most citedImproving the Scalability of Optimal Bayesian Network Learning with External-Memory Frontier Breadth-First Branch and Bound Search

9 citations · 9 across the 2 of their papers we have counts for

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cs.AI2015

Information-theoretic Interestingness Measures for Cross-Ontology Data Mining

Prashanti Manda, Fiona McCarthy, Bindu Nanduri +2

Community annotation of biological entities with concepts from multiple bio-ontologies has created large and growing repositories of ontology-based annotation data with embedded im…

cs.AI2012★ 9 cited

Improving the Scalability of Optimal Bayesian Network Learning with External-Memory Frontier Breadth-First Branch and Bound Search

Brandon Malone, Changhe Yuan, Eric A. Hansen +1

Previous work has shown that the problem of learning the optimal structure of a Bayesian network can be formulated as a shortest path finding problem in a graph and solved using A*…