IEEE Transactions on Emerging Topics in Computational Intelligence Volume 9, Issue 5, October 2025

1) Incentivized Federated Learning: A Survey

Author(s): Akarsh K Nair, Sinem Coleri, Jayakrushna Sahoo, Linga Reddy Cenkeramaddi, Ebin Deni Raj

Pages: 3190 - 3209

2) Reconfigurable Digital FPGA Implementations for Neuromorphic Computing: A Survey on Recent Advances and Future Directions

Author(s): Edris Zaman Farsa, Arash Ahmadi, Oliver Keszocze

Pages: 3210 - 3232

3) Design and Optimisations of Metal-Oxide Artificial Synaptic Device Based Machine Learning Model

Author(s): Yildiran Yilmaz, Fatih Gul

Pages: 3233 - 3243

4) Incomplete Data Transfer Calibration Classification

Author(s): Hongpeng Tian, Zuowei Zhang, Weiping Ding

Pages: 3244 - 3256

5) Artificial Bee Colony for Multi-Label Feature Selection: A Logic-Guided Approach With Correlation-Driven Refinement

Author(s): Emrah Hancer, Bing Xue, Mengjie Zhang

Pages: 3257 - 3270

6) VFFG: Verifiable Privacy-Enhanced Federated Fine-Tuning for GPT Service

Author(s): Mingyun Bian, Yanli Ren, Guanghui He, Guorui Feng, Xinpeng Zhang

Pages: 3271 - 3285

7) Quaternion Dendritic Neuron Model for Multivariate Financial Time Series Prediction

Author(s): Qianrui Yu, Zihang Zhang, Ziqian Wang, Haotian Li, Zhenyu Lei, Shangce Gao

Pages: 3286 - 3297

8) STMemAE: An Instance-Level Based Spatio-Temporal Memory Autoencoder for Unsupervised Vision-Based Seizure Detection

Author(s): Dinghan Hu, Kai Wu, Yuan Fang, Tiejia Jiang, Feng Gao, Jiuwen Cao

Pages: 3298 - 3310

9) Embedding Guarantor: Knowledge-Enhanced Graph Learning for New Item Cold-Start Recommendation

Author(s): Zhipeng Zhang, Youfu Zhu, Mianxiong Dong, Kaoru Ota, Yao Zhang, Yonggong Ren

Pages: 3311 - 3324

10) Dataset Purification-Driven Lightweight Deep Learning Model Construction for Empty-Dish Recycling Robot

Author(s): Yifei Ge, Zhuo Li, Xuebin Yue, Hengyi Li, Lin Meng

Pages: 3325 - 3340

11) Progressive Feature Enhancement Network for Surface Defect Segmentation

Author(s): Feng Yan, Xiaoheng Jiang, Yunxia Zhang, Yang Lu, Xiaofei Nan, Shuo He, Mingliang Xu

Pages: 3341 - 3351

12) Enhanced Protein Secondary Structure Prediction Through Multi-View Multi-Feature Evolutionary Deep Fusion Method

Author(s): Yining Qian, Lijie Su, Meiling Xu, Lixin Tang

Pages: 3352 - 3363

13) Judge Like a Real Doctor: Dual Teacher Sample Consistency Framework for Semi-Supervised Medical Image Classification

Author(s): Qixiang Zhang, Yuxiang Yang, Chen Zu, Jianjia Zhang, Xi Wu, Jiliu Zhou, Yan Wang

Pages: 3364 - 3375

14) Toward Efficient Self-Motion-Based Memory Representation for Visuomotor Navigation of Embodied Robot

Author(s): Qiming Liu, Haoran Xin, Zhe Liu, Hesheng Wang

Pages: 3376 - 3385

15) Multi-Directional Pixel Array Computation for Efficient Pupil Localization in Gaze Estimation

Author(s): Zhonghe Ren, Fengzhou Fang, Rui Niu, Mingyuan Li

Pages: 3386 - 3398

16) SMC-Searcher: Signal Mediated Coordination for Decentralized Multi-Robot Adversarial Moving Target Search

Author(s): Qihang Peng, Hongliang Guo, Boyang Li, Chih-Yung Wen, Yaochu Jin

Pages: 3399 - 3412

17) Learning From Demonstrations: A Computationally Efficient Inverse Reinforcement Learning Approach With Simplified Implementation

Author(s): Yanbin Lin, Zhen Ni, Xiangnan Zhong

Pages: 3413 - 3425

18) SynFlowFL: A Dynamic Synaptic Flow Framework for Efficient, Personalized Federated Learning

Author(s): Dongdong Li, Weiwei Lin, Wentai Wu, Haotong Zhang, XiuMin Wang

Pages: 3426 - 3440

19) Self-Supervised Learning for Activity Recognition Based on Datasets With Imbalanced Classes

Author(s): Rebeen Ali Hamad, Wai Lok Woo, Bo Wei, Longzhi Yang

Pages: 3441 - 3454

20) Uncertainty Driven Adaptive Self-Knowledge Distillation for Medical Image Segmentation

Author(s): Xutao Guo, Mengqi Wang, Yang Xiang, Yanwu Yang, Chenfei Ye, Haijun Wang, Ting Ma

Pages: 3455 - 3468

21) Complex-Order Quantum-Behaved Particle Swarm Optimization With Double Jump-Out Strategy

Author(s): Liping Chen, Xiaobo Wu, António M. Lopes, Da Wang, Panpan Gu, Min Zhu, YangQuan Chen

Pages: 3469 - 3487

22) Rethinking Image Forgery Detection and Localization via Regression Perspective

Author(s): Li Zhang, Dong Li, Yan Zhong, Jiaying Zhu, Rujing Wang, Xingyu Wu, Xue Wang, Liu Liu

Pages: 3488 - 3500

23) NetPlacer+: Model Parallelism Based on Load Balance in Distributed Deep Learning

