Identifying Unique Spatial-Temporal Bayesian Network without Markov Equivalence

Mingyu Kang, Duxin Chen, Ning Meng +2

Identifying vanilla Bayesian network to model spatial-temporal causality can be a critical yet challenging task. Different Markovian-equivalent directed acyclic graphs would be ide…