Mario Luca Bernardi

Mario Luca Bernardi is an Associate Professor at the Department of Engineering (DING) of the University of Sannio. His research spans Machine Learning, Deep Learning, and Malware Analysis, with a focus on Process Mining, IoT Security, and Healthcare Diagnostics.

Key research areas include:

• Transfer Learning for Industrial Anomaly Detection
• Business Process-aware Large Language Models
• Explainable AI for Next Activity Prediction
• Fuzzy Logic Applications in Cloud Systems and Malware Phylogeny
• Behavioral Feature Analysis for Game Bots
• AI in Thyroid and Parkinson’s Disease Detection

Recent publications highlight trends in Declarative Process Mining, Retrieval-Augmented Generation, and Multi-Source Machine Learning across domains like healthcare, cybersecurity, and software engineering. His work often involves collaboration with researchers such as Lerina Aversano, Francesco Martinelli, and Felice Mercaldo.