Author(s): Yunqi Gao, Zechao Zhang, Bing Hu, Mahdi Boloursaz Mashhadi, A-Long Jin, Pei Xiao

Pages: 3501 - 3517

24) AE-Net: Appearance-Enriched Neural Network With Foreground Enhancement for Person Re-Identification

Author(s): Shangdong Zhu, Yunzhou Zhang, Yixiu Liu, Yu Feng, Sonya Coleman, Dermot Kerr

Pages: 3518 - 3532

25) VFL+: Low-Coupling Vertical Federated Learning With Privileged Information Paradigm

Author(s): Wei Dai, Teng Cui, Tong Zhang, Badong Chen

Pages: 3533 - 3547

26) Latent Object Embedding for Self-Supervised Monocular Depth Estimation

Author(s): Shuai Wang, Ting Yu, Shan Pan, Wei Chen, Zehua Wang, Victor C. M. Leung, Zijian Tian

Pages: 3548 - 3559

27) TUCA-HER: An Improved HER for Robot Manipulation Skill Learning via Trajectory Utility and Conservative Advantage

Author(s): Peiliang Wu, Zhaoqi Wang, Yao Li, Wenbai Chen, Guowei Gao

Pages: 3560 - 3571

28) Efficient Weight Pruning for Optical Neural Networks: When Pruned Weights are Non-Zeros

Author(s): Shuo Zhao, Kun Wu, Xin Li, Ying-Chi Chen

Pages: 3572 - 3581

29) Learning Error Refinement in Stochastic Gradient Descent-Based Latent Factor Analysis via Diversified PID Controllers

Author(s): Jinli Li, Ye Yuan, Xin Luo

Pages: 3582 - 3597

30) AdptGL-CA: Adaptive Global-Local Metric Fusion With Contrastive Attention for Few-Shot Learning

Author(s): Zhiying Song, Pengfei Wang, Xiaokang Wang, Nenggan Zheng

Pages: 3598 - 3613

31) Learning Inter and Intra Class Variation With Deep Frequency Factorization Network for Face Anti-Spoofing

Author(s): Weihua Liu, Qiuyu Li, Yiming Luo, Yushan Pan, Weiping Ding, Hao Wang

Pages: 3614 - 3625

32) SCGAN: Sampling and Clustering-Based Neural Architecture Search for GANs

Author(s): Qingling Zhu, Yeming Yang, Songbai Liu, Qiuzhen Lin, Kay Chen Tan

Pages: 3626 - 3637

33) Smart Energy Hub Frequency Control-Based Machine Learning

Author(s): Burak Yildirim, Meysam Gheisarnejad, Mohammad Hassan Khooban

Pages: 3638 - 3649

34) The Goldilocks Principle: Achieving Just Right Boundary Fidelity for Long-Tailed Classification

Author(s): Faizanuddin Ansari, Abhranta Panigrahi, Swagatam Das

Pages: 3650 - 3664

35) Improving Exploration in Deep Reinforcement Learning for Incomplete Information Competition Environments

Author(s): Jie Lin, Yuhao Ye, Shaobo Li, Hanlin Zhang, Peng Zhao

Pages: 3665 - 3676

36) SG-GAN: Fine Stereoscopic-Aware Generation for 3D Brain Point Cloud Up-Sampling From a Single Image

Author(s): Bowen Hu, Weiheng Yao, Sibo Qiao, Hieu Pham, Shuqiang Wang, Michael Kwok-Po Ng

Pages: 3677 - 3689

37) AutoOpt: A General Framework for Automatically Designing Metaheuristic Optimization Algorithms With Diverse Structures

Author(s): Qi Zhao, Bai Yan, Taiwei Hu, Xianglong Chen, Jian Yang, Shi Cheng, Yuhui Shi

Pages: 3690 - 3703

38) Chance-Constrained Abnormal Data Cleaning for Robust Classification With Noisy Labels

Author(s): Xun Shen, Zhaojie Luo, Yuanchao Li, Tinghui Ouyang, Yuhu Wu

Pages: 3704 - 3711

39) Motion Expressions Guided Video Segmentation via Effective Motion Information Mining

Author(s): Ge Li, Hanqing Sun, Aiping Yang, Jiale Cao, Yanwei Pang

Pages: 3712 - 3718

40) Contrastive Learning-Based Agent Modeling for Deep Reinforcement Learning

Author(s): Wenhao Ma, Yu-Chen Chang, Jie Yang, Yu-Kai Wang, Chin-Teng Lin

Pages: 3719 - 3726

IEEE Transactions on Evolutionary Computation, Volume 29, Issue 5, October 2025

 1) Guest Editorial Evolutionary Dynamic Optimization

Author(s): Danial Yazdani, Wenjian Luo, Shengxiang Yang

Pages: 1458 - 1462

2) How Do Dynamic Events Change the Fitness Landscape of Traveling Salesman Problems?

Author(s): Hao Tong, Miqing Li, Jialin Liu, Xin Yao

Pages: 1463 - 1474

3) Historical Information-Assisted Dynamic Response Integration and Adaptive Niche Methods for Dynamic Multimodal Optimization

Author(s): Kunjie Yu, Xuyang Zhang, Dezheng Zhang, Jing Liang, Yumeng Li, Heshan Wang, Ke Chen, Caitong Yue

Pages: 1475 - 1489

4) Dynamic Cascaded Flow-Shop Scheduling Using an Evolutionary Greedy Algorithm

Author(s): Qiu-Ying Li, Quan-Ke Pan, Ling Wang, Liang Gao, Wei-Min Li

Pages: 1490 - 1501

5) Optimizing Dynamic Flexible Job Shop Scheduling Using an Evolutionary Multitask Optimization Framework and Genetic Programming

Author(s): Xiaolong Chen, Junqing Li, Zunxun Wang, Qingda Chen, Kaizhou Gao, Quanke Pan

