IEEE Transactions on Fuzzy Systems, Volume 33, Issue 6, June 2025

1) Brain-Inspired Fuzzy Graph Convolution Network for Alzheimer's Disease Diagnosis Based on Imaging Genetics Data

Author(s): Xia-An Bi, Yangjun Huang, Wenzhuo Shen, Zicheng Yang, Yuhua Mao, Luyun Xu, Zhonghua Liu

Pages: 1698 - 1712

2) Adaptive Incremental Broad Learning System Based on Interval Type-2 Fuzzy Set With Automatic Determination of Hyperparameters

Author(s): Haijie Wu, Weiwei Lin, Yuehong Chen, Fang Shi, Wangbo Shen, C. L. Philip Chen

Pages: 1713 - 1725

3) A Novel Reliable Three-Way Multiclassification Model Under Intuitionistic Fuzzy Environment

Author(s): Libo Zhang, Cong Guo, Tianxing Wang, Dun Liu, Huaxiong Li

Pages: 1726 - 1739

4) Guaranteed State Estimation for H−/L∞ Fault Detection of Uncertain Takagi–Sugeno Fuzzy Systems With Unmeasured Nonlinear Consequents

Author(s): Masoud Pourasghar, Anh-Tu Nguyen, Thierry-Marie Guerra

Pages: 1740 - 1752

5) Online Self-Learning Fuzzy Recurrent Stochastic Configuration Networks for Modeling Nonstationary Dynamics

Author(s): Gang Dang, Dianhui Wang

Pages: 1753 - 1766

6) ADMTSK: A High-Dimensional Takagi–Sugeno–Kang Fuzzy System Based on Adaptive Dombi T-Norm

Author(s): Guangdong Xue, Liangjian Hu, Jian Wang, Sergey Ablameyko

Pages: 1767 - 1780

7) Constructing Three-Way Decision With Fuzzy Granular-Ball Rough Sets Based on Uncertainty Invariance

Author(s): Jie Yang, Zhuangzhuang Liu, Guoyin Wang, Qinghua Zhang, Shuyin Xia, Di Wu, Yanmin Liu

Pages: 1781 - 1792

8) TOGA-Based Fuzzy Grey Cognitive Map for Spacecraft Debris Avoidance

Author(s): Chenhui Qin, Yuanshi Liu, Tong Wang, Jianbin Qiu, Min Li

Pages: 1793 - 1802

9) Reinforcement Learning-Based Fault-Tolerant Control for Semiactive Air Suspension Based on Generalized Fuzzy Hysteresis Model

Author(s): Pak Kin Wong, Zhijiang Gao, Jing Zhao

Pages: 1803 - 1814

10) Adaptive Fuzzy Attention Inference to Control a Microgrid Under Extreme Fault on Grid Bus

Author(s): Tanvir M. Mahim, A.H.M.A. Rahim, M. Mosaddequr Rahman

Pages: 1815 - 1824

11) Semisupervised Feature Selection With Multiscale Fuzzy Information Fusion: From Both Global and Local Perspectives

Author(s): Nan Zhou, Shujiao Liao, Hongmei Chen, Weiping Ding, Yaqian Lu

Pages: 1825 - 1839

12) Fuzzy Domain Adaptation From Heterogeneous Source Teacher Models

Author(s): Keqiuyin Li, Jie Lu, Hua Zuo, Guangquan Zhang

Pages: 1840 - 1852

13) Differentially Private Distributed Nash Equilibrium Seeking for Aggregative Games With Linear Convergence

Author(s): Ying Chen, Qian Ma, Peng Jin, Shengyuan Xu

Pages: 1853 - 1863

14) Robust Divide-and-Conquer Multiple Importance Kalman Filtering via Fuzzy Measure for Multipassive-Sensor Target Tracking

Author(s): Hongwei Zhang

Pages: 1864 - 1875

15) Fully Informed Fuzzy Logic System Assisted Adaptive Differential Evolution Algorithm for Noisy Optimization

Author(s): Sheng Xin Zhang, Yu Hong Liu, Xin Rou Hu, Li Ming Zheng, Shao Yong Zheng

Pages: 1876 - 1888

16) Impulsive Control of Nonlinear Multiagent Systems: A Hybrid Fuzzy Adaptive and Event-Triggered Strategy

