Selected talks, conference presentations, posters, project updates, and research seminars.
Presented at QualITA Workshop | ICPE 2026 , 2026
This talk presents ShapBPT in Perspective, a consolidated review and practical case study of ShapBPT for eXplainable Anomaly Detection (XAD).
Presented at University of Torino , 2026
PhD thesis defense presenting explainable AI and anomaly detection frameworks for trustworthy human safety monitoring in industrial environments.
Presented at Singapore Expo Centre , 2026
Introduces ShapBPT, a data-aware hierarchical Shapley-based method for image feature attribution that improves efficiency, structural alignment, and interpretability in computer vision models.
Presented at Universidad de Vigo , 2025
A consortium presentation on VAE-GAN based unexpected condition detection for industrial safety monitoring in robotic environments, developed within UC3 of the DistriMuSe EU project.
Presented at Mediterranean Conference Centre , 2024
A case study on the trustworthiness of VAE-based anomaly detection systems using Explainable AI, highlighting how high anomaly scores can be driven by misleading visual features.
Presented at Vancouver Convention Centre , 2024
Poster Presentation at AAAI-24