cs.NE · 2026-09-10 · No. 111
Neural and Evolutionary Computing, 2026-09-10.
1 new papers in cs.NE. Titles, authors,
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01 — The papers
1 entries-
01
Structural Fusion of Bayesian Networks with Limited Treewidth Using Genetic Algorithms
Pablo Torrijos, José A. Gámez, José M. Puerta
cs.NE · cs.LG
This paper introduces an evolutionary computation approach for consensus in structural Bayesian Network (BN) fusion under the constraint of limited treewidth. The consensus BN aims to reconcile multiple input BNs into a single one that retains key structural features present in the original networks. Treewidth, a graph-based parameter associated with computationally tractable inference, is utilized to restrict the complexity of the resulting...
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