1 code implementation • 8 May 2024 • Valentina Zaccaria, Davide Sartor, Simone Del Favero, Gian Antonio Susto
This letter presents a novel approach in the field of Active Fault Detection (AFD), by explicitly separating the task into two parts: Passive Fault Detection (PFD) and control input design.
1 code implementation • 29 Apr 2024 • Valentina Zaccaria, Chiara Masiero, David Dandolo, Gian Antonio Susto
While Machine Learning has become crucial for Industry 4. 0, its opaque nature hinders trust and impedes the transformation of valuable insights into actionable decision, a challenge exacerbated in the evolving Industry 5. 0 with its human-centric focus.
no code implementations • 2 Mar 2024 • Valentina Zaccaria, David Dandolo, Chiara Masiero, Gian Antonio Susto
Pursuing fast and robust interpretability in Anomaly Detection is crucial, especially due to its significance in practical applications.