IEEE Transactions on Fuzzy Systems, Volume 33, Issue 12, December 2025

1) Fuzzy Superposition Operation and Knowledge-Driven Coevolutionary Algorithm for Integrated Production Scheduling and Vehicle Routing Problem With Soft Time Windows and Fuzzy Travel Times

Author(s): Ming Huang, Sihan Huang, Baigang Du, Jun Guo, Yibing Li

Pages: 4152 - 4166

2) Linguistic Pattern-Based Facility Layout Optimization in Designing Sustainable Manufacturing Systems

Author(s): Jerzy Grobelny, Rafał Michalski

Pages: 4167 - 4179

3) A Hybrid Framework Integrating LLM and ANFIS for Explainable Fact-Checking

Author(s): Micaela Lucia Bangerter, Giuseppe Fenza, Domenico Furno, Mariacristina Gallo, Vincenzo Loia, Claudio Stanzione, Ilsun You

Pages: 4180 - 4189

4) Optimized Sustainable Manufacturing Through Fuzzy Control in Image-Based Visual Servoing With Velocity and Field-of-View Constraints

Author(s): Minghao Cheng, Hao Tang, Uzair Aslam Bhatti, Di Li

Pages: 4190 - 4200

5) Time-Series Forecasting Using Improved Empirical Fourier Decomposition and High-Order Intuitionistic FCM: Applications in Smart Manufacturing Systems

Author(s): Ali Nikseresht, Mostafa Zandieh, Mohammad Shokouhifar

Pages: 4201 - 4213

6) A Deep Neural Network Based on Masked Strategy and Fuzzy Pooling for Diagnosing Osteoarthritis in X-Ray Images

Author(s): Lu Lu, Jinzhong Chen, Feng He, Zhiqiang Wu, Minan Lu, Changgong Lan

Pages: 4214 - 4224

7) Fuzzy Optimization Feature Fusion for Enhanced Fine-Grained Visual Classification in Sustainable Manufacturing Using Vision Transformer

Author(s): Chin-Feng Lai, Yi-Wei Lai, Shih-Yeh Chen, Chi-Hsuan Lee, Mu-Yen Chen

Pages: 4225 - 4239

8) Fuzzy Membership-Driven Adaptive Sample Mining for Facial Expression Recognition

Author(s): Xuxiong Liu, Liuwei An, Kang Shen, Ziyang Zhang, Xiao Sun

Pages: 4240 - 4251

9) SL-ANFIS-LSTM: A Structure Learnable Fuzzy Neural Network for Ultra-Short-Term PV Power Forecasting

Author(s): Zhao Su, Jun Shen, Qingguo Zhou, Binbin Yong

Pages: 4252 - 4262

10) Intermittent Sampled-Data Fuzzy Control for Nonlinear Coupled ODE-PDE Systems With Stochastic Actuator Failures

Author(s): Jin-Yang Zheng, Zi-Peng Wang, Gongming Wang, Junfei Qiao, Honggui Han, Huai-Ning Wu, Tingwen Huang

Pages: 4263 - 4276

11) Neuro-Fuzzy Musculoskeletal Model-Driven Assist-as-Needed Control via Impedance Regulation for Rehabilitation Robots

Author(s): Yu Cao, Shuhao Ma, Mengshi Zhang, Jindong Liu, Jian Huang, Zhi-Qiang Zhang

Pages: 4277 - 4288

12) Global-Guided Label-Aware Adaptive Multilabel Feature Selection via Fuzzy Mutual Information

Author(s): Hao Xie, Yangding Li, Jianhua Dai

Pages: 4289 - 4302

13) Representation Learning for Latent Disease Identification Based on the Multidimensional Hesitant Fuzzy xLSTM Network

Author(s): Wei Zhou, Cesheng Zhang, Zeshui Xu

Pages: 4303 - 4317

14) α-Conditional Distributivity Between Continuous t-Norms and t-Conorms With Effective Application to Suspicious Network Activity Detection

Author(s): Senhao Cai, Hongjun Zhou, Sanyang Liu

Pages: 4318 - 4330

15) Fuzzy Information Evolution With Three-Way Decision in Social Network Group Decision-Making