Pages: 1502 - 1516

6) Knowledge Transfer With Mixture Model in Dynamic Multiobjective Optimization

Author(s): Juan Zou, Zhanglu Hou, Shouyong Jiang, Shengxiang Yang, Gan Ruan, Yizhang Xia, Yuan Liu

Pages: 1517 - 1530

7) Coping With a Severely Changing Number of Objectives in Dynamic Multiobjective Optimization

Author(s): Gan Ruan, Zhanglu Hou, Xin Yao

Pages: 1531 - 1545

8) Multisource and Hidden Source-Based Knowledge Transfer for Solving Dynamic Multiobjective Optimization Problems

Author(s): Wei Song, Zhi Liu, Jian Yu, Xiaoyan Sun, Yaochu Jin, Khin Wee Lai

Pages: 1546 - 1560

9) Evolutionary Dynamic Multiobjective Optimization With Learning Across Problems

Author(s): Yuling Xie, Quanwu Zhao, Wei Zhou, Zexuan Zhu

Pages: 1561 - 1574

10) A New Prediction Strategy for Dynamic Multiobjective Optimization Using Diffusion Model

Author(s): Feng Wang, Jinsong Xie, Aimin Zhou, Ke Tang

Pages: 1575 - 1589

11) A Subspace Sparsity-Driven Knowledge Transfer Strategy for Dynamic Constrained Multiobjective Optimization

Author(s): Guoyu Chen, Yinan Guo, Changhe Li, Feng Wang, Dunwei Gong, Liang Yuan

Pages: 1590 - 1603

12) Enhancing Dynamic Constrained Multiobjective Optimization With Multicenters-Based Prediction

Author(s): Quan Gong, Yizhang Xia, Juan Zou, Zhanglu Hou, Yuan Liu

Pages: 1604 - 1618

13) A Dynamic Interval Multiobjective Evolutionary Algorithm Based on Multitask Learning and Inverse Mapping

Author(s): Feimeng Wang, Jing Sun, Xingjia Gan, Dunwei Gong, Gaige Wang, Yongde Guo

Pages: 1619 - 1633

14) Learning-Aided Evolutionary Search and Selection for Scaling-Up Constrained Multiobjective Optimization

Author(s): Songbai Liu, Zeyi Wang, Qiuzhen Lin, Jianqiang Li, Kay Chen Tan

Pages: 1634 - 1648

15) EvoX: A Distributed GPU-Accelerated Framework for Scalable Evolutionary Computation

Author(s): Beichen Huang, Ran Cheng, Zhuozhao Li, Yaochu Jin, Kay Chen Tan

Pages: 1649 - 1662

16) Fast Heterogeneous Multiproblem Surrogates for Transfer Evolutionary Multiobjective Optimization

Author(s): Hao Li, Pu Xiong, Maoguo Gong, A. K. Qin, Yue Wu, Lining Xing

Pages: 1663 - 1677

17) Neural Architecture Search with Progressive Evaluation and Subpopulation Preservation

Author(s): Yu Xue, Jiajie Zha, Danilo Pelusi, Peng Chen, Tao Luo, Liangli Zhen, Yan Wang, Mohamed Wahib

Pages: 1678 - 1691

18) Dual-Tree Genetic Programming with Adaptive Mutation for Dynamic Workflow Scheduling in Cloud Computing

Author(s): Yifan Yang, Gang Chen, Hui Ma, Sven Hartmann, Mengjie Zhang

Pages: 1692 - 1706

19) Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms

Author(s): Pengyi Li, Jianye Hao, Hongyao Tang, Xian Fu, Yan Zheng, Ke Tang

Pages: 1707 - 1728

20) A Multitask-Assisted Evolutionary Algorithm for Constrained Multimodal Multiobjective Optimization

Author(s): Tianzi Zheng, Jianchang Liu, Yaochu Jin, Yuanchao Liu

Pages: 1729 - 1744

21) Evolving Equation Learner for Symbolic Regression

Author(s): Junlan Dong, Jinghui Zhong, Wei-Li Liu, Jun Zhang

Pages: 1745 - 1759

22) Community Opinion Maximization in Social Networks

Author(s): Yilu Liu, Qingfu Zhang, Zhenkun Wang

Pages: 1760 - 1773

23) Using the Empirical Attainment Function for Analyzing Single-Objective Black-Box Optimization Algorithms

Author(s): Manuel López-Ibáñez, Diederick Vermetten, Johann Dreo, Carola Doerr

Pages: 1774 - 1782

24) Exact and Deep Q-Network Assisted Swarm Intelligence Methods for Scheduling Multiobjective Heterogeneous Unmanned Surface Vehicles

Author(s): Hui Yu, Kaizhou Gao, Zhenfang Ma, Ling Wang

Pages: 1783 - 1794

25) A Learning-Assisted Bi-Population Evolutionary Algorithm for Distributed Flexible Job-Shop Scheduling With Maintenance Decisions

Author(s): Qi Yan, Hongfeng Wang, Shengxiang Yang

Pages: 1795 - 1806

26) On a Population Sizing Model for Evolution Strategies in Multimodal Landscapes

Author(s): Lisa Schönenberger, Hans-Georg Beyer

Pages: 1807 - 1819

27) Dynamic Multiobjective Optimization Algorithm Guided by Recurrent Neural Network

Author(s): Yaru Hu, Junwei Ou, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Rui Wang, Jinhua Zheng, Juan Zou, Yanjie Song

Pages: 1820 - 1833

28) Learning to Evolve With Guiding Solutions Generated by Generative Adversarial Network

Author(s): Hongwei Ge, Zhi Zheng, Yaqing Hou, Xia Wang, Hisao Ishibuchi

Pages: 1834 - 1848

29) Probe Population-Based Initialization and Genetic Pool-Based Reproduction for Evolutionary Bi-Objective Feature Selection

