Novel binary encoding water cycle algorithm for solving Bayesian network structures learning problem

Constructing Bayesian network structures from data is a computationally hard task. One important method to learn Bayesian network structures uses the meta-heuristic algorithms. In this paper, a novel binary encoding water cycle algorithm is proposed for the first time to address the Bayesian network...

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Veröffentlicht in:Knowledge-based systems 2018-06, Vol.150, p.95-110
Hauptverfasser: Wang, Jingyun, Liu, Sanyang
Format: Artikel
Sprache:eng
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