Hidden Markov and semi-Markov models: When and why are these models useful for classifying states in time series data?

Sofia Ruiz-Suarez, Vianey Leos-Barajas, Juan Manuel Morales

Hidden Markov models (HMMs) and their extensions have proven to be powerful tools for classification of observations that stem from systems with temporal dependence as they take in…