IEEE Transactions on Fuzzy Systems, Volume 34, Issue 7, July 2026

1) Fuzzy-Aware Loss for Source-Free Domain Adaptation in Visual Emotion Recognition

Author(s): Y. Zheng, Y. Zhang, Y. Wang, L. -P. Chau

Pages: 2077 - 2089

2) Multiview Fuzzy Clustering With Anchor Graph

Author(s): C. Liu, F. Nie, M. Chang, R. Wang, X. Li

Pages: 2090 - 2103

3) Partial Multilabel Feature Selection via Fuzzy Two-Stage Disambiguation and Weighted Pure Relevance

Author(s): C. Huang, D. Xu, Y. Kang, J. Dai

Pages: 2104 - 2117

4) Adaptive Fuzzy Consensus of Multiple Uncertain Euler–Lagrange Systems With Sampled-Data Output Interactions

Author(s): T. Wang, W. Zou, J. Guo

Pages: 2118 - 2128

5) Funnel-Based Predefined-Time Control for Heterogeneous Vehicles With General Narrow Tunnel Constraints

Author(s): T. Yang, S. Ding, G. Cui, Z. Lu

Pages: 2129 - 2138

6) Fuzzy Prescribed-Time Control for Bipartite Time-Varying Formation of Heterogeneous Multiagent Systems With Actuator Faults

Author(s): H. Zhang, W. Jin, Y. Yang, J. Zhang

Pages: 2139 - 2148

7) General Type-2 Hierarchical Fuzzy Model-Agnostic Explanation of Image Classification for XAI

Author(s): F. Yin, H. -K. Lam, D. Watson

Pages: 2149 - 2158

8) $\mathcal {L}_{1}$ Adaptive Fuzzy Control for Unmanned Aerial Vehicle With Disturbance Observer Under Uncertainties and Disturbances

Author(s): X. Xu, C. Wang, Z. Huang, J. Wang, H. Shen

Pages: 2159 - 2170

9) Power Fuzzy Clustering: Flexible Distance Metrics and Inclusion of Covariates

Author(s): P. T. Nguyen, C. Tortora, A. Punzo

Pages: 2171 - 2182

10) FMHC: A Fuzzy Multihierarchical Centrality Strategy for Node Evaluation in Hypergraphs

Author(s): S. Liu, Y. Tang, W. Pedrycz, K. Hirota, F. Yan

Pages: 2183 - 2196

11) Predicting Multiexpert Consensus in Medical Image Segmentation With Interpretability: An Enhanced Relative Fuzzy Connectedness Method

Author(s): T. Wu, Z. Xu, Y. Zheng

Pages: 2197 - 2210

12) MTSK-DA: Interpretable Multicenter Transfer via Discriminative Alignment and Attention-Guided Graph Regularization

Author(s): J. Yao, W. Fu, P. Qian, C. Wang, X. Guo, J. Liu, Z. Zhang

Pages: 2211 - 2224

13) Fin Stabilizer-Based Finite-Time ${{\mathcal{H}}_\infty }$ Interval Type-2 Fuzzy Synthesis for Ship Rolling Motion With Bouc–Wen Hysteresis Under Imperfect Premise Matching

Author(s): A. Arumugam, W. -J. Chang, Y. -C. Lee, Y. -H. Lin, L. Li, M. S. Aslam

Pages: 2225 - 2238

14) Explainable AI for Sentiment Classification With Type-1 Fuzzy and Type-2 Fuzzy Models

Author(s): S. Yadav, N. K. Verma

Pages: 2239 - 2251

15) Semisupervised Low-Rank Fuzzy Clustering for Hyperspectral Images

Author(s): Y. Wang, Z. Shi, L. Chen, J. Zhou, X. Shen, C. Zhang, W. Ding, C. L. P. Chen

Pages: 2252 - 2265

16) DioR: Distributed Cost-Sensitive Fuzzy-Entropy-Based Approach for Semisupervised Feature Selection

Author(s): H. Ju, L. Qiao, K. Liu, W. Ding, X. Yang, W. Pedrycz, M. Xu

Pages: 2266 - 2280

17) Fuzzy Intermittent Boundary Control for Nonlinear Delayed Markov Jump Distributed Parameter Systems

Author(s): Z. -P. Wang, H. -R. Su, J. Qiao, H. Han, H. -N. Wu, L. Huang

Pages: 2281 - 2295

18) Mechanism-Guided Virtual Sample Generation With Interval Type-2 Fuzzy Regulation: Application to Municipal Solid Waste Incineration

Author(s): J. Zhuang, H. Ding, J. Qiao

Pages: 2296 - 2307

19) Intensively Quantized Integrated Fuzzy Neural Network for High-Accuracy Image Classification

Author(s): J. Yao, Y. Guo

Pages: 2308 - 2322

20) Steering Angle Tracking Control Considering the Negative Effect of Unsprung Mass for the Kingpin Steering System Based on Interval Type-2 Fuzzy Logic Approach

Author(s): Z. Ma, Z. Zhang, C. Wang, W. Zhao, W. Cao

Pages: 2323 - 2336

21) Distributed Fuzzy Proportional-Integral State Estimation Over Sensor Networks With Pull-Type Gossip Protocols and Fading Data

Author(s): Y. Wang, Z. Wang, L. Zou, F. Wang

Pages: 2337 - 2350

22) $\varepsilon$-Nash Equilibrium Model Predictive Control for Takagi–Sugeno Fuzzy Multiagent Systems: A Finite-Horizon Noncooperative Game Approach

Author(s): Y. Dong, Z. Huang, Y. Yuan

Pages: 2351 - 2362

23) Dynamic Trend Modeling With Joint Interval Fuzzy Information Granulation: A Framework for Long-Term Forecasting of Interval-Valued Time Series

Author(s): Y. Jiang, F. Yu, W. Zeng, C. Ouyang, F. Li, J. Wang

Pages: 2363 - 2377

24) Multivariate Prediction Model With Adaptive Kernel Configuration Based on Asymmetric Transfer Entropy and Fuzzy $C$-Means in CNN-Transformer

Author(s): H. Hu, J. Zhan, J. H. Yoon, W. Ding

Pages: 2378 - 2392

25) Three-Way Conflict Resolution in Fuzzy Situation Tables With Nonlinear Conflict Functions

Author(s): J. Liu, M. Hu, W. Ding, W. Pedrycz, G. Lang

Pages: 2393 - 2407

26) A Predefined-Time Convergent Dual-Channel Fuzzy Attention RNN for Motion Planning of Robotic Systems: Application to Robot-Assisted Puncture

Author(s): B. Zheng, C. Li, D. Yan, Z. Zhang, J. Yu, P. X. Liu

Pages: 2408 - 2422

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