IEEE Transactions on Artificial Intelligence, Volume 7, Issue 1, January 2026

1) A Systematic Review on Quantum Machine Learning Applications in Classification

Author(s): Ehsan Mohammadisavadkoohi, Niusha Shafiabady, James Vakilian

Pages: 4 - 21

2) Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence

Author(s): Timothy R. McIntosh, Teo Susnjak, Nalin Arachchilage, Tong Liu, Dan Xu, Paul Watters, Malka N. Halgamuge

Pages: 22 - 39

3) A Review: Recent Advancements in Online Private Mode Multiobject Tracking

Author(s): Shavantrevva Bilakeri, Karunakar A. Kotegar

Pages: 40 - 59

4) A Survey on Deep Learning-Based Chinese Font Style Transfer

Author(s): Zheyong Ren, Yuhan Pan, Jieyan Chen, Lin Zhao, Ming Liao, Xuecheng Qian, Wei Gong

Pages: 60 - 75

5) A Hierarchical Deep Reinforcement Learning Strategy for Collective Pursuit-Evasion Game With Partial Observations

Author(s): Xiaoxiao Wang, Peng Yi, Yiguang Hong

Pages: 76 - 90

6) CORT: Class-Oriented Real-Time Tracking for Embedded Systems

Author(s): Edoardo Cittadini, Alessandro De Siena, Giorgio Buttazzo

Pages: 91 - 102

7) Mitigating Bias in Opportunistic Screening for MACE With Causal Reasoning

Author(s): Jialu Pi, Juan Maria Farina, Chieh-Ju Chao, Chadi Ayoub, Reza Arsanjani, Imon Banerjee

Pages: 103 - 111

8) Evidential Reasoning Rule Learning

Author(s): Zhiguo Zhou, Hui Liu

Pages: 112 - 121

9) Unsupervised Domain Adaptation With Source Data for Estimating Occupancy and Recognizing Activities in Smart Buildings

Author(s): Jawher Dridi, Manar Amayri, Nizar Bouguila

Pages: 122 - 135

10) Derivation of Back-Propagation for Graph Convolutional Networks Using Matrix Calculus and Its Application to Explainable Artificial Intelligence

Author(s): Yen-Che Hsiao, Rongting Yue, Abhishek Dutta

Pages: 136 - 145

11) Role-Based One-Hop Neighborhood Representation for Link Sign Prediction in Signed Directed Networks

Author(s): Zhihong Fang, Shaolin Tan, Qiu Fang, Zhe Li, Qing Gao

Pages: 146 - 156

12) TransHD: Spatial Transformer Features Extraction for HDC Synergetic Learning

Author(s): Eman Hassan, Meriem Bettayeb, Yasmin Halawani, Paul R. Genssler, Huruy Tesfai, Yahya Zweiri, Hussam Amrouch, Leontios J. Hadjileontiadis, Hani Saleh, Baker Mohammad

Pages: 157 - 171

13) An Inversion-Free Fuzzy Zeroing Neural Network Under Adaptive Input Range Fuzzy Scheme: Design, Analysis, and Application

Author(s): Lin Xiao, Dan Wang, Qiuyue Zuo, Haibing Fan, Hang Cai

Pages: 172 - 184

14) Ranking Time-Frequency Contrastive Learning for Multivariate Time Series Classification

Author(s): Jidong Yuan, Lingyin Zhang, Weiqiang Jia, Jia Guo, Haiyang Liu, Jinfeng Wang

Pages: 185 - 194

15) Leveraging Long-Term Multivariate History Representation for Time Series Forecasting

Author(s): Huiliang Zhang, Di Wu, Arnaud Zinflou, Stephane Dellacherie, Mouhamadou Makhtar Dione, Benoit Boulet

Pages: 195 - 209

16) SRLinear: Lightweight Long-Term Time Series Forecasting via Symbolic Regression

Author(s): Hongbo Zhao, Hengzhe Zhang, Chutian Tian, Zhi Wei, Aimin Zhou

Pages: 210 - 224

17) Spatio-Temporal Mamba Dynamic Graph Convolutional Recurrent Network for Traffic Prediction

Author(s): Xiaoyan Zhang, Yongqin Zhang, Xiangfu Meng

Pages: 225 - 238

18) Leveraging Rationality Labels for Explainable Claim Check-Worthiness

Author(s): Megha Sundriyal, Md Shad Akhtar, Tanmoy Chakraborty

Pages: 239 - 249

19) Boosting Time-Series Domain Adaptation via A Time-Frequency Consensus Framework

Author(s): Wenmian Yang, Mohamed Ragab, Min Wu, Sinno Jialin Pan, Guosheng Lin, Weijia Jia, Zhenghua Chen

Pages: 250 - 261

20) Robust Peer-to-Peer Federated Learning With Deep Reinforcement Learning Based Client Selection Against Data Poisoning Attacks

Author(s): Keyvan Kazemi, Mohammad Hossein Badiei, Hamed Kebriaei

Pages: 262 - 271

21) Unveiling the Convergence Dynamics of a Graph Recommender System

Author(s): Adrien Njanko, Danda B. Rawat

Pages: 272 - 284

22) Minimal Neuron Circuits—Part II: Integrators

Author(s): Amr Nabil, T. Nandha Kumar, Haider Abbas F. Almurib

Pages: 285 - 296

23) Nuclei Segmentation Using Multiheaded U-Net and Shearlet-Based Unsharp Masking

Author(s): Shivam Mishra, Amit Vishwakarma, Anil Kumar

Pages: 297 - 307

24) QSVM-QNN: Quantum Support Vector Machine Based Quantum Neural Network Learning Algorithm for Brain–Computer Interfacing Systems

Author(s): Bikash K. Behera, Saif Al-Kuwari, Ahmed Farouk

Pages: 308 - 320

25) Modeling Deep Unfolded Quantum Machine Learning Framework

Author(s): Shanika Iroshi Nanayakkara, Shiva Raj Pokhrel

Pages: 321 - 331

26) COSMIC: A Novel Contextualized Orientation Similarity Metric Incorporating Consistency for NLG Assessment

