IEEE Transactions on Fuzzy Systems, Volume 34, Issue 10, October 2026

1) FuzzyGS: Fuzzy-Based Geometric Uncertainty Gaussian Splatting for Fast Talking Head Synthesis

Author(s): X. Lv, M. Shao, C. Liu, L. Meng, Y. Qiao, Y. Wan, X. Chen

Pages: 3115 – 3126

2) Differentiable Softmin-Driven Self-Organizing Fuzzy ARTMAP via Unified End-to-End Learning

Author(s): P. Zhou, Z. Wang, E. -H. Kim, Z. Fu, Q. Wu, W. Pedrycz

Pages: 3127 – 3142

3) Granular-Ball Fuzzy Neighborhood Entropy-Based Outlier Detector

Author(s): Y. Li, X. Su, W. Jiang, G. Luosang, H. Chen, Z. Yuan

Pages: 3143 – 3155

4) Additive Kernel-Based Nonlinear Regression for Fuzzy Panel Data

Author(s): G. Hesamian, A. Johannssen

Pages: 3156 – 3169

5) Dynamic Event-Triggered Adaptive Fuzzy Control for Robotic Manipulators With Prescribed Performance

Author(s): X. Zeng, R. Gao, K. Li, C. Hua, P. Liu

Pages: 3170 – 3181

6) Game-Based Fully Distributed Optimal Fuzzy Encircling Control for Multiagent Systems

Author(s): Y. Li, M. Wang, K. Li

Pages: 3182 – 3195

7) Missing Multilabel Learning With TSK Fuzzy System and Adaptive Graph

Author(s): G. Du, A. Wang, H. Wu, P. Lu, J. Long, H. Wu, J. Zhang

Pages: 3196 – 3210

8) Online Stable Streaming Feature Selection via Multiscale Bidirectional Redundancy and Multicenter Dynamic Feature Clustering

Author(s): C. Zhang, W. Yang, J. Dai

Pages: 3211 – 3223

9) Solving Imbalanced Problems With Multilayer Ensemble Balanced Fuzzy Inference Broad Network

Author(s): W. Chen, Z. Yu, K. Yang, J. Jiang, F. Zhang, C. L. P. Chen

Pages: 3224 – 3236

10) IFM-Net: An Intuitionistic Fuzzy-Guided Multiscale Fusion Method for Retinal Hemorrhage Segmentation

Author(s): X. Xu, Z. Xia, S. Li, C. Zhang, D. Zhang

Pages: 3237 – 3250

11) A Fuzzy Rough Set Framework for Interval-Valued Multilabel Feature Selection With Label Enhancement

Author(s): Y. Qin, G. Lin, J. Liang, J. Lin, Y. Lin

Pages: 3251 – 3263

12) Knowledge Embedded Stochastic Configuration Networks for Industrial Data Analytics

Author(s): P. Tian, D. Wang

Pages: 3264 – 3275

13) A Digital Twin-Guided Deep Evidential Framework for Real-Time UAV Risk Assessment With Fuzzy Risk Semantics

Author(s): J. Tu, X. Nian, X. Dai

Pages: 3276 – 3290

14) A Large-Scale Integer Programming Algorithm for Fuzzy-Driven Credible Subset Selection

Author(s): F. Tian, H. Liu, W. Yu

Pages: 3291 – 3303

15) Dual Fuzzy Learning With Global–Local Structure Fusion for Scalable Multiview Subspace Clustering

Author(s): T. Li, W. Fan

Pages: 3304 – 3318

16) Fault Diagnosis of Converter Transformers Based on Asymmetric Fuzzy Granulation and Physics-Embedded Cascaded Stochastic Configuration Networks

Author(s): W. Li, R. Sun, D. Wang

Pages: 3319 – 3333

17) FNP-Miner: Fuzzy Three-Way Nonoverlapping Sequential Pattern Mining

Author(s): Y. Wu, Y. Qiao, J. Liu, Y. Li, C. Liu, J. Wei, W. Wang

Pages: 3334 – 3348

18) Fuzzy Intermediate Variable Observer for Spacecraft Fault-Tolerant Attitude Control Against Complex Actuator Faults

Author(s): S. Du, Y. Liu, H. Han, J. Qiao

Pages: 3349 – 3361

19) Quantile-Based Skewness for Fuzzy Numbers With Probabilistic Foundations: An Application in Portfolio Optimization

Author(s): J. Schneider, K. Bilińska, T. Szandała, P. Schneider

Pages: 3362 – 3373

20) Transfer Learning With Fuzzy Elevation-Aware Experts for Bathymetric DEM Super-Resolution

Author(s): C. Yang, M. Yang, C. Wu, M. Sun, X. Huang, M. Zhang, B. Zhang, C. Huang, H. Zhang

Pages: 3374 – 3388

21) MGE-DNTSK: A Multi-Granularity Ellipsoidal Dual-Neural TSK Fuzzy Classification System

Author(s): Z. -S. Zang, M. -W. Li, W. Lu, L. -Y. Zhang, W. Pedrycz

Pages: 3389 – 3403

22) Dual Fuzzy Modeling for Semisupervised Multilabel Feature Selection

Author(s): Q. Ye, H. Huang, J. Zhang, H. Wu, R. Li, G. Zhou, J. Long

Pages: 3404 – 3418

23) Decentralized Fuzzy Adaptive Control for Continuous Rolling Mill Trains: A Mixed-Order Fully Actuated System Approach

Author(s): P. Wang, M. Fei, D. Du, C. Qian, Y. Chen

Pages: 3419 – 3431

24) Fuzzy Unified Iteration With Bilevel Optimization for Unknown Multiagent Systems

Author(s): Y. Li, Y. Han, Z. Fu, Z. Zeng

Pages: 3432 – 3446

25) Detection and Defense-Based Fixed-Time Output Synchronization of Fuzzy Stochastic Multilayered Networks Under Deception Attacks

Author(s): Y. Gao, C. Hu, J. Yu, S. Wen, Q. Zhu

Pages: 3447 – 3460