Author(s): Fang Han, Hai Jin

Pages: 1889 - 1898

17) Uncertainty-Aware Superpoint Graph Transformer for Weakly Supervised 3-D Semantic Segmentation

Author(s): Yan Fan, Yu Wang, Pengfei Zhu, Le Hui, Jin Xie, Qinghua Hu

Pages: 1899 - 1912

18) Observer-Based SMC for Discrete Interval Type-2 Fuzzy Semi-Markov Jump Models

Author(s): Wenhai Qi, Runkun Li, Peng Shi, Guangdeng Zong

Pages: 1913 - 1925

19) Network Security Scheme for Discrete-Time T-S Fuzzy Nonlinear Active Suspension Systems Based on Multiswitching Control Mechanism

Author(s): Jiaming Shen, Yang Liu, Mohammed Chadli

Pages: 1926 - 1936

20) Fuzzy Multivariate Variational Mode Decomposition With Applications in EEG Analysis

Author(s): Hongkai Tang, Xun Yang, Yixuan Yuan, Pierre-Paul Vidal, Danping Wang, Jiuwen Cao, Duanpo Wu

Pages: 1937 - 1948

21) Adaptive Broad Network With Graph-Fuzzy Embedding for Imbalanced Noise Data

Author(s): Wuxing Chen, Kaixiang Yang, Zhiwen Yu, Feiping Nie, C. L. Philip Chen

Pages: 1949 - 1962

22) Average Filtering Error-Based Event-Triggered Fuzzy Filter Design With Adjustable Gains for Networked Control Systems

Author(s): Yingnan Pan, Fan Huang, Tieshan Li, Hak-Keung Lam

Pages: 1963 - 1976

23) Fuzzy and Crisp Gaussian Kernel-Based Co-Clustering With Automatic Width Computation

Author(s): José Nataniel A. de Sá, Marcelo R.P. Ferreira, Francisco de A.T. de Carvalho

Pages: 1977 - 1991

24) A Biselection Method Based on Consistent Matrix for Large-Scale Datasets

Author(s): Jinsheng Quan, Fengcai Qiao, Tian Yang, Shuo Shen, Yuhua Qian

Pages: 1992 - 2005

25) Nash Equilibrium Solutions for Switched Nonlinear Systems: A Fuzzy-Based Dynamic Game Method

Author(s): Yan Zhang, Zhengrong Xiang

Pages: 2006 - 2015

26) Active Domain Adaptation Based on Probabilistic Fuzzy C-Means Clustering for Pancreatic Tumor Segmentation

Author(s): Chendong Qin, Yongxiong Wang, Fubin Zeng, Jiapeng Zhang, Yangsen Cao, Xiaolan Yin, Shuai Huang, Di Chen, Huojun Zhang, Zhiyong Ju

Pages: 2016 - 2026

IEEE Transactions on Cognitive and Developmental Systems, Volume 17, Issue 3, June 2025

1) Enhancing Dimensional Image Emotion Detection With a Low-Resource Dataset via Two-Stage Training

Author(s): SangEun Lee, Seoyun Kim, Yubeen Lee, Jufeng Yang, Eunil Park

Pages: 455 - 464

2) HDMTK: Full Integration of Hierarchical Decision-Making and Tactical Knowledge in Multiagent Adversarial Games

Author(s): Wei Li, Boling Hu, Aiguo Song, Kaizhu Huang

Pages: 465 - 479

3) Functional Connectivity Patterns Learning for EEG-Based Emotion Recognition

Author(s): Chongxing Shi, C. L. Philip Chen, Shuzhen Li, Tong Zhang

Pages: 480 - 494

4) PDRL: Towards Deeper States and Further Behaviors in Unsupervised Skill Discovery by Progressive Diversity

Author(s): Ziming He, Chao Song, Jingchen Li, Haobin Shi

Pages: 495 - 509

5) Simultaneous Estimation of Human Motion Intention and Time-Varying Arm Stiffness for Enhanced Human–Robot Interaction

Author(s): Huayang Wu, Chengzhi Zhu, Long Cheng, Chenguang Yang, Yanan Li

Pages: 510 - 524

6) A Task-Oriented Deep Learning Approach for Human Localization

Author(s): Yu-Jia Chen, Wei Chen, Sai Qian Zhang, Hai-Yan Huang, H.T. Kung

Pages: 525 - 539

7) Adaptive Environment Generation for Continual Learning: Integrating Constraint Logic Programming With Deep Reinforcement Learning