Author(s): Hadi Al Khansa, Mariette Awad

Pages: 332 - 346

27) IT2-ENFIS: Interval Type-2 Exclusionary Neuro-Fuzzy Inference System, an Attempt Toward Trustworthy Regression Learning

Author(s): Chuan Xue, Jianli Gao, Zhou Gu

Pages: 347 - 361

28) A Novel Multiscale Dynamic Graph Convolutional Network for Traffic Data Cognition

Author(s): Jiyao An, Zhaohui Pu, Qingqin Liu, Lei Zhang, Md Sohel Rana

Pages: 362 - 374

29) Boosting 3-D Point Cloud Registration by Orthogonal Self-Ensemble Learning

Author(s): Mingzhi Yuan, Ao Shen, Yingfan Ma, Jie Du, Qiao Huang, Manning Wang

Pages: 375 - 384

30) MALADY: Multiclass Active Learning With Auction Dynamics on Graphs

Author(s): Gokul Bhusal, Kevin Miller, Ekaterina Merkurjev

Pages: 385 - 398

31) Distributed Generative Model: A Data Synthesizing Framework for Multisource Heterogeneous Data

Author(s): Zuobin Xiong, Wei Li, Yingshu Li, Zhipeng Cai

Pages: 399 - 411

32) ICQ-TransE: LLM-Enhanced Image-Caption-Question Translating Embeddings for Knowledge-Based Visual Question Answering

Author(s): Heng Liu, Boyue Wang, Xiaoyan Li, Yanfeng Sun, Yongli Hu, Baocai Yin

Pages: 412 - 425

33) Causal Disentanglement for Tackling Popularity Bias in Sequential Recommendation

Author(s): An-An Liu, Yadong Zhao, Xin Wen, Rihao Chang, Weizhi Nie

Pages: 426 - 438

34) FG-KD: A Novel Forward Gradient-Based Framework for Teacher Knowledge Augmentation

Author(s): Yang Yang, Chao Wang, Lei Gong, Min Wu, Zhenghua Chen, Xuehai Zhou

Pages: 439 - 454

35) pFedBL: Federated Bayesian Learning With Personalized Prior

Author(s): Xinhui Yu, Arvin Tashakori, Liang Zou, Z. Jane Wang

Pages: 455 - 470

36) Soft Parameter Sharing Model for Cross-Problem Generalization in Vehicle Routing Problems

Author(s): Yang Wang, Ya-Hui Jia, Wei-Neng Chen, Yi Mei

Pages: 471 - 485

37) Contrastive Learning Based Collaborative Modeling of Heterogeneous Data for Few-Shot Fault Diagnosis

Author(s): Kai Zhong, Hengchang Zhu, Xiaoming Zhang, Darong Huang, Min Han

Pages: 486 - 496

38) Deep Variational Autoencoder-Based Parameter Learning of Bayesian Network With Multiple Latent Variables

Author(s): Xinran Wu, Kun Yue, Liang Duan, Hongbo Xie, Huashuai Liu

Pages: 497 - 511

39) NeuroCrypt: A Neuro Symbolic AI Ecosystem for Advanced Cryptographic Data Security and Transmission

Author(s): Tanish Singh Rajpal, Akshit Naithani

Pages: 512 - 521

40) Using Adversarial Training to Improve Uncertainty Quantification

Author(s): Kuan Huang, Meng Xu, Yingfeng Wang

Pages: 522 - 533

41) DIFF-FECG: A Conditional Diffusion-Based Method for Fetal ECG Extraction From Abdominal ECG

Author(s): Zhenqin Chen, Yiwei Lin, Qiong Luo, Jinshan Xu

Pages: 534 - 546

42) Successive Halving Based Online Ensemble Selection for Concept-Drift Adaptation

Author(s): Jobin Wilson, Santanu Chaudhury, Brejesh Lall

Pages: 547 - 561

43) Deep3BPP: Identification of Blood–Brain Barrier Penetrating Peptides Using Word Embedding Feature Extraction Method and CNN-LSTM

Author(s): Md. Ashikur Rahman, Md. Mamun Ali, Kawsar Ahmed, Imran Mahmud, Francis M. Bui, Li Chen, Mohammad Ali Moni

Pages: 562 - 570

44) Reduction of Class Activation Uncertainty With Background Information

Author(s): H. M. Dipu Kabir

Pages: 571 - 585

45) Exploring Topic Trends in COVID-19 Research Literature Using Nonnegative Matrix Factorization

Author(s): Divya Patel, Vansh Parikh, Om Patel, Agam Shah, Bhaskar Chaudhury

Pages: 586 - 595

46) Event-Triggered Quantization-Based Predefined-Time Adaptive Fuzzy Control for Quadrotor Trajectory Tracking

Author(s): Zhimin Zhou, Lin Zhao

Pages: 596 - 605

47) Retraction Notice: Quantum-Assisted Activation for Supervised Learning in Healthcare-Based Intrusion Detection Systems

Author(s): Nikhil Laxminarayana, Nimish Mishra, Prayag Tiwari, Sahil Garg, Bikash K. Behera, Ahmed Farouk

Pages: 606 - 606

IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 1, January 2026

 1) Privacy-Preserving Video Anomaly Detection: A Survey

Author(s): Yang Liu, Siao Liu, Xiaoguang Zhu, Hao Yang, Jielin Li, Juncen Guo, Liangyu Teng, Dingkang Yang, Yan Wang, Jing Liu

Pages: 2 - 21

2) SSPPI: Cross-Modality Enhanced Protein–Protein Interaction Prediction From Sequence and Structure Perspectives

Author(s): Xiangpeng Bi, Wenjian Ma, Huasen Jiang, Weigang Lu, Zhiqiang Wei, Shugang Zhang

Pages: 22 - 36

3) Integrating Clinical Knowledge Graphs and Gradient-Based Neural Systems for Enhanced Melanoma Diagnosis via the Seven-Point Checklist

Author(s): Yuheng Wang, Tianze Yu, Jiayue Cai, Sunil Kalia, Harvey Lui, Z. Jane Wang, Tim K. Lee

