IEEE Transactions on Fuzzy Systems, Volume 33, Issue 7, July 2025

1) Optimizing Deep Neuro-Fuzzy Network for ECG Medical Big Data Through Integration of Multiscale Features

Author(s): Xin Wang, Jianhui Lv, Byung-Gyu Kim, Bidare Divakarachari Parameshachari, Keqin Li, Dongsheng Yang, Achyut Shankar

Pages: 2027 - 2037

2) FDformer: A Fuzzy Dynamic Transformer-Based Network for Efficient Industrial Time Series Prediction

Author(s): Lei Ren, Tuo Zhao, Haiteng Wang

Pages: 2038 - 2049

3) ODMGIS: An Outlier Detection Method Based on Multigranularity Information Sets

Author(s): Pengfei Zhang, Zhaoxuan He, Dexian Wang, Tao Jiang, Baolin Li, Jia Liu, Wei Huang, Tianrui Li

Pages: 2050 - 2061

4) Double-Layer Fuzzy Neural Network Based Optimal Control for Wastewater Treatment Process

Author(s): Junfei Qiao, Dingyuan Chen, Cuili Yang, Dapeng Li

Pages: 2062 - 2073

5) Distributed Estimator-Based Fuzzy Containment Control for Nonlinear Multiagent Systems With Deferred Constraints

Author(s): Hui Ma, Qi Zhou, Hongru Ren, Zhenyou Wang

Pages: 2074 - 2083

6) Hierarchical Fuzzy Topological System for High-Dimensional Data Regression Problems

Author(s): Mengxue Yao, Taoyan Zhao, Jiangtao Cao, Jinna Li

Pages: 2084 - 2095

7) Sliding Mode Learning Control for Interconnected Nonlinear Systems via Data-Driven Self-Triggered Fuzzy Approach

Author(s): Fanbiao Li, Tengda Wang, Yiyun Zhao, Tingwen Huang, Chunhua Yang, Weihua Gui

Pages: 2096 - 2108

8) Fully Distributed Adaptive Fuzzy Resilient Nash Equilibrium Seeking for Uncertain Multiagent Systems With Prescribed-Time Convergence

Author(s): Yuan-Xin Li, Bo Xu, Shaocheng Tong

Pages: 2109 - 2121

9) Predefined-Time Fuzzy Adaptive Optimal Secure Consensus Control for Multiagent Systems With Unknown Follower Dynamics

Author(s): Haitao Wang, Qingshan Liu, Ju H. Park

Pages: 2122 - 2135

10) Interval Observer-Based Control of Takagi–Sugeno Fuzzy Systems With Uncertainties

Author(s): Ming Chi, Ankang Zhang, Xiaoling Wang, Lintao Ye

Pages: 2136 - 2147

11) Granular-Ball Computing-Based Fuzzy Twin Support Vector Machine for Pattern Classification

Author(s): Guangming Lang, Lixi Zhao, Duoqian Miao, Weiping Ding

Pages: 2148 - 2160

12) Enhancing Decision-Making Clarity: Layered Set-Based Similarity Measures for Probabilistic Hesitant Fuzzy Sets

Author(s): Bahram Farhadinia, Hamid Khayyam, Mahdi Jalili

Pages: 2161 - 2173

13) Fractional Exponent-Based Looped-Lyapunov Functional for Mode-Dependent Sampled-Data Control of T–S Fuzzy Markovian Jump Systems With H∞ Performance

Author(s): Karpagavalli Sundararajan, Padmaja Narasimman, Tae H. Lee, Lakshmanan Shanmugam

Pages: 2174 - 2188

14) An Antinoise Disturbance Fuzzy Neural Dynamics for Manipulability Optimization of Omnidirectional Mobile Redundant Manipulator

Author(s): Shijun Tang, Xingtian Xiao, Zhongbo Sun, Yunfeng Hu, Hong Chen

Pages: 2189 - 2202

15) Online Multilabel Streaming Feature Selection by Label Enhancement and Fuzzy Synergistic Discrimination Information

