46 citations · 136 across the 5 of their papers we have counts for
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cs.AI2013★ 12 cited
On characterizing Inclusion of Bayesian Networks
Tomas Kocka, Remco R. Bouckaert, Milan Studeny
Every directed acyclic graph (DAG) over a finite non-empty set of variables (= nodes) N induces an independence model over N, which is a list of conditional independence statements…
cs.AI2011★ 21 cited
Effective Dimensions of Hierarchical Latent Class Models
T. Kocka, N. L. Zhang
Hierarchical latent class (HLC) models are tree-structured Bayesian networks where leaf nodes are observed while internal nodes are latent. There are no theoretically well justifie…