A Comparative Evaluation of Bayesian Networks Structure Learning Using Falcon Optimization Algorithm

A Comparative Evaluation of Bayesian Networks Structure Learning Using Falcon Optimization Algorithm

Bayesian networks are analytical models that may represent probabilistic dependent connections among variables and are useful in machine learning for generating knowledge structure. Due to the vastness of the solution space, learning Bayesian network (BN) structures from data is an NP-hard problem....

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Bibliographic Details
Main Authors: Hoshang Qasim Awla, Shahab Wahhab Kareem, Amin Salih Mohammed
Format: Article
Language:English
Published: Universidad Internacional de La Rioja (UNIR) 2023-06-01
Series:International Journal of Interactive Multimedia and Artificial Intelligence
Subjects:
bayesian network
optimization search algorithm
search
structure learning
Online Access:https://www.ijimai.org/journal/bibcite/reference/3244

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