu Liu, Bohua Zhao, Yi Ding, Jiahang Chen, Haibo Zhang, Jiaqian Yuan, Bin Hu

Pages: 2912 - 2923

5) MF2-Net: Exploring a Meta-Fuzzy Multimodal Fusion Network for Depression Recognition

Author(s): Jian Shen, Jinwen Wu, Yanan Zhang, Kexin Zhu, Kang Wang, Wenbo Hu, Kechen Hou, Kun Qian, Xiaowei Zhang, Bin Hu

Pages: 2924 - 2936

6) Deep Ensemble Stochastic Configuration Network via Graph Intuitionistic Fuzzy for Depression Recognition

Author(s): Chenglong Zhang, Dawei Cheng, Jiankai Xue, Feng Wu, David Zhang

Pages: 2937 - 2949

7) Affective Evaluation Based on Gamified Experience and Cascaded Fuzzy Reasoning for Wrist Rehabilitation

Author(s): Weihua Lu, Yingying Fang, Wenxin He, Yicha Zhang, Xiaochuan Wang

Pages: 2950 - 2961

8) Adaptive Fuzzy Tracking Control With Quantized Prescribed Performance for Nonlinear Systems Under Unknown Disturbances

Author(s): Xin Liu, Jiayue Sun, Ying Yan, Shiyang Wang

Pages: 2962 - 2971

9) Complete Lattices as Frameworks for Interval and General Type-2 Fuzzy Inference Systems

Author(s): Peter Sussner

Pages: 2972 - 2986

10) Fuzzy Clustering via Orthogonal Tensor Decomposition on High-Order Anchor Graphs

Author(s): Zihua Zhao, Xinyi Hui, Huimin Chen, Ting Wang, Rong Wang, Feiping Nie

Pages: 2987 - 3000

11) Fuzzy Kernel Stochastic Configuration Networks for Industrial Data Modeling

Author(s): Yongxuan Chen, Dianhui Wang

Pages: 3001 - 3011

12) Event-Triggered Multigradient Recursive Data-Driven Iterative Learning Tracking Control for Multiagent Systems

Author(s): Tao Shi, Wei-Wei Che, Xiaoqiang Ren

Pages: 3012 - 3022

13) Fast Fuzzy Graph Cut for Clustering

Author(s): Qianyao Qiang, Bin Zhang, Chen Jason Zhang, Yunjia Hua, Feiping Nie

Pages: 3023 - 3034

14) Model-Free Neuro-Fuzzy Q-Learning Control With Swarm Intelligence

Author(s): Ding Wang, Zeqiang Yuan, Ao Liu, Qiao Lin, Junfei Qiao

Pages: 3035 - 3046

15) Scalable Fuzzy Clustering With Collaborative Structure Learning and Preservation

Author(s): Bingbing Jiang, Chenglong Zhang, Zhongli Wang, Xinyan Liang, Peng Zhou, Liang Du, Qinghua Zhang, Weiping Ding, Yi Liu

Pages: 3047 - 3060

16) Anisotropic-Gaussian-Kernel-Based Fuzzy Clustering Algorithm for Feature Selection

Author(s): Jun Liu, Mengyuan Wu, Mingwei Lin, Zeshui Xu

Pages: 3061 - 3075

17) Integrating Indirect Preferences Into Ordinal Regression Estimation of Missing Values and Consensus Reaching

Author(s): Xuan Xia, Zaiwu Gong, Jeffrey Yi-Lin Forrest, Kun Zhou, Enrique Herrera-Viedma

Pages: 3076 - 3090

18) Fuzzy Humanized Sentiment Knowledge Enhanced Dependence Graphs Implementing With Aspect-Based Sentiment Analysis

Author(s): Xuefeng Shi, Weiping Ding, Min Hu, Xin Kang, Fuji Ren

Pages: 3091 - 3102

19) Robust Classification via Interval Type-2 Fuzzy C-Means and Gradient Boosting

Author(s): Yunlong Zhu, Haibin Duan, Zheng Wang, Eun-Hu Kim, Zunwei Fu, Witold Pedrycz

Pages: 3103 - 3117

20) FCAformer: Fuzzy-Enhanced Class-Aware Attention Based Transformer for Weakly Supervised Histopathology Image Segmentation

Author(s): Xiaotian Cheng, Weiping Ding, Jiashuang Huang, Hengrong Ju, Tianyi Zhou, Jing Guo, Witold Pedrycz

Pages: 3118 - 3132

21) Finite-Time H∞ Event-Triggered SMC for T–S Fuzzy UMVs Under Aperiodic DoS Attacks

Author(s): Jiangming Xu, Peng Cheng, Xiang Zhang, Jun Cheng, Zehua Jia, Weidong Zhang

Pages: 3133 - 3144

22) Fuzzy Comprehensive Evaluation for Operating Load and Efficiency of Semiautogenous Grinding Process

