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 ...

Dr. Xiaomin Chen, a researcher at The University of Alabama in Huntsville, has published a paper in Geophysical Research ...

and Markov Jump Parameters (MJPs). Firstly, to derive a tighter bound of Exponential-type Integral Quadratic Terms (EIQTs), a new Free-matrix Exponential-type Inequality (FMEI) is provided, which ...