Author(s): Youness Boutyour, Abdellah Idrissi

Pages: 540 - 553

8) Kernel-Based Actor–Critic Learning Framework for Autonomous Brain Control on Trajectory

Author(s): Zhiwei Song, Xiang Zhang, Shuhang Chen, Jieyuan Tan, Yiwen Wang

Pages: 554 - 563

9) Task and Motion Planning of Service Robot Arm in Unknown Environment Based on Virtual Voxel-Semantic Space

Author(s): Lipeng Wang, Xiaochen Wang, Junjun Huang, Mengjie Liu

Pages: 564 - 576

10) Data Augmentation for Seizure Prediction With Generative Diffusion Model

Author(s): Kai Shu, Le Wu, Yuchang Zhao, Aiping Liu, Ruobing Qian, Xun Chen

Pages: 577 - 591

11) Developmental Networks With Foveation

Author(s): Xiang Wu, Juyang Weng

Pages: 592 - 605

12) Modeling Task Engagement to Regulate Reinforcement Learning-Based Decoding for Online Brain Control

Author(s): Xiang Zhang, Xiang Shen, Yiwen Wang

Pages: 606 - 614

13) SMART: Sequential Multiagent Reinforcement Learning With Role Assignment Using Transformer

Author(s): Yixing Lan, Hao Gao, Xin Xu, Qiang Fang, Yujun Zeng

Pages: 615 - 630

14) Interaction Is Worth More Explanations: Improving Human–Object Interaction Representation With Propositional Knowledge

Author(s): Feng Yang, Yichao Cao, Xuanpeng Li, Weigong Zhang

Pages: 631 - 643

15) Spatial–Temporal Spiking Feature Pruning in Spiking Transformer

Author(s): Zhaokun Zhou, Kaiwei Che, Jun Niu, Man Yao, Guoqi Li, Li Yuan, Guibo Luo, Yuesheng Zhu

Pages: 644 - 658

16) A Biomathematical Model for Classifying Sleep Stages Using Deep Learning Techniques

Author(s): Ruijie He, Wei Tong, Miaomiao Zhang, Guangyu Zhu, Edmond Q. Wu

Pages: 659 - 671

17) The Effect of Audio Trigger’s Frequency on Autonomous Sensory Meridian Response

Author(s): Lili Li, Zhiqing Wu, Zhongliang Yu, Zhibin He, Zhizhong Wang, Liyu Lin, Shaolong Kuang

Pages: 672 - 681

18) Location-Guided Head Pose Estimation for Fisheye Image

Author(s): Bing Li, Dong Zhang, Cheng Huang, Yun Xian, Ming Li, Dah-Jye Lee

Pages: 682 - 697

19) Brain Network Reorganization in Response to Multilevel Mental Workload in Simulated Flight Tasks

Author(s): Kuijun Wu, Jingjia Yuan, Xianliang Ge, Ioannis Kakkos, Linze Qian, Sujie Wang, Yamei Yu, Chuantao Li, Yu Sun

Pages: 698 - 709

IEEE Transactions on Artificial Intelligence, Volume 6, Issue 6, June 2025

1) GLAC-GCN: Global and Local Topology-Aware Contrastive Graph Clustering Network

Author(s): Yuan-Kun Xu, Dong Huang, Chang-Dong Wang, Jian-Huang Lai

Pages: 1448 - 1459

2) Unsupervised Action Recognition Using Spatiotemporal, Adaptive, and Attention-Guided Refining-Network

Author(s): Xinpeng Yin, Cheng Zhang, ZiXu Huang, Zhihai He, Wenming Cao

Pages: 1460 - 1471

3) MRI Joint Superresolution and Denoising Based on Conditional Stochastic Normalizing Flow

Author(s): Zhenhong Liu, Xingce Wang, Zhongke Wu, Xiaodong Ju, YiCheng Zhu, Alejandro F. Frangi

Pages: 1472 - 1487

4) Federated Multiarmed Bandits Under Byzantine Attacks

Author(s): Artun Saday, İlker Demirel, Yiğit Yıldırım, Cem Tekin

Pages: 1488 - 1501

5) Dynamically Scaled Temperature in Self-Supervised Contrastive Learning

Author(s): Siladittya Manna, Soumitri Chattopadhyay, Rakesh Dey, Umapada Pal, Saumik Bhattacharya