Author(s): Qianlei Jia, Xinliang Zhou, Ondrej Krejcar, Enrique Herrera-Viedma

Pages: 4331 - 4344

16) A Dual-Layer Fuzzy Consensus Optimization Algorithm for Exponential Convergence in Distributed Networks

Author(s): Yan Zheng, Ruifeng Zhu, Zhenyong Wang, Yang Lu, Wei Xiang

Pages: 4345 - 4357

17) A Predefined-Time Fuzzy Adaptive RNN for Time-Dependent Bound-Constrained Nonlinear Optimization With Applications

Author(s): Guangfeng Cheng, Yu Han, Binbin Qiu

Pages: 4358 - 4370

18) Robust Optimization Scheduling of an Electric Vehicle Charging Station Based on Interval-Valued Intuitionistic Fuzzy Information

Author(s): Yuling Ren, Mao Tan, Kang Li, Yongxin Su, Rui Wang, Ling Wang

Pages: 4371 - 4383

19) Multihop Fuzzy Event Knowledge Graph Reasoning With Event Soft Logical Rules Guidance

Author(s): Chao Wang, Li Yan, Zongmin Ma

Pages: 4384 - 4393

20) Power-Considered Fault-Tolerant Control for Nonlinear Systems With Nonfragile Prescribed Performance

Author(s): Yu Xia, Ke Xiao, Radu-Emil Precup, Imre J. Rudas, Ramesh K. Agarwal

Pages: 4394 - 4404

21) Optimal Formation Control for Autonomous Vehicles: A Bilayer Predefined-Time Fuzzy Reinforcement Learning Approach

Author(s): Xinhai Zhuang, Hengyu Li, Jingyi Liu, Yueying Wang, Mohammed Chadli, Jun Luo

Pages: 4405 - 4417

22) CausalSeqGNN: A Fama-French Inspired Fuzzy Cognitive Map Combined With Graph Neural Network for Stock Prediction

Author(s): He Yu, Jing Liu

Pages: 4418 - 4430

23) WavTSK: An Interpretable Fuzzy Network With Learnable Wavelet-Based Feature Extraction for Motor Imagery EEG Decoding

Author(s): Zhiying Li, Yi-Feng Chen, Jingwan Yu, Mingming Zhang

Pages: 4431 - 4442

24) A Geometric View of Ralescu’s Many-Valued Cardinality

Author(s): Eduard Bartl, Radim Belohlavek

Pages: 4443 - 4451

25) Corrections to “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: 4452 - 4452

IEEE Transactions on Artificial Intelligence, Volume 6, Issue 12, December 2025

1) Generative Agents in Agent-Based Modeling: Overview, Validation, and Emerging Challenges

Author(s): Carlo Adornetto, Adrian Mora, Kai Hu, Leticia Izquierdo Garcia, Parfait Atchade-Adelomou, Gianluigi Greco, Luis Alberto Alonso Pastor, Kent Larson

Pages: 3165 - 3183

2) KnowZRel: Common Sense Knowledge-Based Zero-Shot Relationship Retrieval for Generalized Scene Graph Generation

Author(s): M. Jaleed Khan, John G. Breslin, Edward Curry

Pages: 3184 - 3194

3) Lorentz-Equivariant Quantum Graph Neural Network for High-Energy Physics

Author(s): Md Abrar Jahin, Md. Akmol Masud, Md Wahiduzzaman Suva, M. F. Mridha, Nilanjan Dey

Pages: 3195 - 3206

4) Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection Approach

Author(s): Zhenbang Du, Jiayu An, Yunlu Tu, Jiahao Hong, Dongrui Wu

Pages: 3207 - 3216

5) Reinforcement Learning for Efficient Multiagent Task Allocation in Potential Game Model

Author(s): Yuxing Xing, Caixia Chen, Jie Wu, Jie Chen

Pages: 3217 - 3231

6) Phenotype and Genotype Based Sample Aware Surrogate-Assisted Genetic Programming in Dynamic Flexible Job Shop Scheduling

Author(s): Luyao Zhu, Fangfang Zhang, Xiaodong Zhu, Ke Chen, Mengjie Zhang

Pages: 3232 - 3247

7) Model Selection of Anomaly Detectors in the Absence of Labeled Validation Data

Author(s): Clement Fung, Chen Qiu, Aodong Li, Maja Rudolph

Pages: 3248 - 3257

8) Fuzzy Information Quantity Measurement and Feature Selection by Macrogranular Entropy