Author(s): Hang Xu, Bing Xue, Mengjie Zhang

Pages: 1849 - 1863

30) The Runtime of Randomized Local Search on the generalized Needle problem

Author(s): Benjamin Doerr, Andrew Kelley

Pages: 1864 - 1872

31) Many-to-Few Decomposition: Linking R2-Based and Decomposition-Based Multiobjective Efficient Global Optimization Algorithms

Author(s): Liang Zhao, Xiaobin Huang, Chao Qian, Qingfu Zhang

Pages: 1873 - 1887

32) A Streaming Feature Selection Method Based on Dynamic Feature Clustering and Particle Swarm Optimization

Author(s): Xianfang Song, Hao Ma, Yong Zhang, Dunwei Gong, Yinan Guo, Ying Hu

Pages: 1888 - 1902

33) Knee Detection in Bayesian Multiobjective Optimization Using Thompson Sampling

Author(s): Arash Heidari, Jixiang Qing, Sebastian Rojas Gonzalez, Juergen Branke, Tom Dhaene, Ivo Couckuyt

Pages: 1903 - 1912

34) A Simple Yet Effective Greedy Evolutionary Strategy for RNA Design

Author(s): Nuria Lozano-García, Álvaro Rubio-Largo, José Maria Granado-Criado

Pages: 1913 - 1923

35) A Memetic Algorithm for Vehicle Routing With Simultaneous Pickup and Delivery and Time Windows

Author(s): Zhenyu Lei, Jin-Kao Hao

Pages: 1924 - 1936

36) An Adaptive Multistrategy Algorithm Based on Extent of Environmental Change for Dynamic Multiobjective Optimization

Author(s): Yong Wang, Kuichao Li, Gai-Ge Wang

Pages: 1937 - 1951

37) Transfer Task-Averaged Natural Gradient for Efficient Many-Task Optimization

Author(s): Yanchi Li, Wenyin Gong, Qiong Gu

Pages: 1952 - 1965

38) Exact Calculation of Inverted Generational Distance

Author(s): Zihan Wang, Chunyun Xiao, Aimin Zhou

Pages: 1966 - 1975

39) Theoretical Analysis of Explicit Averaging and Novel Sign Averaging in Comparison-Based Search

Author(s): Daiki Morinaga, Youhei Akimoto

Pages: 1976 - 1989

40) Spatial-Temporal Knowledge Transfer for Dynamic Constrained Multiobjective Optimization

Author(s): Zhenzhong Wang, Dejun Xu, Min Jiang, Kay Chen Tan

Pages: 1990 - 2003

41) Automated Metaheuristic Algorithm Design With Autoregressive Learning

Author(s): Qi Zhao, Tengfei Liu, Bai Yan, Qiqi Duan, Jian Yang, Yuhui Shi

Pages: 2004 - 2018

42) Finding ϵ-Locally Optimal Solutions for Multiobjective Multimodal Optimization

Author(s): Angel E. Rodriguez-Fernandez, Lennart Schäpermeier, Carlos Hernández, Pascal Kerschke, Heike Trautmann, Oliver Schütze

Pages: 2019 - 2031

43) An Automated and Interpretable Computer-Aided Approach for Skin Cancer Diagnosis Using Genetic Programming

Author(s): Kunjie Yu, Jintao Lian, Ying Bi, Jing Liang, Bing Xue, Mengjie Zhang

Pages: 2032 - 2046

44) A Diversity-Enhanced Tri-Stage Framework for Constrained Multiobjective Optimization

Author(s): Yubo Wang, Chengyu Hu, Fei Ming, Yanchi Li, Wenyin Gong, Liang Gao

Pages: 2047 - 2061

45) Quantum Acceleration of Black-Box Pseudo-Boolean Optimization Algorithms

Author(s): Adetunji David Ajimakin, V. Susheela Devi

Pages: 2062 - 2073

46) Multiobjective Many-Tasking Evolutionary Optimization Using Diversified Gaussian-Based Knowledge Transfer

Author(s): Qiuzhen Lin, Qianhui Wang, Baihao Chen, Yulong Ye, Lijia Ma, Kay Chen Tan

Pages: 2074 - 2088

47) Nearest-Better Network for Fitness Landscape Analysis of Continuous Optimization Problems

Author(s): Yiya Diao, Changhe Li, Sanyou Zeng, Shengxiang Yang, Carlos A. Coello Coello

Pages: 2089 - 2103

48) A Newton Method for Hausdorff Approximations of the Pareto Front Within Multiobjective Evolutionary Algorithms

Author(s): Hao Wang, Angel E. Rodriguez-Fernandez, Lourdes Uribe, André Deutz, Oziel Cortés-Piña, Oliver Schütze

Pages: 2104 - 2115

49) Multisource Knowledge Fusion Based on Graph Attention Networks for Many-Task Optimization

Author(s): Yang-Tao Dai, Xiao-Fang Liu, Yongchun Fang, Zhi-Hui Zhan, Jun Zhang

Pages: 2116 - 2130

50) An Efficient Data-Driven Framework for Detecting Infeasible Solutions in Multiobjective Evolutionary Bilevel Optimization

Author(s): Jesús-Adolfo Mejía-de-Dios, Alejandro Rodríguez-Molina, Efrén Mezura-Montes

Pages: 2131 - 2144

51) Efficient Large-Scale Expensive Optimization via Surrogate-Assisted Subproblem Selection

Author(s): Kaili Zhao, Xilu Wang, Chaoli Sun, Yaochu Jin, Asad Hayat

Pages: 2145 - 2157

52) Symbolic Regression-Assisted Offline Data-Driven Evolutionary Computation

Author(s): Yu-Hong Sun, Ting Huang, Jing-Hui Zhong, Jun Zhang, Yue-Jiao Gong

Pages: 2158 - 2172

53) A Genetic Algorithm Based on Deep Q-Learning in Optimization of Remote Sensing Data Discretization

