Bayesian Inference of Time-Dependent Behavior with Nonhomogeneous Poisson Process.

Chi-Chang Chang Chuen-Sheng Cheng Pei-Ran Sun

Published in: NCM (2009)

Keyphrases

poisson process
bayesian inference
markov modulated
poisson processes
hyperparameters
arrival rate
gaussian process
probabilistic model
prior information
lead time
sufficient conditions
machine learning
probability distribution
steady state
expectation propagation