Pages: 37 - 51

4) Fine-Grained Audio–Visual Event Localization

Author(s): Baoyu Fan, Lu Liu, Xiaochuan Li, Runze Zhang, Liang Jin, Jin Zhang

Pages: 52 - 66

5) DSPFL: A Deep-Layer Sign Sharing Personalized Federated Learning Scheme for Mitigating Poisoning Attacks

Author(s): Chenhao Xu, Nasrin Sohrabi, Youyang Qu, Hai Dong, Zahir Tari, Xun Yi

Pages: 67 - 81

6) Robust Missing Value Imputation With Proximal Optimal Transport for Low-Quality IIoT Data

Author(s): Hao Wang, Zhichao Chen, Yuan Shen, Hui Zheng, Degui Yang, Dangjun Zhao, Buge Liang

Pages: 82 - 94

7) Multiagent Inductive Policy Optimization

Author(s): Yubo Huang, Xiaowei Zhao

Pages: 95 - 106

8) Efficient High-Dimensional Learning With Adaptive Gaussian RBF Networks

Author(s): Xiaoyu Gao, Xuetao Xie, Jian Wang, Sergey V. Ablameyko, Nikhil R. Pal

Pages: 107 - 121

9) Recurrent Network Expansion for Class Incremental Learning

Author(s): Kai Jiang, Xueru Bai, Feng Zhou

Pages: 122 - 135

10) Contrastive Federated Learning for Graph Anomaly Detection

Author(s): Hui Fang, Yang Gao, Peng Zhang, Sheng Zhou, Hongyang Chen, Jiajun Bu, Haishuai Wang

Pages: 136 - 147

11) Robust PID-Type Iterative Learning Control for Nonlinear Square and Nonsquare Systems

Author(s): Kechao Xu, Bo Meng, Zhen Wang, Xia Huang

Pages: 148 - 160

12) Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning

Author(s): Teresa Salazar, João Gama, Helder Araújo, Pedro Henriques Abreu

Pages: 161 - 175

13) Toward an Effective Action-Region Tracking Framework for Fine-Grained Video Action Recognition

Author(s): Baoli Sun, Yihan Wang, Xinzhu Ma, Zhihui Wang, Kun Lu, Zhiyong Wang

Pages: 176-190

14) Expandable Residual Approximation for Knowledge Distillation

Author(s): Zhaoyi Yan, Binghui Chen, Yunfan Liu, Qixiang Ye

Pages: 191 - 203

15) Long-Tail Class Incremental Learning via Bias Calibration With Application to Continuous Fault Diagnosis

Author(s): Dongyue Chen, Zongxia Xie, Wenlong Yu, Qinghua Hu

Pages: 204 - 218

16) A Decomposition Optimization-Based Multiobjective Reinforcement Learning Algorithm for Obtaining Nonconvex Pareto Fronts

Author(s): Tianyang Li, Ying Meng, Lixin Tang

Pages: 219 - 232

17) Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation

Author(s): Juepeng Zheng, Guowen Li, Yibin Wen, Jinxiao Zhang, Runmin Dong, Haohuan Fu

Pages: 233 - 246

18) Nesterov Accelerated Gradient Tracking With Adam for Distributed Online Optimization

Author(s): Yanxu Su, Qingyang Sheng, Xiasheng Shi, Chaoxu Mu, Changyin Sun

Pages: 247 - 260

19) Virtual Target-Oriented Neural Learning for Robust Optimal Tracking Control of Discrete Strict-Feedback Systems

Author(s): Ying Yan, Huaguang Zhang, Jiayue Sun, Zhongyang Ming

Pages: 261 - 273

20) Incremental Learning for Defect Segmentation With Efficient Transformer Semantic Complement

Author(s): Xiqi Li, Zhifu Huang, Ge Ma, Yu Liu

Pages: 274 - 283

21) Koopman-Driven Linearized Model-Based Offline Planning With Application to Freeway Ramp Metering

Author(s): Tao Zhou, Chuanye Gu, Chee Peng Lim, Jinlong Yuan

Pages: 284 - 298

22) Spatial–Temporal Diffusion Model for Matrix Factorization

Author(s): Chenxi Tian, Wenming Wu, Lingling Li, Xu Liu, Fang Liu, Wenping Ma, Licheng Jiao, Shuyuan Yang

Pages: 299 - 311

23) Bicriteria Policy Optimization for High-Accuracy Reinforcement Learning

Author(s): Guojian Zhan, Xiangteng Zhang, Feihong Zhang, Letian Tao, Shengbo Eben Li

Pages: 312 - 326

24) Adaptive Modality Balanced Online Knowledge Distillation for Brain–Eye–Computer-Based Dim Object Detection

Author(s): Zixing Li, Chao Yan, Zhen Lan, Xiaojia Xiang, Han Zhou, Jun Lai, Dengqing Tang

Pages: 327 - 341

25) Peak-Padding: Clustering by Padding Density Peaks With the Minimum Padding Cost

Author(s): Junyi Guan, Bingbing Jiang, Weiguo Sheng, Yangyang Zhao, Sheng Li, Xiongxiong He

Pages: 342 - 356

26) AMAP: Automatic Multihead Attention Pruning by Similarity-Based Pruning Indicator

Author(s): Eunho Lee, Youngbae Hwang

Pages: 357 - 370

27) Enhancing Reinforcement Learning With Cross-Domain Knowledge Transfer via Seeded Graph Matching

Author(s): Gengzhi Zhang, Liang Feng, Xuefeng Chen, Ke Tang, Kay Chen Tan

Pages: 371 - 385

28) Channelwise Regional Integrate and Multiple Firing Neuron: Improving the Spatiotemporal Learning of Spiking Neural Networks

Author(s): Mincheng Cai, Quan Liu, Kun Chen, Li Ma

Pages: 386 - 400

29) Restoring Noisy Demonstration for Imitation Learning With Diffusion Models

Author(s): Shang-Fu Chen, Co Yong, Shao-Hua Sun

Pages: 401 - 413

30) Time Series Classification Based on Supervised Contrastive Learning and Homoscedastic Uncertainty

