Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams

Kutalmış Coşkun, Borahan Tümer, Bjarne C. Hiller +1

Markov chains are simple yet powerful mathematical structures to model temporally dependent processes. They generally assume stationary data, i.e., fixed transition probabilities b…