A Unified Approach to Video Anomaly Detection: Advancements in Feature Extraction, Weak Supervision, and Strategies for Class Imbalance. - Rui Z. Barbosa; Hugo S. Oliveira (IEEE Access, 2025)

A survey on multi-modal and weakly supervised approaches for robust anomaly detection in video data. - Rui Z. Barbosa; Hugo S. Oliveira; João Manuel R. S. Tavares (Inf. Fusion, 2026)