Author(s): Tao Zhang, Ke Li, Shaofan Wang

Pages: 414 - 427

31) Distill to Delete: Unlearning in Graph Networks With Knowledge Distillation

Author(s): Yash Sinha, Murari Mandal, Mohan Kankanhalli

Pages: 428 - 437

32) Physics-Guided Time-Interactive-Frequency Network for Cross-Domain Few-Shot Hyperspectral Image Classification

Author(s): Jiaojiao Li, Hailong Wu, Rui Song, Haitao Xu, Yunsong Li, Qian Du

Pages: 438 - 452

33) DMutDE: Dual-View Mutual Distillation Framework for Knowledge Graph Embeddings

Author(s): Ruizhou Liu, Zhe Wu, Yiling Wu, Zongsheng Cao, Qianqian Xu, Qingming Huang

Pages: 453 - 466

34) Theoretical Advances on Stochastic Configuration Networks

Author(s): Xiufeng Yan, Dianhui Wang, Ivan Y. Tyukin

Pages: 467 - 481

35) Robust Fine-Grained Visual Categorization via Cyclical Attention

Author(s): Bin Kang, Dong Liang, Daoyuan Chen, Tianyu Ding, Mingqiang Wei

Pages: 482 - 496

36) A Unified Framework for Matrix Backpropagation

Author(s): Gatien Darley, Stéphane Bonnet

Pages: 497 - 503

IEEE Transactions on Fuzzy Systems, Volume 34, Issue 1, January 2026

1) Angle of Attack Enhanced Trajectory Prediction for Underwater Gliders Based on Fuzzy-Fusion of Inference and Dynamics

Author(s): Wenchuan Zang, Bohan Wang, Hanbin Zhang, Dalei Song, Tingting Guo

Pages: 1 - 13

2) Human-in-the-Loop Time-Varying Formation Control for NMSVs With Communication Links Faults: A Prescribed-Time Fuzzy Controller

Author(s): Teng-Fei Ding, Zi-Heng Yi, Ming-Feng Ge

Pages: 14 - 26

3) More Precise and Faster: Dual-Scale Teleoperation for Manipulator in Large Workspace

Author(s): Pengyu Sun, Weihua Li, Jun Li, Yiqun Liu, Jianfeng Wang, Liang Ding, Chengxu Zhou

Pages: 27 - 40

4) FCGNN: Fuzzy Cognitive Graph Neural Networks With Concept Evolution for Few-Shot Learning

Author(s): Linhua Zou, Dongqing Li, Chengxi Jiang, Yu Wang, Hong Zhao

Pages: 41 - 52

5) PAC-X: Fuzzy Explainable AI for Multiclass Malware Detection

Author(s): Mohd Saqib, Benjamin C. M. Fung, Philippe Charland

Pages: 53 - 64

6) Switched Data-Driven Model Predictive Control for a Class of Unknown Hybrid Fuzzy Systems

Author(s): Bo Li, Ming Liu, Lixian Zhang, Shunzhi Zhang, Guangren Duan, Xibin Cao

Pages: 65 - 75

7) EsurvFusion: An Evidential Multimodal Survival Fusion Model Based on Epistemic Random Fuzzy Sets

Author(s): Ling Huang, Yucheng Xing, Qika Lin, Jinming Duan, Su Ruan, Mengling Feng

Pages: 76 - 88

8) Neural Network-Based Attack-Compensation Control of T–S Fuzzy Systems Against Actuator Attacks With Improved Dynamic Memory-Event-Triggered Scheme

Author(s): Shen Yan, Xinyi Yang

Pages: 89 - 100

9) Three-Way Outlier Detection Based on Shadowed Granular-Balls

Author(s): Jie Yang, Feng Lu, Guoyin Wang, Shuyin Xia, Qinghua Zhang, Yi Liu, Yi Wang, Di Wu

Pages: 101 - 113

10) Manipulability Optimization of Omnidirectional Mobile Redundant Manipulator Considering Obstacle Avoidance With Fuzzy Adaptive Controller

Author(s): Shijun Tang, Yunfeng Hu, Hong Chen

Pages: 114 - 125

11) Fault Diagnosability Evaluation for Nonlinear Networked Control Systems Under Weak Transmission Conditions

Author(s): Wenqing Xu, Dayi Wang, Linlin Li, Zhigang Wu, Fangzhou Fu

Pages: 126 - 137

12) Margin-Aware Fuzzy Rough Feature Selection: Bridging Uncertainty Characterization and Pattern Classification

Author(s): Suping Xu, Lin Shang, Keyu Liu, Hengrong Ju, Xibei Yang, Witold Pedrycz

Pages: 138 - 151

13) Dynamic-Memory Event-Triggered Fuzzy Adaptive Fault-Tolerant Control for Robotic Manipulators: A New Switching Mechanism

Author(s): Huadi Shan, Yulian Jiang, Yanzheng Zhu, Shenquan Wang, José de Jesús Rubio

Pages: 152 - 162

14) Fuzzy Compounded State Observer-Based Finite-Time Preassigned Performance Control for Nonlinear Systems With Asymmetric Time-Varying State Constraints

Author(s): Wei Liu, Zhefan Mei, Wei Tang, Huanyu Zhao, Ju H. Park

Pages: 163 - 173

15) CAE-FCM: Context-Aware Enhanced Fuzzy Cognitive Maps for Interpretable Multivariate Time Series Forecasting

Author(s): Rui Hou, Yao Liu, Jingyu Cao, Xuanting Xie, Jingbo Wang, Qiao Liu

Pages: 174 - 188

16) A Linguistically Interpretable Fuzzy Fault Diagnosis Model: Knowledge Distillation Perspective

Author(s): Meng-Wei Li, Zhen-Sheng Zang, Wei Lu, Witold Pedrycz

Pages: 189 - 203

17) Adaptive Fuzzy Motion Planning Control With Fixed-Time Convergence for Redundant Robots Under Constraints

Author(s): Yang Li, Tonghui Zhang, Jinhui Wu, Dongcheng Ren, Shijie Guo

Pages: 204 - 218

18) A Multimechanism Fuzzy Logic Control Scheme for Autonomous Vehicle System Security: Machine Learning-Supervised Data Compression With Integrated Performance Estimation

