Stefano Cirillo

Stefano Cirillo serves as an Assistant Professor at the Department of Computer Science, University of Salerno, Italy. His academic career spans roles including Research Fellow (2022-2023) and Adjunct Professor for Databases courses. He maintains significant editorial responsibilities as Associate Editor for Journal of Visual Language and Computing and Multimedia Tools and Applications, while serving on program committees for major conferences including EDBT/ICDT 2024.

His research focuses on data-intensive domains with emphasis on Data Profiling, Mining, and Privacy. Core interests include Social Network analysis, AI-driven database optimization, and anomaly detection in data streams. His work bridges theoretical algorithms with practical applications in e-procurement, cybersecurity, and healthcare systems, particularly through projects like Profiling Data Streams for Anomaly Detection and Security and Rights in the CyberSpace (SERICS).

Analysis of his recent publications reveals strong trends in applied AI for societal challenges – including pandemic mental health detection, perinatal depression prediction, and smart city security. His work consistently integrates novel neural architectures (YOLO variants, LSTM hybrids, Transformer networks) with domain-specific constraints, demonstrating expertise in both algorithmic innovation and real-world implementation across transportation, healthcare, and public administration sectors.

Professional service highlights include Program Co-Chair for International DMS Conferences (2021-2022), Local Arrangements Chair for EDBT/ICDT 2024, and editorial board membership for journals including Data Science and Management. His research has been supported through PON-funded PhD studies and the SERICS project, with active collaborations spanning Hasso Plattner Institute (Germany) and Italian research centers like CeRICT.