140 citations · 296 across the 14 of their papers we have counts for
Showing 2013 · cs.AIShow all
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cs.AI2013★ 45 cited
An Alternative Markov Property for Chain Graphs
Steen A. Andersson, David Madigan, Michael D. Perlman
Graphical Markov models use graphs, either undirected, directed, or mixed, to represent possible dependences among statistical variables. Applications of undirected graphs (UDGs) i…
cs.AI2013★ 73 cited
Enumerating Markov Equivalence Classes of Acyclic Digraph Models
Steven B. Gillispie, Michael D. Perlman
Graphical Markov models determined by acyclic digraphs (ADGs), also called directed acyclic graphs (DAGs), are widely studied in statistics, computer science (as Bayesian networks)…