Author(s): Xiao Cai, Yanbin Sun, Yao Xin, Kaibo Shi, Huaicheng Yan, Shiping Wen, Zhihong Tian

Pages: 219 - 230

19) Adaptive Fuzzy Predefined-Time Consensus of Switched Multiagent Systems With Input Saturation and Uncertainties

Author(s): Shuang Shi, Zhiheng Dong

Pages: 231 - 242

20) EANFIS: A Self Evolution-ANFIS Framework Integrated With Diffusion Model for Injection Molding Quality Prediction

Author(s): Weijun Sun, Jiakai He, Xiyuan Yang, Chaoye Li, Lei Liu, Guoxu Zhou, Yongjun Cao

Pages: 243 - 253

21) Fuzzy-Based Distributed Optimal Formation Control for Multiple QUAVs With Collision Avoidance

Author(s): Peng Jin, Mingqi Liu, Guopeng Zhou, Yangxizi Liu, Jinhua Huang

Pages: 254 - 262

22) Clustering Based on Transitive Closure of Distance Functions

Author(s): Chang-Jie Zhou, Zi-Kang Liu, Wei Yao

Pages: 263 - 272

23) Second-Order Sliding Mode Optimal Control for Two-Dimensional Systems Under Dynamic Binary Encoding

Author(s): Yucheng Xu, Jun Cheng, Yueying Wang, Shuping He, Leszek Rutkowski

Pages: 273 - 285

24) Enhancing Out-of-Distribution Detection in Transfer Learning Through Intuitionistic Fuzzy Set-Based Prediction

Author(s): Guangzhi Ma, Jie Lu

Pages: 286 - 297

25) Agile and Accurate Formation Control for Uncertain UAV Swarms With Nash Game Optimality via Fuzzy Set Theory

Author(s): Jiawen Dai, Zheshuo Zhang, Bangji Zhang

Pages: 298 - 310

26) A Novel Multigranularity Clustering Algorithm Based on Grid Partition and Fuzzy Quotient Space

Author(s): Xinran Zhou, Qinghua Zhang, Fan Zhao, Yutai Wang, Longjun Yin, Guoyin Wang

Pages: 311 - 323

27) Fuzzy Mixture-of-Experts Aggregation for Organoid Identification With Multiscale State Space Features

Author(s): Xun Deng, Pengwei Hu, Thomas Herget, Feng Tan, Xiaobo Zhu, Jun Zhang, Yu-an Huang, Lun Hu, Zhuhong You, Xin Luo

Pages: 324 - 335

28) Unified Fault-Supervision-Based Performance Fuzzy Recovery Control for Nonlinear Systems With Redundant Actuator Activation

Author(s): Le Wang, Huaguang Zhang, Juan Zhang, Lei Wan

Pages: 336 - 346

Journal Special Issues

Journal special issues with upcoming submission deadlines:

• IEEE Transactions on Cognitive and Developmental Systems: Neuromorphic Computing in the Age of Foundation Models - 31 December 2025
• IEEE Transactions on Emerging Topics in Computational Intelligence: Disentangled Representation Learning for AI Fairness and Model Training - 31 December 2025
• IEEE Transactions on Evolutionary Computation: Special Issue on Learning-assisted Swarm Intelligence and Evolutionary Computation: Theories, Algorithms, and Applications - 31 March 2025
• IEEE Transactions on Emerging Topics in Computational Intelligence: Efficient Deep Learning in Resource-Constrained Environments in Computational Intelligence - 31 July 2025

IEEE Transactions on Games, Volume 17, Issue 4, December 2025

 1) A Survey on the Development of Human-Centered Artificial Agents for Fighting Games

Author(s): Martinho Tavares, João M. Carvalho, Armando J. Pinho

Pages: 839 - 858

2) Rediscovering the Past: Serious Games for Archaeology

Author(s): Vittorio Murtas, Vincenzo Lombardo

Pages: 859 - 872

3) A Comprehensive Review of Multiagent Reinforcement Learning in Video Games

Author(s): Zhengyang Li, Qijin Ji, Xinghong Ling, Quan Liu

Pages: 873 - 892

4) Gamifying Cultural Immersion: Virtual Reality and Mixed Reality in City Heritage

Author(s): Filippo Sanfilippo, Marius Tataru, Minh Tuan Hua, Inge Johan Straumsøy Johansson, Diana Andone

Pages: 893 - 911

5) Combining Tree Search With Value Prediction Models Capable of Estimating Their Uncertainty

Author(s): Maciej Świechowski

Pages: 912 - 922

6) From Generation to Gameplay: Authoring Race Tracks With Repulsive Curves

Author(s): Lasse Henrich, Falko Kötter

Pages: 923 - 932

7) Harnessing Language for Coordination: A Framework and Benchmark for LLM-Driven Multiagent Control

Author(s): Timothée Anne, Noah Syrkis, Meriem Elhosni, Florian Turati, Franck Legendre, Alain Jaquier, Sebastian Risi

Pages: 933 - 943

8) Ten-Scenarios of Tablet-Based Virtual Environment Game for Instrumental Activities of Daily Living in iRBD Patients

Author(s): Jaehwan You, Jiwoong Heo, Jun-Sang Sunwoo, Ki-Young Jung, Kwanguk Kim

Pages: 944 - 953

9) AutoGT: Automatic Generation of Game Trees for Algorithm Benchmarking

Author(s): Jan Karwowski, Maciej Świechowski, Jacek Mańdziuk

Pages: 954 - 964

10) The Game Boy Learning Environment

Author(s): Edoardo Fazzari, Donato Romano, Fabrizio Falchi, Cesare Stefanini

Pages: 965 - 974

11) Exp3.P-Based Autonomous Decision Algorithm Against Nonstationary Opponents With Partially Known Policies

Author(s): Jin Zhu, Chunhui Du, Jiacheng Chen, Lei Huang, Geir E. Dullerud

Pages: 975 - 988

12) PandaSkill—Player Performance and Skill Rating in Esports: Application to League of Legends

Author(s): Maxime De Bois, Flora Parmentier, Raphaël Puget, Matthew Tanti, Jordan Peltier