Author(s): Qiong Chen, Weiping Ding

Pages: 2173 - 2187

54) Moral Preferences Co-Evolve With Cooperation in Networked Populations

Author(s): Hui Wei, Xiandong Pu, Jianlei Zhang, Chunyan Zhang, Ming Cao

Pages: 2188 - 2197

55) Pareto Optimization for Fair Subset Selection: A Case Study on Personalized Recommendation

Author(s): Lei Zhang, Zhanpeng Wang, Haipeng Yang, Xiang Sun, Fan Cheng

Pages: 2198 - 2212

56) Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems

Author(s): Ryan Zhou, Jaume Bacardit, Alexander Edward Ian Brownlee, Stefano Cagnoni, Martin Fyvie, Giovanni Iacca, John McCall, Niki van Stein, David Walker, Ting Hu

Pages: 2213 - 2228

57) Heterogeneous Multiagent Zero-Shot Coordination by Coevolution

Author(s): Ke Xue, Yutong Wang, Cong Guan, Lei Yuan, Haobo Fu, Qiang Fu, Chao Qian, Yang Yu

Pages: 2229 - 2243

58) A Large-Scale Multiobjective Evolutionary Quantile Estimation Model for Wind Power Probabilistic Forecasting

Author(s): Jianhua Zhu, Yaoyao He

Pages: 2244 - 2257

59) Brain-Inspired Multiscale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks

Author(s): Wenxuan Pan, Feifei Zhao, Guobin Shen, Bing Han, Yi Zeng

Pages: 2258 - 2270

IEEE Transactions on Cognitive and Developmental Systems, Volume 17, Issue 5, October 2025

1) Guest Editorial: Special Issue on Embodied AI in Indoor Robotics: Bridging Perception, Interaction, and Autonomy

Author(s): Yaran Chen, Chengguang Yang, Chaomin Luo, Dongbin Zhao

Pages: 1047 - 1049

2) Where To Learn: Embodied Perception Learning Planned by Vision-Language Models

Author(s): Juan Wang, Di Guo, Huaping Liu

Pages: 1050 - 1060

3) CS-SLAM: A Lightweight Semantic SLAM Method for Dynamic Scenarios

Author(s): Zhendong Guo, Na Dong, Zehui Zhang, Xiaoming Mai, Donghui Li

Pages: 1061 - 1073

4) Multimodal Perception for Indoor Mobile Robotics Navigation and Safe Manipulation

Author(s): Yinlong Zhang, Yuanhao Liu, Shuai Liu, Wei Liang, Chu Wang, Kai Wang

Pages: 1074 - 1086

5) Human–Robot Sharing Operation in Cotransporting for Nonholonomic Mobile Robot

Author(s): Nan Feng, Xiong Guo, Xinbo Yu, Shuang Zhang, Wei He

Pages: 1087 - 1097

6) Two Heads Are Better Than One: Collaboration-Oriented Multiagent Exploration System

Author(s): Yang Liu, Peng Zhang, Hangyou Yu, Pingping Zhang, Jie Zhao, Dong Wang, Huchuan Lu

Pages: 1098 - 1109

7) Efficient Multitask Reinforcement Learning via Task-Specific Action Correction

Author(s): Jinyuan Feng, Min Chen, Zhiqiang Pu, Tenghai Qiu, Jianqiang Yi, Jie Zhang

Pages: 1110 - 1124

8) A Bio-Inspired Goal-Directed Cognitive Map Model for Robot Navigation and Exploration

Author(s): Matthew A. Hicks, Tingjun Lei, Chaomin Luo, Daniel W. Carruth, Zhuming Bi

Pages: 1125 - 1140

9) AutoSkill: Hierarchical Open-Ended Skill Acquisition for Long-Horizon Manipulation Tasks via Language-Modulated Rewards

Author(s): Zhenyang Lin, Yurou Chen, Zhiyong Liu

Pages: 1141 - 1152

10) NuRF: Nudging the Particle Filter in Radiance Fields for Robot Visual Localization

Author(s): Wugang Meng, Tianfu Wu, Huan Yin, Fumin Zhang

Pages: 1153 - 1162

11) RoboGPT: An LLM-Based Long-Term Decision-Making Embodied Agent for Instruction Following Tasks

Author(s): Yaran Chen, Wenbo Cui, Yuanwen Chen, Mining Tan, Xinyao Zhang, Jinrui Liu, Haoran Li, Dongbin Zhao, He Wang

Pages: 1163 - 1174

12) A Marr-Inspired Framework for Raising “Good” Robots

Author(s): Sarah Hamburg, Alejandro Jimenez-Rodriguez, Aung Htet, Alessandro Di Nuovo

Pages: 1175 - 1185

13) Memristor-Based Circuit of Sequential Associative Memory With Memory Interactions and Stimulus Similarity Effect

Author(s): Dongdong Xiong, Xiaoping Wang, Yiming Jiang, Chao Yang, Man Jiang, Jingang Lai, Zhigang Zeng

Pages: 1186 - 1198

14) Barrier Offset Varying-Parameter Dynamic Learning Network for Solving Dual-Arms Human-Like Behavior Generation

Author(s): Zhijun Zhang, Mingyang Zhang, Jinjia Guo, Haotian He

Pages: 1199 - 1211

15) Distributional Latent Variable Models With an Application in Active Cognitive Testing

Author(s): Robert Kasumba, Dom C.P. Marticorena, Anja Pahor, Geetha Ramani, Imani Goffney, Susanne M. Jaeggi, Aaron R. Seitz, Jacob R. Gardner, Dennis L. Barbour

Pages: 1212 - 1222

16) An Improved Dual Neural Network Method Based on Levy Flight for Multirobot Cooperative Area Coverage Search in 3-D Unknown Environments

Author(s): Fangfang Zhang, Yongqi Wang, Wenhao Wang, Jianbin Xin, Jinzhu Peng, Yaonan Wang

Pages: 1223 - 1234

17) Variability in Sensory Event-Related Potential as an Early Marker of Cognitive Impairment

