38 citations · 38 across the 2 of their papers we have counts for
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cs.AI2013
An Evaluation of an Algorithm for Inductive Learning of Bayesian Belief Networks Usin
Constantin F. Aliferis, Gregory F. Cooper
Bayesian learning of belief networks (BLN) is a method for automatically constructing belief networks (BNs) from data using search and Bayesian scoring techniques. K2 is a particul…
cs.AI2013★ 38 cited
A Structurally and Temporally Extended Bayesian Belief Network Model: Definitions, Properties, and Modeling Techniques
Constantin F. Aliferis, Gregory F. Cooper
We developed the language of Modifiable Temporal Belief Networks (MTBNs) as a structural and temporal extension of Bayesian Belief Networks (BNs) to facilitate normative temporal a…