Inferring Dynamic Bayesian Networks using Frequent Episode Mining

Debprakash Patnaik Srivatsan Laxman Naren Ramakrishnan

Published in: CoRR (2009)

Keyphrases

episode mining
dynamic bayesian networks
bayesian networks
particle filtering
event streams
approximate inference
structure learning
event sequences
machine learning
sequential patterns
state variables
hidden markov models
data mining
state space
least squares
graphical models