- Niraj Kumar, Sanjay Kumar Singh 0003. Multi-Directional Shifted Patch Encoding With Transformers for Non-Invasive Cattle Identification. IEEE Trans. Biom. Behav. Identity Sci., 7(4):620-631, October 2025. 
 - Guanyu Hu 0003, Dimitrios Kollias, Eleni Papadopoulou, Paraskevi K. Tzouveli, Jie Wei, Xinyu Yang 0001. Rethinking Affect Analysis: A Protocol for Ensuring Fairness and Consistency. IEEE Trans. Biom. Behav. Identity Sci., 7(4):914-923, October 2025. 
 - Xizhan Gao, Xingrui Liu, Wei Hu, Sijie Niu, Zihao Dong, Fa Zhu, Danilo Pelusi. Multi-Level Feature Perception Network for Set-Based Video Face Identification. IEEE Trans. Biom. Behav. Identity Sci., 7(4):794-807, October 2025. 
 - Mohamed Youssef Memmi, Rim Slama, Stefano Berretti. Optimizing Hand Gesture Recognition With an Accurate Graph Model and Mixture of Experts for Joint Relationships and Temporal Dynamics. IEEE Trans. Biom. Behav. Identity Sci., 7(4):780-793, October 2025. 
 - Marco Micheletto, Giulia Orrù, Luca Ghiani, Gian Luca Marcialis. Improving Fingerprint Presentation Attack Detection by an Approach Integrated Into the Personal Verification Stage. IEEE Trans. Biom. Behav. Identity Sci., 7(4):654-667, October 2025. 
 - Lianghai Jin, Liyuan Guo. Facial Expression Recognition Based on Feature Representation Learning and Clustering-Based Attention Mechanism. IEEE Trans. Biom. Behav. Identity Sci., 7(2):182-194, 2025. 
 - Rasel Ahmed Bhuyian, Parisa Farmanifard, Renu Sharma, Andrey Kuehlkamp, Aidan Boyd, Patrick J. Flynn, Kevin W. Bowyer, Arun Ross, Dennis Chute, Adam Czajka. Beyond Mortality: Advancements in Post-Mortem Iris Recognition Through Data Collection and Computer-Aided Forensic Examination. IEEE Trans. Biom. Behav. Identity Sci., 7(4):808-823, October 2025. 
 - Gabriel Bertocco, Fernanda A. Andaló, Terrance E. Boult, Anderson Rocha 0001. Large-Scale Fully-Unsupervised Re-Identification. IEEE Trans. Biom. Behav. Identity Sci., 7(2):156-169, 2025. 
 - Can Yang, Yingying Zhu, Ngai Cheong. Behavioral Fingerprints for User Identification via Unsupervised Matching, Supervised Learning of Data Augmentation, and Their Fusion. IEEE Trans. Biom. Behav. Identity Sci., 7(4):597-609, October 2025. 
 - Xu Li, Hefei Ling, Yuxuan Shi, Zongyi Li, Ping Li 0021. AAPAR: CLIP-Based Adaptation and Alignment for Pedestrian Attribute Recognition. IEEE Trans. Biom. Behav. Identity Sci., 7(4):643-653, October 2025.