Author(s): Joel Eyamu, Wuon-Shik Kim, Kahye Kim, Kun Ho Lee, Jaeuk U. Kim

Pages: 1235 - 1244

18) Cross-Subject and Cross-Session EEG Emotion Recognition Based on Multisource Structural Deep Clustering

Author(s): Yiyuan Chen, Xiaodong Xu, Xiaowei Qin

Pages: 1245 - 1259

19) Foundational Policy Acquisition via Multitask Learning for Motor Skill Generation

Author(s): Satoshi Yamamori, Jun Morimoto

Pages: 1260 - 1271

20) Emotional Intelligence: Abstract Cognition Innovation in Artificial General Intelligence Systems

Author(s): Xiang Li, Yongming Li, Luyao Bai, Jingyi Zhao

Pages: 1272 - 1285

21) An Encoder–Decoder Model Based on Spiking Neural Networks for Address Event Representation Object Recognition

Author(s): Sichun Du, Haodi Zhu, Yang Zhang, Qinghui Hong

Pages: 1286 - 1300

22) Alteration of Functional Brain Networks During Lower Limb Movement in Parkinson's Disease Patients With Freezing of Gait

Author(s): Jingting Liang, Xiangguo Yin, Mingxing Lin, Shuqin Wang, Aiqin Song, Wen Chen

Pages: 1301 - 1309

23) SIR-HCL: Semantic-Inconsistency Reasoning and Hybrid Contrastive Learning for Efficient Cross-Emotion Anomaly Detection

Author(s): Xin Liu, Qiyan Chen, Yiu-ming Cheung, Shu-Juan Peng

Pages: 1310 - 1322

24) Multimodal Discriminative Network for Emotion Recognition Across Individuals

Author(s): Minxu Liu, Donghai Guan, Chuhang Zheng, Qi Zhu

Pages: 1323 - 1335

IEEE Transactions on Artificial Intelligence, Volume 6, Issue 10, October 2025

1) Recommender Systems Based on Nonnegative Matrix Factorization: A Survey

Author(s): Sajad Ahmadian, Kamal Berahmand, Mehrdad Rostami, Saman Forouzandeh, Parham Moradi, Mahdi Jalili

Pages: 2554 - 2574

2) GradCFA: A Hybrid Gradient-Based Counterfactual and Feature Attribution Explanation Algorithm for Local Interpretation of Neural Networks

Author(s): Jacob Sanderson, Hua Mao, Wai Lok Woo

Pages: 2575 - 2587

3) CenFormer: Transformer-Based Network From Centroid Generation for Point Cloud Completion

Author(s): Tran Thanh Phong Nguyen, Son Lam Phung, Vinod Gopaldasani, Jane Whitelaw, Hoang Thanh Le, Abdesselam Bouzerdoum

Pages: 2588 - 2602

4) Dynamic Broad Metric Learning

Author(s): Xiaoman Hu, C. L. Philip Chen, Tong Zhang

Pages: 2603 - 2617

5) ShadowMaskFormer: Mask Augmented Patch Embedding for Shadow Removal

Author(s): Zhuohao Li, Guoyang Xie, Guannan Jiang, Zhichao Lu

Pages: 2618 - 2629

6) Design of an Ultra-Thin Metamaterial Absorber With Machine Learning-Assisted Absorption Prediction

Author(s): Md. Jakir Hossain, Nafisa Mubashsara, Riasat Khan, Mohammad Abdul Matin, Panagiotis Sarigiannidis, Sotirios K. Goudos

Pages: 2630 - 2644

7) Active Gradient Manipulation for Privacy Breaching in Vertical Federated Learning

Author(s): Tre’ R. Jeter, Minh N. Vu, Raed Alharbi, Jung Taek Seo, My T. Thai

Pages: 2645 - 2655

8) Distributed Fixed-Time Algorithms for Time-Varying Constrained Optimization Problems

Author(s): Xing He, Yue Li, Meng Zhang, Tingwen Huang

Pages: 2656 - 2668

9) TSTNet: Temporal Semantic Transformer-Based Computing Power Network for Automatic Driving in the Internet of Vehicles

Author(s): Tiankuo Yu, Hui Yang, Qiuyan Yao, Zhiwei Wang, Jie Zhang, Athanasios V. Vasilakos, Mohamed Cheriet

Pages: 2669 - 2684

10) Mobile Network Traffic Prediction Using Temporal Fusion Transformer

Author(s): Georgios Kougioumtzidis, Vladimir K. Poulkov, Pavlos I. Lazaridis, Zaharias D. Zaharis

Pages: 2685 - 2699

11) Advancements in Image Interpretation: Self-Supervised Learning of Object Structures for Enhanced Classification and Segmentation

Author(s): Hung-Min Sun, Chao-Yen Chung, Zong-Han Lin, Qi-Xian Huang

Pages: 2700 - 2711

12) Generalization Error Bounds for Graph Neural Networks in Unseen Domains

Author(s): Peiyao Wang, Liang Bai, Xian Yang, Xi Wang, Jiye Liang

Pages: 2712 - 2721

13) GPA: Grover Policy Agent for Generating Optimal Quantum Sensor Circuits

Author(s): Ahmad Alomari, Sathish A. P. Kumar

Pages: 2722 - 2731

14) iLeAD: An EMG-Based Adaptive Shared Control Framework for Exoskeleton Assistance via Deep Reinforcement Learning

Author(s): Masoud Karimi, Mojtaba Ahmadi

Pages: 2732 - 2743

15) A Cervical Cell Classification Framework Based on Multiview Supervised Contrastive Learning

Author(s): Ming Fang, Jin Liu, Francis Bui, Bo Liao, Xiujuan Lei, Fang-Xiang Wu

Pages: 2744 - 2753

16) Resource-Efficient CNN Based Atrial Fibrillation Detection Using P-Wave and RR Interval Features for Edge-AI Cardiac Health Monitoring Devices

