Hongbo Shi

Uncertainty‐aware evidential prototype network with few‐shot class‐incremental learning for open‐set fault diagnosis

Abstract Fault diagnosis plays an important role in process monitoring under closed‐set settings. However, the unknown faults may be misdiagnosed as one of the known classes with overconfidence, leading to unreliable decisions and process unsafety. Besides, to distinguish multipl...