Pages: 1502 - 1512

6) Learning from Heterogeneity: A Dynamic Learning Framework for Hypergraphs

Author(s): Tiehua Zhang, Yuze Liu, Zhishu Shen, Xingjun Ma, Peng Qi, Zhijun Ding, Jiong Jin

Pages: 1513 - 1528

7) A Spatial-Transformation-Based Causality-Enhanced Model for Glioblastoma Progression Diagnosis

Author(s): Qiang Li, Xinyue Li, Hong Jiang, Xiaohua Qian

Pages: 1529 - 1539

8) From Global to Hybrid: A Review of Supervised Deep Learning for 2-D Image Feature Representation

Author(s): Xinyu Dong, Qi Wang, Hongyu Deng, Zhenguo Yang, Weijian Ruan, Wu Liu, Liang Lei, Xue Wu, Youliang Tian

Pages: 1540 - 1560

9) Leveraging AI to Compromise IoT Device Privacy by Exploiting Hardware Imperfections

Author(s): Mirza Athar Baig, Asif Iqbal, Muhammad Naveed Aman, Biplab Sikdar

Pages: 1561 - 1574

10) CVDLLM: Automated Cardiovascular Disease Diagnosis With Large-Language-Model-Assisted Graph Attentive Feature Interaction

Author(s): Xihe Qiu, Haoyu Wang, Xiaoyu Tan, Yaochu Jin

Pages: 1575 - 1590

11) Neural Network Output-Feedback Distributed Formation Control for NMASs Under Communication Delays and Switching Network

Author(s): Haodong Zhou, Shaocheng Tong

Pages: 1591 - 1602

12) t-SNVAE: Deep Probabilistic Learning With Local and Global Structures for Industrial Process Monitoring

Author(s): Jian Huang, Zizhuo Liu, Xu Yang, Yupeng Liu, Zhaomin Lv, Kaixiang Peng, Okan K. Ersoy

Pages: 1603 - 1613

13) SpikeNAS-Bench: Benchmarking NAS Algorithms for Spiking Neural Network Architecture

Author(s): Gengchen Sun, Zhengkun Liu, Lin Gan, Hang Su, Ting Li, Wenfeng Zhao, Biao Sun

Pages: 1614 - 1625

14) AttDCT: Attention-Based Deep Learning Approach for Time Series Classification in the DCT Domain

Author(s): Amine Haboub, Hamza Baali, Abdesselam Bouzerdoum

Pages: 1626 - 1638

15) Behavioral Decision-Making of Mobile Robots Simulating the Functions of Cerebellum, Basal Ganglia, and Hippocampus

Author(s): Dongshu Wang, Qi Liu, Yihai Duan

Pages: 1639 - 1650

16) Learning From Mistakes: A Multilevel Optimization Framework

Author(s): Li Zhang, Bhanu Garg, Pradyumna Sridhara, Ramtin Hosseini, Pengtao Xie

Pages: 1651 - 1663

17) COLT: Cyclic Overlapping Lottery Tickets for Faster Pruning of Convolutional Neural Networks

Author(s): Md. Ismail Hossain, Mohammed Rakib, M. M. Lutfe Elahi, Nabeel Mohammed, Shafin Rahman

Pages: 1664 - 1678

18) HWEFIS: A Hybrid Weighted Evolving Fuzzy Inference System for Nonstationary Data Streams

Author(s): Tao Zhao, Haoli Li

Pages: 1679 - 1694

IEEE Transactions on Evolutionary Computation, Volume 29, Issue 3

1) Guest Editorial Machine-Learning-Assisted Evolutionary Computation

Author(s): Rong Qu, Nelishia Pillay, Emma Hart, Manuel López-Ibáñez

Pages: 571 - 573

2) A Deep Reinforcement Learning-Assisted Multimodal Multiobjective Bilevel Optimization Method for Multirobot Task Allocation

Author(s): Yuanyuan Yu, Qirong Tang, Qingchao Jiang, Qinqin Fan

Pages: 574 - 588

3) An Iterated Greedy Algorithm With Reinforcement Learning for Distributed Hybrid Flowshop Problems With Job Merging

