Characterizing A Database of Sequential Behaviors with Latent Dirichlet Hidden Markov Models

Yin Song, Longbing Cao, Xuhui Fan +2

This paper proposes a generative model, the latent Dirichlet hidden Markov models (LDHMM), for characterizing a database of sequential behaviors (sequences). LDHMMs posit that each…