specially interested in w00-0508.pdf because title directly includes stochastic finaite state automaton 

also interested in icvgip.pdf expecting data-classification aspect
   
where they wrote
"A HMM is a stochastic finite state machine which models an activity pattern by learning transition probabilities among its non-observable states such that the likelihood of observation of a temporal sequence of symbols represent-ing the activity is maximized.