Computational Intelligence: IEEE Transactions on Fuzzy Systems, Volume 34, Issue 3, March 2026

1) Hierarchical Fuzzy Learning With Virtual Tracking Targets for Optimal Tracking Control in Strict Feedback Systems

Author(s): Y. Yan, H. Zhang

Pages: 693 - 704

2) Low-Rank Matrix Factorization Induced Adaptive Divergent Graph Learning for Fuzzy Clustering

Author(s): L. Ma, N. Zhou, Y. Du, W. Wang, K. Shi, W. Pedrycz

Pages: 705 - 718

3) On Complex-Valued Zeroing Neural Networks Driven by Fuzzy Logic for QP Problems With Applications

Author(s): Q. Zuo, H. Fan, L. Xiao, P. Tan

Pages: 719 - 731

4) TG-FCM: A Prediction Model of Transformer and GRU Fusion Based on Improved Fuzzy C-Mean

Author(s): R. -T. Zhang, H. -L. Yang, W. Ding

Pages: 732 - 746

5) Multiviewpoint Induced Kernel Fuzzy Clustering With Trapezoidal Information Granules

Author(s): Y. Zhang, Y. Tang, W. Pedrycz, J. Gao

Pages: 747 - 761

6) Guaranteed State and Fault Interval Estimation for Local Nonlinear Takagi–Sugeno Fuzzy Systems Based on Zonotopic Analysis

Author(s): L. Zhang, J. Dong

Pages: 762 - 771

7) A Fuzzy-Evaluation-Based Constructive Heuristics Generation Framework for Stochastic Resource Allocation

Author(s): J. Zhang, B. Xin, Q. Wang, D. Wang, W. Ma, J. Wang

Pages: 772 - 786

8) FGMMa: Multiembedding Node Classification via Fuzzy Graph Message Passing and Graph Mamba

Author(s): T. Xie, T. Yin, W. Zhang, H. Ju, J. Huang, W. Ding

Pages: 787 - 801

9) T–S Fuzzy Models-Based Consensus Tracking for Noncanonical Nonlinear Multiagent Systems Using New Adaptive Distributed Observers

Author(s): G. Lai, L. Dong, M. Li, H. Xiao

Pages: 802 - 815

10) GFS-Edge: Graph Fuzzy System for Edge Prediction

Author(s): F. Hu, Z. Deng, K. -S. Choi, S. Wang

Pages: 816 - 827

11) Nested Stacking TSK Fuzzy Classifier by Additive-Rule-Decomposition and Antinoisy-Labeling Based Learning on Large-Scale Noisy Labeling Data

Author(s): Y. Li, Z. Guo, C. -M. Vong, S. Wang

Pages: 828 - 842

12) Regional Stabilization and Estimation of Domains of Attraction for Discrete-Time T–S Fuzzy Systems via Fuzzy-modeled Membership Functions

Author(s): Y. Quilles-Marinho, D. Lee, R. C. L. F. Oliveira, P. L. D. Peres

Pages: 843 - 857

13) Fuzzy LASSO Logistic Regression: A Regularized Framework for Interpretable Binary Classification Under Uncertainty

Author(s): J. Remlalliana, P. S

Pages: 858 - 869

14) Parameter-Free Dual-Granularity Weighted Multiview Fuzzy $c$-Means Clustering

Author(s): Z. Liu, J. Shi, S. Letchmunan, Y. Huang, M. Deveci

Pages: 870 - 880

15) Vision-Language-Action Model-Based Event-Triggered Admittance Control of a Mobile Manipulator for Power Substation Live-Maintaining

Author(s): Y. Yang, Z. Li, Z. Hu

Pages: 881 - 895

16) Automatic Programming via Large Language Models With Population Self-Evolution for Dynamic Fuzzy Job Shop Scheduling Problem

Author(s): J. Huang, Q. Liu, X. Li, L. Gao, Y. Teng

Pages: 896 - 908

17) Information Granule-Based Time Series Prediction via Synergizing Multiscale and Multitype Information Granulations

Author(s): W. Wang, Y. Wang, W. Liu, H. Chen

Pages: 909 - 923

18) Efficient Fuzzy Model Predictive Tracking Control of Nonlinear Systems: A Membership Function Approximation Approach

Author(s): J. Li, A. -Y. Lu, C. Deng, J. -N. Zhang

Pages: 924 - 936

19) Fuzzy Multi-Subspace Clustering

Author(s): Y. Wang, J. Zhou, M. Song, Y. Guo, J. Lu

Pages: 937 - 951

20) Second-Order Biased Random Walk Outlier Detection Based on Bi-Level Granular-Ball Knowledge Representation

Author(s): H. Zhang, L. Yang, B. Sang, W. Xu, S. Xia, F. Zhang, G. Wang

Pages: 952 - 965

21) Enhanced One-Step Incomplete Multiview Fuzzy Clustering With Dual Representation Learning

Author(s): W. Zhang, Z. Deng, W. Ding, J. Zhou, T. Zhang, K. -S. Choi, S. Wang

Pages: 966 - 980

22) MS-FuLW: A Multiscale Fuzzy Learning Framework With Weak Supervision for Emergency Event Detection

Author(s): G. Yuan, C. Ning, C. Li, Y. Liu, Z. He

Pages: 981 - 992

23) Predefined-Time Adaptive Fuzzy Distributed Optimal Output Feedback Control for Nonlinear Multiagent Systems via Reinforcement Learning

Author(s): N. Cai, W. Wu, Y. Li, S. Tong

Pages: 993 - 1003

24) Zero-Shot Event Causality Identification via Multisource Evidence Fuzzy Aggregation With Large Language Models

Author(s): Z. Zeng, Q. Cheng, X. Hu, W. Li, W. Ding, Z. Liu

Pages: 1004 - 1016

25) State Baseline Modeling and Fault Detection for Aero-Engines With Unknown Performance Degradation Based on Deep Neural Networks

Author(s): Z. -L. Ma, X. -J. Li

Pages: 1017 - 1029

26) Adaptive Fuzzy Output-Feedback Event-Triggered Command-Filtered Backstepping Control for Uncertain Discrete-Time Nonlinear Systems

Author(s): X. Li, L. Zhao

Pages: 1030 - 1036

27) Corrections to “Exploring Fuzzy Priors From Multimapping GAN for Robust Image Dehazing”

Author(s): S. Zhang, X. Zhang, W. Ren, L. Zhao, E. Fan, F. Huang

Pages: 1037 - 1038

Computational Intelligence

Wednesday, March 18, 2026

IEEE Transactions on Fuzzy Systems, Volume 34, Issue 3, March 2026

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