Author(s): Ligeng Zou, Tong Zhou, Jianhua Dai

Pages: 2203 - 2214

16) Output-Feedback Proportional-Integral Fuzzy Control of Unknown Nonlinear Systems With Prescribed Performance

Author(s): Jin-Zi Yang, Jin-Xi Zhang, Tianyou Chai

Pages: 2215 - 2225

17) Multiview Unsupervised Representation Learning via Integration of Fuzzy Rules and Graph-Based Adaptive Regularization

Author(s): Yi Zhu, Dong Li, Chao Xi, Witold Pedrycz

Pages: 2226 - 2237

18) A Transformation Method of Noncooperative to Cooperative Behavior by Trust Propagation in Social Network Group Decision Making

Author(s): Tiantian Gai, Francisco Chiclana, Weidong Jin, Mi Zhou, Jian Wu

Pages: 2238 - 2250

19) Interval Observer-Based Secure Estimation for T–S Fuzzy Systems Under Stealthy Attacks

Author(s): Zhi-Hui Li, Guang-Hong Yang

Pages: 2251 - 2260

20) Adaptive Fuzzy Fixed-Time Control for Uncertain Time-Delay Nonlinear Systems With Output Constraints

Author(s): Yang Bai, Gang Dou, Tianliang Zhang, Weihai Zhang, Mei Guo

Pages: 2261 - 2271

21) Robust Control Analysis With Model Transformation for Interval Type-2 Fuzzy Systems

Author(s): Jie Yang, Shaoyan Gai, Feipeng Da, Wenbo Xie

Pages: 2272 - 2283

22) Robust Jointly Sparse Fast Fuzzy Clustering via Ternary-Tree-Based Anchor Graph

Author(s): Jianping Liu, Hongying Zhang, Kezhen Dong, Feiping Nie

Pages: 2284 - 2294

23) Fuzzy Opinion Dynamics-Driven Consensus Model Within Hybrid Mesoscale Structure in Social Trust Network

Author(s): Fei Teng, Xinran Liu, Peide Liu, Xiaoming Wu

Pages: 2295 - 2307

24) Inverse Q-Learning Optimal Control for Takagi–Sugeno Fuzzy Systems

Author(s): Wenting Song, Jun Ning, Shaocheng Tong

Pages: 2308 - 2320

25) Misclassification-Error-Inspired Ensemble of Interpretable First-Order TSK Fuzzy Subclassifiers: A Novel Multiview Learning Perspective

Author(s): Maosen Long, Fu-Lai Chung, Shitong Wang

Pages: 2321 - 2335

26) Fuzzy Hierarchical Stochastic Configuration Networks for Industrial Soft Sensor Modeling

Author(s): Xinyu Zhou, Jun Lu, Jinliang Ding

Pages: 2336 - 2347

27) An Asymmetric Approach to Three-Way Approximation of Fuzzy Sets

Author(s): Xuerong Zhao, Duoqian Miao, Yiyu Yao, Witold Pedrycz

Pages: 2348 - 2360

28) Fuzzy Domain Adaptation via Variational Inference for Evolving Concept Drift

Author(s): Chuang Wang, Zidong Wang, Weiguo Sheng, Qingqiang Liu, Hongli Dong

Pages: 2361 - 2375

29) New Result on Mismatched Double Fuzzy Summation Inequality

Author(s): Feng Li, Zhenghao Ni, Sangmoon Lee, Hao Shen

Pages: 2376 - 2381

30) Erratum to “Spatial Weighted Robust Clustering of Multivariate Time Series Based on Quantile Dependence With an Application to Mobility During COVID-19 Pandemic”

Author(s): Ángel López-Oriona, Pierpaolo D'Urso, José A. Vilar, Borja Lafuente-Rego

Pages: 2382 - 2382