Author(s): Zhilin Zhu, Chucai Zhang, Jianhua Dai

Pages: 3258 - 3272

9) Efficient Transformer Inference Through Hybrid Dynamic Pruning

Author(s): Ghadeer A. Jaradat, Mohammed F. Tolba, Ghada Alsuhli, Hani Saleh, Mahmoud Al-Qutayri, Thanos Stouraitis

Pages: 3273 - 3286

10) Is Perceptual Encryption Secure? A Security Benchmark for Perceptual Encryption Methods

Author(s): Umesh Kashyap, Sudev Kumar Padhi, Sk. Subidh Ali

Pages: 3287 - 3296

11) Location, Neighborhood, and Semantic Guidance Network for RGB-D Co-Salient Object Detection

Author(s): Wujie Zhou, Bingying Wang, Xiena Dong, Caie Xu, Fangfang Qiang

Pages: 3297 - 3311

12) RSMBSP-DON: RNA-Small Molecule Binding Sites Prediction by Dual-Path Feature Extraction and One-Dimensional Multiscale Feature Fusion Network

Author(s): Xiao Yang, Zhan-Li Sun, Mengya Liu, Zhigang Zeng, Kin-Man Lam, Xin Wang

Pages: 3312 - 3320

13) ECG_DEEPNet: A Novel Approach for Delineation and Classification of Electrocardiogram Signal Based on Ensemble Deep-Learning

Author(s): Neenu Sharma, Deepak Joshi

Pages: 3321 - 3335

14) Prescribed Performance Resilient Motion Coordination With Actor–Critic Reinforcement Learning Design for UAV-USV Systems

Author(s): Jawhar Ghommam, Maarouf Saad, Mohammad H. Rahman, Quanmin Zhu

Pages: 3336 - 3350

15) Quantization-Based 3D-CNNs Through Circular Gradual Unfreezing for DeepFake Detection

Author(s): Emmanuel Pintelas, Ioannis E. Livieris, Panagiotis E. Pintelas

Pages: 3351 - 3363

16) A Multitropical Cyclone Trajectory Prediction Method Based on Density Maps With Memory and Data Fusion

Author(s): Dongfang Ma, Zhaoyang Ma, Chengying Wu, Jianmin Lin

Pages: 3364 - 3376

17) EncryptFlow: Efficient and Lossless Image Encryption Network Based on Normalizing Flows

Author(s): Menglin Yang, Dong Xie, Guiting Zhang, Fulong Chen, Taochun Wang, Peng Hu

Pages: 3377 - 3390

18) Learn to Learn: A Mirror Meta-Learning Method for Retinal Disease Diagnosis on Fundus Images

Author(s): Haoran Peng, Jianqiang Li, Wenxiu Cheng, Linna Zhao, Yu Guan, Zhaosheng Li, Li Li, Xi Xu

Pages: 3391 - 3405

19) Video-Based Human-Posture Monitoring From RGB-D Cameras

Author(s): Pavana Pradeep Kumar, Krishna Kant, Francesco Di Rienzo, Carlo Vallati

Pages: 3406 - 3416

20) Production Disentanglement and Exogenous Analysis Transformer for Petroleum Production Prediction

Author(s): Ji Chang, Yu Kang, Wenjun Lv

Pages: 3417 - 3429

21) Cooperative Resilience in Artificial Intelligence Multiagent Systems

Author(s): Manuela Chacon-Chamorro, Luis Felipe Giraldo, Nicanor Quijano, Vicente Vargas-Panesso, César González, Juan Sebastián Pinzón, Rubén Manrique, Manuel Ríos, Yesid Fonseca, Daniel Gómez-Barrera, Mónica Perdomo-Pérez

Pages: 3430 - 3440

22) Towards Efficient Multi-UAV Air Combat: An Intention Inference and Sparse Transmission Based Multiagent Reinforcement Learning Algorithm

Author(s): Jinchao Han, Yan Yan, Baoxian Zhang

Pages: 3441 - 3452

23) Large Linguistic Models: Investigating LLMs’ Metalinguistic Abilities

Author(s): Gašper Beguš, Maksymilian Dąbkowski, Ryan Rhodes

Pages: 3453 - 3467