Pages: 989 - 1002

13) A Modular Framework for Automated Evaluation of Procedural Content Generation in Serious Games With Deep Reinforcement Learning Agents

Author(s): Eleftherios Kalafatis, Konstantinos Mitsis, Konstantia Zarkogianni, Maria Athanasiou, Konstantina Nikita

Pages: 1003 - 1012

14) Novelty in Monte Carlo Tree Search

Author(s): Hendrik Baier, Michael Kaisers

Pages: 1013 - 1023

15) A Novel BS-UCT Algorithm With Deep Reinforcement Learning for the Game EWN

Author(s): Wenzhong Xu, Zhuoxuan Li, Yiding Cao, Xinli Shi, Jinde Cao

Pages: 1024 - 1034

16) Exploring Emotional Intelligence Across Job Roles in Video Game Development Teams

Author(s): Stefano Lambiase

Pages: 1035 - 1045

17) Human-Like Bots for Tactical Shooters Using Compute-Efficient Sensors

Author(s): Niels Justesen, Maria Kaselimi, Sam Snodgrass, Miruna Vozaru, Matthew Schlegel, Jonas Wingren, Gabriella A. B. Barros, Tobias Mahlmann, Shyam Sudhakaran, Wesley Kerr, Albert Wang, Christoffer Holmgård, Georgios N. Yannakakis, Sebastian Risi, Julian Togelius

Pages: 1046 - 1059

18) Evaluating a VR Game Featuring Optical Illusion Challenges: A Study on Workload, VR Sickness, and User Experience

Author(s): Louis Nisiotis, Konstantinos Elia

Pages: 1060 - 1069

19) Formal Modeling and Analysis of Slot Machines

Author(s): Jan Friso Groote, Sander van Heesch, Matthias Volk

Pages: 1070 - 1083

20) Seamless Tutorial: Contextual State Transition Generation Based on Player Internal Knowledge

Author(s): In-Chang Baek, Taehwa Park, Kyung-Joong Kim

Pages: 1084 - 1097

21) Personality Assessment System Using Artificial Intelligence in a Game Environment

Author(s): Georgios Liapis, Ioannis Vlahavas

Pages: 1098 - 1111

22) Crafting Usability in Neuro-Narrative Games: The Joint Influence of Imagery Perspectives and Task Sequences in BCI–VR System

Author(s): Annan Lu, Mengjie Huang, Kai-Lun Liao, Zhige Chen, Rui Yang

Pages: 1112 - 1124

23) LLM-Integrated VR NPCs to Support Social Presence and Engagement in a Viking Museum

Author(s): Markus Brøndberg Nielsen, Mathias Øgaard Brams Niebuhr, Rasmus Kanne Mikkelsen, Rasmus Odgaard, Ivan Nikolov

Pages: 1125 - 1134

IEEE Transactions on Cognitive and Developmental Systems, Volume 17, Issue 6, December 2025

1) CLARE: Cognitive Load Assessment in Real-Time With Multimodal Data

Author(s): Anubhav Bhatti, Prithila Angkan, Behnam Behinaein, Zunayed Mahmud, Dirk Rodenburg, Heather Braund, P. James Mclellan, Aaron Ruberto, Geoffery Harrison, Daryl Wilson, Adam Szulewski, Dan Howes, Ali Etemad, Paul Hungler

Pages: 1337 - 1349

2) Electroencephalogram-Based Unified Approach for Multiple Neurodevelopmental Disorders Detection in Children Using Successive Multivariate Variational Mode Decomposition

Author(s): Ujjawal Chandela, Kazi Newaj Faisal, Rishi Raj Sharma

Pages: 1350 - 1359

3) AVTENet: A Human-Cognition-Inspired Audio-Visual Transformer-Based Ensemble Network for Video Deepfake Detection

Author(s): Ammarah Hashmi, Sahibzada Adil Shahzad, Chia Wen Lin, Yu Tsao, Hsin-Min Wang

Pages: 1360 - 1376

4) Improve Knowledge Distillation via Label Revision and Data Selection

Author(s): Weichao Lan, Yiu-ming Cheung, Qing Xu, Buhua Liu, Zhikai Hu, Mengke Li, Zhenghua Chen

Pages: 1377 - 1388

5) Multiscale Convolutional Transformer With Diverse-Aware Feature Learning for Motor Imagery EEG Decoding

Author(s): Wenlong Hang, Junliang Wang, Shuang Liang, Baiying Lei, Qiong Wang, Guanglin Li, Badong Chen, Jing Qin

Pages: 1389 - 1400

6) Evaluating the Tradeoff Between Analogical Reasoning Ability and Efficiency in Large Language Models

Author(s): Kara L. Combs, Isaiah Goble, Spencer V. Howlett, Yuki B. Adams, Trevor J. Bihl

Pages: 1401 - 1410

7) Self-Supervised Hyperbolic Spectro-Temporal Graph Convolution Network for Early 3-D Behavior Prediction

Author(s): Peng Liu, Qin Lai, Haibo Li, Chong Zhao, Qicong Wang, Hongying Meng

Pages: 1411 - 1425

8) Optimizing Representation for Abstractive Multidocument Summarization Based on Adversarial Learning Strategy

Author(s): Bin Cao, Xinxin Guan, Songlin Bao, Jiawei Wu, Jing Fan

Pages: 1426 - 1435

9) Delving Deeper Into Astromorphic Transformers

Author(s): Md Zesun Ahmed Mia, Malyaban Bal, Abhronil Sengupta

Pages: 1436 - 1446

10) A Unified Physiological Signal Interaction Network for Cross-Dataset Emotion Recognition

Author(s): Zhipeng Cai, Hongxiang Gao, Min Wu, Jianqing Li, Chengyu Liu

Pages: 1447 - 1460

11) Exploring Grounding Abilities in Vision-Language Models Through Contextual Perception

Author(s): Wei Xu, Tianfei Zhou, Taoyuan Zhang, Jie Li, Peiyin Chen, Jia Pan, Xiaofeng Liu

Pages: 1461 - 1473

12) Feature and Semantic Matching Multisource Domain Adaptation for Diagnostic Classification of Neuropsychiatric Disorders

