Method for inferring target paths from related cue paths

摘要

A method infers a target path in a target system from a cue path. The method learns a target state machine, target probability density functions and an occupancy matrix of the state machine from training target paths. Cue probability density functions are learned from a training cue path and the target occupancy matrix. A cue path is analyzed using the cue probability density functions and the target state machine to produce hidden states of the cue path. The target path is synthesized from the hidden states of the cue path and the target probability density functions.