Abstract: The Baum-Welch algorithm together with its derivatives and variations has been the main technique for learning hidden Markov models (HMMs) from observational data. We present an HMM learning ...

Abstract: Health monitoring data are vital for failure prognostic and maintenance planning. The continuous monitoring data or frequent inspections can provide a large amount of information on ...