Author(s): Minghao Dai, Jianpo Su, Zhipeng Fan, Chenyu Wang, Limin Peng, Dewen Hu, Ling-Li Zeng

Pages: 1474 - 1487

13) SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event Based-Recognition

Author(s): Xiao Wang, Yao Rong, Zongzhen Wu, Lin Zhu, Bo Jiang, Jin Tang, Yonghong Tian

Pages: 1488 - 1502

14) H-GRAIL: A Robotic Motivational Architecture to Tackle Open-Ended Learning Challenges

Author(s): Alejandro Romero, Gianluca Baldassarre, Richard J. Duro, Vieri Giuliano Santucci

Pages: 1503 - 1519

15) Hybrid Actor–Critic for Physically Heterogeneous Multiagent Reinforcement Learning

Author(s): Tianyi Hu, Zhiqiang Pu, Xiaolin Ai, Tenghai Qiu, Yanyan Liang, Jianqiang Yi

Pages: 1520 - 1535

16) GoMIC: Enhancing Efficient Collaboration in Multiagent Reinforcement Learning Through Group-Specific Mutual Information

Author(s): Jichao Wang, Yi Li, Yichun Li, Shuai Mao, Zhaoyang Dong, Yang Tang

Pages: 1536 - 1547

17) Self-Supervised Object Pose Estimation With Multitask Learning

Author(s): Dinh-Cuong Hoang, Phan Xuan Tan, Ta Huu Anh Duong, Tuan-Minh Huynh, Duc-Manh Nguyen, Anh-Nhat Nguyen, Duc-Long Pham, Van-Duc Vu, Thu-Uyen Nguyen, Ngoc-Anh Hoang, Khanh-Toan Phan, Duc-Thanh Tran, Van-Thiep Nguyen, Ngoc-Trung Ho, Cong-Trinh Tran, Van-Hiep Duong

Pages: 1548 - 1564

IEEE Transactions on Neural Networks and Learning Systems, Volume 36, Issue 12, December 2025

1) A Novel Approach for Perceptions of Physician Decision-Making and Latent Topic Refinement in Large Language Model-Enhanced Medical Dialog Generation

Author(s): Jinli Zhang, Junzhe Jiang, Fenglong Ma, Zongli Jiang, Qi Tan, Yongcheng Zhou

Pages: 19974 - 19985

2) Segment Any Cell: A SAM-Based Auto-Prompting Fine-Tuning Framework for Nuclei Segmentation

Author(s): Saiyang Na, Yuzhi Guo, Feng Jiang, Hehuan Ma, Jean Gao, Junzhou Huang

Pages: 19986 - 19995

3) MBUNeXt: Multibranch Encoder Aggregation Network Based on Layer-Fusion Strategy for Multimodal Brain Tumor Segmentation

Author(s): Qinghao Liu, Yuehao Zhu, Min Liu, Zhao Yao, Yaonan Wang, Erik Meijering

Pages: 19996 - 20008

4) Bidirectional Multiscale Efficient Dilated Convolutional Recurrent Neural Network Improved by Swarm Intelligence Optimization

Author(s): Qinwei Fan, Shuai Zhao, Jacek M. Zurada, Tingwen Huang, Xiaolong Qin, Rui Zhang

Pages: 20009 - 20023

5) A Bioinspired Deep Learning Framework for Saliency-Based Image Quality Assessment

Author(s): Huasheng Wang, Yueran Ma, Hongchen Tan, Xiaochang Liu, Ying Chen, Hantao Liu

Pages: 20024 - 20034

6) Conv4Rec: A 1-by-1 Convolutional Autoencoder for User Profiling Through Joint Analysis of Implicit and Explicit Feedback

Author(s): Antoine Ledent, Petr Kasalický, Rodrigo Alves, Hady W. Lauw

Pages: 20035 - 20049

7) Hyperbolic Hierarchical Representation Learning for Generalized Category Discovery

Author(s): Yu Duan, Feiping Nie, Huimin Chen, Zhanxuan Hu, Rong Wang, Xuelong Li

Pages: 20050 - 20064

8) Strategic Evolutionary Reinforcement Learning With Operator Selection and Experience Filter

Author(s): Kaitong Zheng, Ya-Hui Jia, Kejiang Ye, Wei-Neng Chen

Pages: 20065 - 20079

9) CRL: An Efficient Autonomous Exploration Framework for Large-Scale Environments With Contrastive-Driven Reinforcement Learning

Author(s): Benke Gao, Hao Chen, Quan Liu, Hanqiang Deng, Jian Huang, Yan-Jun Liu

Pages: 20080 - 20091

10) Surfer: A World Model-Based Framework for Vision-Language Robot Manipulation

Author(s): Pengzhen Ren, Kaidong Zhang, Hetao Zheng, Zixuan Li, Yuhang Wen, Fengda Zhu, Shikui Ma, Xiaodan Liang

Pages: 20092 - 20104

11) When to Align: Dynamic Behavior Consistency for Multiagent Systems via Intrinsic Rewards

Author(s): Kunyang Lin, Yufeng Wang, Peihao Chen, Runhao Zeng, Yinjie Lei, Siyuan Zhou, Qing Du, Mingkui Tan, Chuang Gan

Pages: 20105 - 20119

12) Satellite Pose Set Estimation by Uncertainty-Guided Conformal Keypoint Detection

Author(s): Jinghao Wang, Zhang Li, Cong Sun, Yulan Guo, Zi Wang, Qifeng Yu

Pages: 20120 - 20132

13) Soft Sensing for Time Series With Irregular Sampling Internals Based on a Denoising Interval Attention LSTM Network

Author(s): Yuchen He, Xueqin Yang, Lijuan Qian, Le Yao, Lingjian Ye, Ping Wu, Gangyue Ye, Weirong Ye, Yafang Shen

Pages: 20133 - 20145

14) Regret Minimization in Population Network Games: Vanishing Heterogeneity and Convergence to Equilibria

Author(s): Die Hu, Shuyue Hu, Chunjiang Mu, Shiqi Fan, Chen Chu, Jinzhuo Liu, Zhen Wang