Author(s): Xin-Rui Tao, Quan-Ke Pan, Liang Gao

Pages: 589 - 600

4) Surrogate-Assisted Multiobjective Gene Selection for Cell Classification From Large-Scale Single-Cell RNA Sequencing Data

Author(s): Jianqing Lin, Cheng He, Hanjing Jiang, Yabing Huang, Yaochu Jin

Pages: 601 - 615

5) Dealing With Structure Constraints in Evolutionary Pareto Set Learning

Author(s): Xi Lin, Xiaoyuan Zhang, Zhiyuan Yang, Qingfu Zhang

Pages: 616 - 630

6) A Two-Population Algorithm for Large-Scale Multiobjective Optimization Based on Fitness-Aware Operator and Adaptive Environmental Selection

Author(s): Bingdong Li, Yan Zhang, Peng Yang, Xin Yao, Aimin Zhou

Pages: 631 - 645

7) Protein Structure Prediction Using a New Optimization-Based Evolutionary and Explainable Artificial Intelligence Approach

Author(s): Jun Hong, Zhi-Hui Zhan, Langchong He, Zongben Xu, Jun Zhang

Pages: 646 - 660

8) Multiobjective Mixed-Integer Quadratic Models: A Study on Mathematical Programming and Evolutionary Computation

Author(s): Ofer M. Shir, Michael Emmerich

Pages: 661 - 675

9) A Survey on Evolutionary Computation-Based Drug Discovery

Author(s): Qiyuan Yu, Qiuzhen Lin, Junkai Ji, Wei Zhou, Shan He, Zexuan Zhu, Kay Chen Tan

Pages: 676 - 696

10) Linear Subspace Surrogate Modeling for Large-Scale Expensive Single/Multiobjective Optimization

Author(s): Langchun Si, Xingyi Zhang, Ye Tian, Shangshang Yang, Limiao Zhang, Yaochu Jin

Pages: 697 - 710

11) A Classifier-Ensemble-Based Surrogate-Assisted Evolutionary Algorithm for Distributed Data-Driven Optimization

Author(s): Xiao-Qi Guo, Feng-Feng Wei, Jun Zhang, Wei-Neng Chen

Pages: 711 - 725

12) Improving the Efficiency of the Distance-Based Hypervolume Estimation Using ND-Tree

Author(s): Andrzej Jaszkiewicz, Piotr Zielniewicz

Pages: 726 - 733

13) A Cooperative Ant Colony System for Multiobjective Multirobot Task Allocation With Precedence Constraints

Author(s): Tong Qian, Xiao-Fang Liu, Yongchun Fang

Pages: 734 - 748

14) Evolutionary Trainer-Based Deep Q-Network for Dynamic Flexible Job-Shop Scheduling

Author(s): Yun Liu, Fangfang Zhang, Yanan Sun, Mengjie Zhang

Pages: 749 - 763

15) MOEA/D With Spatial–Temporal Topological Tensor Prediction for Evolutionary Dynamic Multiobjective Optimization

Author(s): Xianpeng Wang, Yumeng Zhao, Lixin Tang, Xin Yao

Pages: 764 - 778

16) A Surrogate-Assisted Evolutionary Framework for Expensive Multitask Optimization Problems

Author(s): Shenglian Tan, Yong Wang, Guangyong Sun, Tong Pang, Ke Tang

Pages: 779 - 793

17) Improved Evolutionary Multitasking Optimization Algorithm With Similarity Evaluation of Search Behavior

Author(s): Xiaolong Wu, Wei Wang, Tengfei Zhang, Honggui Han, Junfei Qiao

Pages: 794 - 808

18) Competitive Multitasking for Computational Resource Allocation in Evolutionary-Constrained Multiobjective Optimization

Author(s): Xiaoliang Chu, Fei Ming, Wenyin Gong

Pages: 809 - 821

19) Fractional Order Differential Evolution

Author(s): Kaiyu Wang, Shangce Gao, MengChu Zhou, Zhi-Hui Zhan, Jiujun Cheng

Pages: 822 - 835

20) An Interval Multiobjective Evolutionary Generation Algorithm for Product Design Change Plans in Uncertain Environments

Author(s): Rui-Zhao Zheng, Yong Zhang, Xiao-Yan Sun, Dun-Wei Gong, Xiao-Zhi Gao

Pages: 836 - 850