The importance of temporal information in Bayesian network structure learning - Constantinou, Anthony C. (Expert systems with applications, 2021)
Keywords: Algorithms; Bayesian analysis; Causal discovery; Causal graphs; Directed acyclic graphs; Machine learning; Order-based learning; Probabilistic graphical models; Temporal constraints; Probabilistic graphical models; Order-based learning; Directed acyclic graphs; Causal discovery; Temporal constraints; Causal graphs