Author(s): Nabasmita Phukan, M. Sabarimalai Manikandan, Ram Bilas Pachori

Pages: 2754 - 2765

17) Deep-Learning-Based Dual Denoising Algorithm for Shielding-Free Magnetic Resonance Imaging

Author(s): Yang Hu, Yiman Huang, Shuxian Qu, Yushu Xie, Yanwen Fang, Xiaotong Zhang

Pages: 2766 - 2776

18) Understanding Connection Between PMP and HJB Equations from the Perspective of Hamilton Dynamics

Author(s): Xiangteng Zhang, Yao Lyu, Shengbo Eben Li, Jingliang Duan, Guojian Zhan, Chang Liu, Bo Cheng, Keqiang Li

Pages: 2777 - 2787

19) Fuzzy Logic Strikes Back: Fuzzy ODEs for Dynamic Modeling and Uncertainty Quantification

Author(s): Yusuf Güven, Tufan Kumbasar

Pages: 2788 - 2797

20) MLCNN-LSTM-COV: A Multilabel Convolutional Neural Network and Long Short-Term Memory-Based Framework for Predicting Adverse COVID Drug Reactions

Author(s): Pranab Das, Dilwar Hussain Mazumder

Pages: 2798 - 2809

21) Metalearning Based Adaptive Compact Modeling Framework for Advanced Transistors Across Technology Nodes

Author(s): Srishti Parandiyal, Abhishek Kumar, M. Ehteshamuddin, Anamika Singh, Kumar Sheelvardhan, Samrat Ray, Abhishek Somani, Sourajeet Roy, Avirup Dasgupta

Pages: 2810 - 2818

22) Adaptive Perception for Unified Visual Multimodal Object Tracking

Author(s): Xiantao Hu, Bineng Zhong, Qihua Liang, Liangtao Shi, Zhiyi Mo, Ying Tai, Jian Yang

Pages: 2819 - 2829

23) A Deterministic–Probabilistic Approach to Neural Network Pruning

Author(s): Soumyadipta Banerjee, Jiaul H. Paik

Pages: 2830 - 2839

24) Maximum Margin-Based Activation Clipping for Posttraining Overfitting Mitigation in DNN Classifiers

Author(s): Hang Wang, David J. Miller, George Kesidis

Pages: 2840 - 2847

25) Malicious Clients and Contribution Co-Aware Federated Unlearning

Author(s): Yang Wang, Xue Li, Siguang Chen

Pages: 2848 - 2857

IEEE Transactions on Fuzzy Systems, Volume 33, Issue 10, October 2025

 1) MARSHAL: Multiple-Attribute Regret Theory and Semantically Aware Probabilistic Weights Based Hesitant Linguistic Decision-Making

Author(s): Taniya Seth, Pranab K. Muhuri

Pages: 3381 - 3395

2) PerCIST: A Perceptual Computing-Based Decision Support System for Nonclinical Diagnosis of Diabetes Mellitus

Author(s): Taniya Seth, Priyanka Mehra, Pranab K. Muhuri

Pages: 3396 - 3409

3) USTformer: Transformer Based on Multigranularity Attention for Knowledge Completion Over Uncertain Spatiotemporal Knowledge Graph

Author(s): Xiaowen Zhang, Li Yan, Zongmin Ma

Pages: 3410 - 3419

4) Improved Interval Type-II Fuzzy Broad MPC Method for Furnace Temperature of Municipal Solid Waste Incineration Process

Author(s): Bokang Wang, Jian Tang, Hao Tian, Wen Yu, Junfei Qiao

Pages: 3420 - 3432

5) An Equilibrium Approach to Clustering: Surpassing Fuzzy C-Means on Imbalanced Data

Author(s): Yudong He

Pages: 3433 - 3446

6) Aperiodic Sampling-Based Event-Triggered H∞ Control for Interval Type-2 Fuzzy Systems via a Weakly Constrained Event-Triggered Functional

Author(s): Yun-Fan Liu, Chuan-Ke Zhang, Zhou-Zhou Liu, Xiongbo Wan, Yong He

Pages: 3447 - 3461

7) From Local to Global: A Progressive Collaborative Learning Framework for Multitask TSK Fuzzy System Modeling

Author(s): Zhuangzhuang Zhao, Zhaohong Deng, Chenxi Luo, Kup-Sze Choi, Shitong Wang, Yuxi Ge, Shudong Hu

Pages: 3462 - 3475

8) Dynamic Multiview Classification and Knowledge Fusion: A Fuzzy Concept-Cognitive Learning Perspective

Author(s): Jinbo Wang, Weihua Xu, Qinghua Zhang, Yuhua Qian, Weiping Ding

Pages: 3476 - 3490

9) Incomplete Multilabel Feature Selection via Dynamic Dual-Graph Optimization and Fuzzy Feature Interaction

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

Pages: 3491 - 3503

10) A Noise-Aware Weighted Fuzzy Rough Set Model for Feature Selection

Author(s): Changzhong Wang, Bingxi Deng, Shuang An, Yang Huang

Pages: 3504 - 3514

11) Force Tracking Control of an Integrated Wheel-End Module Under In-Wheel Motor Air-Gap Eccentricity: An Interval Type-II Fuzzy Logic Approach

Author(s): Yufu Liang, Chunyan Wang, Heng Huang, Senhao Zhang, Kunhao Xu, Yulin Ye, Zhongkai Luan, Xiaochuan Zhou, Wanzhong Zhao

Pages: 3515 - 3528

12) Fuzzy Clustering-Based Three-Way Asynchronous Consensus for Identifying Manipulative and Herd Behaviors

Author(s): Jiaxin Zhan, Mingjie Cai, Qingguo Li

Pages: 3529 - 3541

13) Data Transformation-Driven Fuzzy Clustering Neural Network With Layerwise and End-to-End Training

Author(s): Yuntao You, Zhen Wang, Zunwei Fu, Eun-Hu Kim, Hao Huang, Witold Pedrycz

