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