Author(s): Zhenhong Liao, Jinhua She, Wen Chen, Min Wu, Yanglong Zhang

Pages: 3145 - 3155

23) Partial Multilabel Learning via Dynamic Fuzzy Aggregations of Multigranularity Features

Author(s): Anhui Tan, Jianhang Xu, Wei-Zhi Wu, Weiping Ding, Jiye Liang

Pages: 3156 - 3167

24) Robust Federated Fuzzy C-Means Algorithm in Heterogeneous Scenarios

Author(s): Qixian Zhang, Zhaohong Deng, Wei Zhang, Zhuangzhuang Zhao, Zhiyong Xiao, Kup-Sze Choi, Guanjin Wang, Yuxi Ge, Shudong Hu

Pages: 3168 - 3181

25) Dissipativity-Based Integral Sliding Mode Control of Fuzzy Switched Positive Systems With Bumpless Transfer Performance

Author(s): Zhiye Bai, Baowei Wu, Yue-E Wang, Heng Liu

Pages: 3182 - 3194

26) Event-Based Fuzzy Asynchronous Consensus for UAV Swarm Under Jointly Connected Digraphs

Author(s): Yuyuan Shi, Jing Li, Maolong Lv, Ning Wang

Pages: 3195 - 3209

27) Fixed-Time Multi-Almost-Periodicity in Switched Fuzzy Neural Networks With Multicontroller Strategies

Author(s): Shiqin Ou, Zhenyuan Guo, Xiaobing Nie, Shiping Wen, Tingwen Huang

Pages: 3210 - 3224

28) One-Step Fuzzy Ensemble Clustering Method via Embedding Ground-Truth Cluster Number Graphs

Author(s): Zekang Bian, Jia Qu, Zhaohong Deng, Shitong Wang

Pages: 3225 - 3239

29) MAFRO: Optimal-Granularity Fuzzy Decision Rule-Based Classification Architecture for Attribute Unlearning

Author(s): Jiande Huang, Yuhui Deng, Yi Zhou, Qifen Yang, Geyong Min

Pages: 3240 - 3252

30) Hypergraph Community Detection With Fuzzy Memberships

Author(s): Jing Xiao, Zhi-Wei Ma, Jing Cao, Xiao-Ke Xu

Pages: 3253 - 3266

31) A Unified Practical Predefined-Time Interval Type-2 Fuzzy NN-Based Fault-Tolerant Control for Robotic Manipulators

Author(s): Tao Zhao, Shiyu Tian, Hong Cheng

Pages: 3267 - 3280

32) Input Importance Analysis for a Class of Incremental Hierarchical Fuzzy Systems—Theory and Experiments

Author(s): Jianjian Zhao, Jiayu Zhao, Hainan Yang, Tao Zhao

Pages: 3281 - 3296

33) Switching Event-Triggered Protocol for Fuzzy Singularly Perturbed Systems Under Random Sampling Periods

Author(s): Jun Cheng, Jianlin Bai, Mengzhuo Luo, Michael Basin, Zhiguo Yan, Huaicheng Yan

Pages: 3297 - 3306

34) Robust Fault Tolerant Control Based on Adaptive Dynamic Programming With Experience Replay for Wastewater Treatment Processes

Author(s): Hao-Yuan Sun, Jun-Jie Wang, Hui-Hui Gao, Hong-Gui Han

Pages: 3307 - 3317

35) Adaptive Fuzzy Distributed Optimal Event-Triggered Control for High-Order Nonlinear Multiagent Systems

Author(s): Mengyuan Cui, Wenjun Zhang, Shaocheng Tong

Pages: 3318 - 3330

36) Optimal Containment Control of Heterogeneous Multiagent Systems With Unknown Dynamics and Actuator Faults via Fuzzy Reinforcement Learning

Author(s): Donghao Liu, Zehui Mao, Bin Jiang, Peng Shi, Yajie Ma

Pages: 3331 - 3344

37) Fuzzy Weighted Regularization for Fractional-Order Nonlinear Multiagent Systems Under Stackelberg–Nash Game

Author(s): Qian Kang, Dengxiu Yu, C. L. Philip Chen

Pages: 3345 - 3359

38) Predictor-Based Event-Triggered Optimized Control for Uncertain Nonlinear Systems With Time Delays: A Reinforcement Learning Approach

Author(s): Ping Li, Li Fu, Zhibao Song, Zhen Wang

Pages: 3360 - 3374

39) Redundant Structure-Based Multimotor Servo System Fuzzy Adaptive Fault-Tolerant Control via Unbalanced Torque Compensation

Author(s): Baofang Wang, Jingchen Yu, Hongmin Xin, Mingjie Cai, Hak-Keung Lam, Jinpeng Yu

Pages: 3375 - 3380