Pages: 3542 - 3556

14) Fuzzy Overlapping Modularity Clustering for Symmetric-Tensor Based Graph

Author(s): Yichen Sun, Chi Man Vong, Shitong Wang

Pages: 3557 - 3569

15) A Novel Fuzzy Concept-Cognitive Learning Model With Attribute Fluctuation and Concept Clustering

Author(s): Xianwei Xin, Haoyuan Yu, Zhanao Xue, Chenyang Wang, Tarik Taleb

Pages: 3570 - 3581

16) Distributed Fuzzy Formation Control of Multi-UAV Systems With Directed Communication Networks

Author(s): Tao Xu, Xiaojian Yi, Guanghui Wen

Pages: 3582 - 3594

17) Intelligent Event Triggered Lane Keeping Security Control for Autonomous Vehicle Under DoS Attacks

Author(s): Fei Ding, Zuoyu Liu, Yafei Wang, Jie Liu, Chongfeng Wei, Anh-Tu Nguyen, Ningsha Wang

Pages: 3595 - 3608

18) A Dynamic Interval Type-2 Fuzzy Stochastic Configuration Network for Nonlinear System Modeling

Author(s): Jian Sun, Kexin Ma, Yan Feng

Pages: 3609 - 3623

19) An Advanced Type-2 Fuzzy Inference for Rapid Convergence in Adaptive Communication Control

Author(s): Yang Lu, Yonggang Liang, Ziyi Bian, Yan Zheng, Wei Xiang

Pages: 3624 - 3636

20) Type-2 Fuzzy Single Hidden Layer Recurrent Neural Adaptive Terminal Super-Twisting Control of Robot Joint

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

Pages: 3637 - 3650

21) On the Convergence of Tanh Fuzzy General Gray Cognitive Maps

Author(s): Xudong Gao, Xiaoguang Gao, Jia Rong, Xiaolei Li, Ni Li, Yifeng Niu, Jun Chen

Pages: 3651 - 3665

22) Fuzzy Actor–Critic Reinforcement Learning for Unmanned Surface Vessels Flexible Tracking Formation Control

Author(s): Renzhi Lu, Bohan Cen, Zhonghui Hu, Feng Zhao, Housheng Su, Lijun Zhu, Hai-Tao Zhang

Pages: 3666 - 3680

23) CS3W-GBG: A Cost-Sensitive Three-Way Granular-Ball Generation Method

Author(s): Jie Yang, Fan Zhao, Guoyin Wang, Witold Pedrycz, Shuyin Xia, Yanmin Liu, Qinghua Zhang

Pages: 3681 - 3694

24) Prescribed-Time Cooperative Control of Multilateral Teleoperation Systems: A Novel Composite Fuzzy Learning-Based Approach

Author(s): Huixin Jiang, Yana Yang, Xinru Feng, Changchun Hua, Junpeng Li

Pages: 3695 - 3706

25) Evidential Reasoning With Divisive Hierarchical Clustering for Multisource Information Fusion

Author(s): Kezhu Zuo, Xinde Li, Le Yu, Kaixuan Wu, Siyuan Li, Yilin Dong, Zhijun Li

Pages: 3707 - 3721

26) Asynchronous Observer Design for Fuzzy Control of Nonlinear Semi-Markov Jump Singularly Perturbed Systems

Author(s): Ziwei Zhang, Shengyuan Xu, Baoyong Zhang, Qian Ma, Deming Yuan

Pages: 3722 - 3735

27) Evolving Gaussian Systems as a Framework for Federated Regression Problems

Author(s): Miha Ožbot, Paulo Vitor Campos Souza, Igor Škrjanc

Pages: 3736 - 3746

28) Game-Theoretic Optimal Fixed-Time Adaptive Control for Fuzzy Mechanical Systems With Prescribed Performance

Author(s): Chao Ma, Kang Huang, Jinchuan Zheng, Hao Sun, Demeng Qian, Ke Shao

Pages: 3747 - 3759

29) Distributed Fuzzy Adaptive Nash Equilibrium Control for Nonlinear MASs Under Unreliable Communication Networks

Author(s): Haodong Zhou, Yongming Li, Shaocheng Tong

Pages: 3760 - 3769

30) FHN: Fuzzy Hashing Network for Medical Image Retrieval

Author(s): Weiping Ding, Linlin Zhou, Wei Zhang, Te Zhang, Zhaohong Deng, Yuanpeng Zhang, Guanjin Wang

Pages: 3770 - 3783

31) Sampling-Fuzzy-Dependent LKF for T-S Fuzzy Systems Under Sampled-Data Control

Author(s): Zhou-Zhou Liu, Li Jin, Yong He

Pages: 3784 - 3794

32) A Novel Relative Density and Nonmembership-Based Intuitionistic Fuzzy Twin SVM for Class Imbalance Learning

Author(s): Yash Arora, S. K. Gupta, Shuaiyong Li

Pages: 3795 - 3807

33) Group Consensus Formation Under Fuzzy Preferences: Addressing Hypocritical Trust and Irrational Confidence

Author(s): Yu Wang, Jianming Zhan

Pages: 3808 - 3822

34) A Fuzzy Adaptive Network With Learnable Parameters for Mixed-Integer Optimization

Author(s): Haoen Huang, Zhigang Zeng

Pages: 3823 - 3834

35) Fuzzy Nonuniform Sampling for Inverse Decision-Making Modeling to Tune Microwave Filters

Author(s): Linwei Guo, Weihua Cao, Wenkai Hu, Wentao Wu, Min Wu

Pages: 3835 - 3847

36) Global Fuzzy Tracking Control for Uncertain High-Order Odd-Rational-Power Systems With Sensor Faults

Author(s): Bosong Wei, Xiaokui Yue, Zongcheng Liu, Xiucai Huang, Zhaohui Dang, Maolong Lv

Pages: 3848 - 3855