Pages: 20146 - 20156

15) Adaptive Learning Rate Methods for Complex-Valued Neural Networks

Author(s): Kayol S. Mayer, Jonathan A. Soares, Ariadne A. Cruz, Dalton S. Arantes

Pages: 20157 - 20170

16) DLCNN: A Deep Logic Convolutional Network for Interpretable Fault Diagnosis of Hoist Mechanism on Ship-to-Shore Cranes

Author(s): Xiaoqiang Liao, Dong Wang, Xinguo Ming, Min Xia

Pages: 20171 - 20183

17) DA-PFL: Dynamic Affinity Aggregation in Personalized Federated Learning Under Class Imbalance

Author(s): Xu Yang, Jiyuan Feng, Yongxin Tong, Lingzhi Wang, Songyue Guo, Binxing Fang, Qing Liao

Pages: 20184 - 20198

18) Generalizable Offline Multiobjective Reinforcement Learning via Preference-Conditioned Diffuser

Author(s): Yuchen Xiao, Lei Yuan, Lihe Li, Ziqian Zhang, Yichen Li, Yang Yu

Pages: 20199 - 20213

19) Geometric Deep Learning for the Rubik’s Cube Group

Author(s): Martin Krutský, Gustav Šír

Pages: 20214 - 20228

20) IRPruneDeXt: Efficient Infrared Small Target Detection via Musical Wavelet-Regularized Channel Pruning

Author(s): Mingjin Zhang, Jin Feng, Handi Yang, Jie Guo, Yunsong Li, Xinbo Gao

Pages: 20229 - 20242

21) Advancing Generalization in PINNs Through Latent-Space Representations

Author(s): Honghui Wang, Yifan Pu, Shiji Song, Gao Huang

Pages: 20243 - 20257

22) REaMA: Building Biomedical Relation Extraction Specialized Large Language Models Through Instruction Tuning

Author(s): Yidan Zhang, Junlin Yu, Guobo Li, Zhenan He, Gary G. Yen

Pages: 20258 - 20272

23) Progressive Structure Preservation and Detail Refinement for Remote Sensing Single-Image Super-Resolution

Author(s): Wei-Yen Hsu, Shih-Hao Huang

Pages: 20273 - 20287

24) DDCNet: Advanced Decoupling of Degradation and Content for Adverse Weather Image Restoration

Author(s): Xi Wang, Xueyang Fu, Yurui Zhu, Zheng-Jun Zha

Pages: 20288 - 20301

25) Joint Trajectory Replanning for Mars Ascent Vehicle Under Propulsion System Faults: A Suboptimal Learning-Based Warm-Start Approach

Author(s): Kun Li, Guangtao Ran, Yanning Guo, Ju H. Park, Yao Zhang

Pages: 20302 - 20314

26) Extrapolation Convolution for Data Prediction on a 2-D Grid: Bridging Spatial and Frequency Domains With Applications in Image Outpainting and Compressed Sensing

Author(s): Vazim Ibrahim, Faouzi Alaya Cheikh, Vijayan K. Asari, Joseph Suresh Paul

Pages: 20315 - 20327

27) Constraint-Driven Causal Representation Learning for Vigilance Robust Estimation in Brain–Computer Interface

Author(s): Xuan Zhang, Wang Zheng, Zhigang Li, Yi Yang, Weijia Liu, Hongxin Cai, Junru Zhu, Jingyu Liu, Bin Hu, Qunxi Dong

Pages: 20328 - 20342

28) ReCL: A Plug-and-Play Module for Enhancing Generalized Category Discovery Using Transport-Based Method to Uncover the Relationship in Samples

Author(s): Pinzhuo Tian, Qiubo Ma, Hang Yu, Jie Lu

Pages: 20343 - 20356

29) Robust Multivariate Time Series Forecasting Against Intraseries and Interseries Transitional Shift

Author(s): Hui He, Qi Zhang, Kun Yi, Xiaojun Xue, Shoujin Wang, Liang Hu, Longbing Cao

Pages: 20357 - 20370

30) Event-Triggered Mixed Nonzero-Sum Game Optimal Control for Modular Robotic Manipulator Performing Coordinated Operation Tasks

Author(s): Tianjiao An, Xiaogang Dong, Bo Dong, Hucheng Jiang, Lei Liu, Bing Ma

Pages: 20371 - 20385

31) Information-State-Based Reinforcement Learning for the Control of Partially Observed Nonlinear Systems

Author(s): Raman Goyal, Mohamed Naveed Gul Mohamed, Ran Wang, Aayushman Sharma, Suman Chakravorty

Pages: 20386 - 20400

32) Toward the Extension and Enhanced Representation for Ambiguous Query With Search Heterogeneous Graph Learning

Author(s): Youli Fang, Guosun Zeng

Pages: 20401 - 20415

33) Knowledge-GPT Guided Generalizable Reinforcement Learning for Intelligent Emergency Generator Tripping in Power System

Author(s): Bing Wang, Tianjing Wang, Yong Tang, Yanhao Huang

Pages: 20416 - 20428

34) Continual Diffuser (CoD): Mastering Continual Offline RL With Experience Rehearsal

Author(s): Jifeng Hu, Li Shen, Sili Huang, Zhejian Yang, Hechang Chen, Lichao Sun, Yi Chang, Dacheng Tao

Pages: 20429 - 20443

35) Observer-Based Event-Triggered Fault-Tolerant Synchronization for Memristive Neural Networks Subject to Multiple Failures

Author(s): Mingxin Wang, Song Zhu, Xiaoyang Liu, Shiping Wen, Chaoxu Mu

Pages: 20444 - 20456

36) Attribute Prompt Alignment Network for Zero-Shot Learning

Author(s): Guo-Sen Xie, Junyi Li, Ting Guo, Xiangbo Shu, Fang Zhao, Zheng Zhang, Ling Shao

Pages: 20457 - 20463

37) A Fast Wang kWTA With Application in Sealed-Bid Uniform Price Auction

Author(s): John Sum, Chi-Sing Leung, Janet Chun-Chi Chang

Pages: 20464 - 20469