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All Journal Jurnal Informatika Upgris International Journal of Research and Applied Technology (INJURATECH) Bulletin of Social Informatics Theory and Application The Indonesian Journal of Computer Science
askar, shavan
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Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Engineering Social Sciences

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Journal : Bulletin of Social Informatics Theory and Application

 1 
Structure learning of bayesian network using swarm intelligent algorithm: a review Kareem, Shahab Wahhab; Askar, Shavan; Ahmed, Kosrat Dlshad
Bulletin of Social Informatics Theory and Application Vol. 5 No. 2 (2021)
Publisher : Association for Scientific Computing Electrical and Engineering

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31763/businta.v5i2.463

Abstract

Machines using Bayesian networks can be used to construct the framework of information in artificial intelligence that connects the variables in a probabilistic way. “Deleting, reversing, moving, and inserting” is an approach to finding the best answer to the proposition of problem in the algorithm. In the Enhanced Surface Water Searching Technique, mostly, the hunt for water is done by elephants during dry seasons, It is Pigeon Optimization, Simulated Annealing, Greedy search, and the BDeu metrics being reviewed in combination to evaluate all these strategies being used in order to solve this problem. They subjected different data sets to the uncertainty matrix in an investigation to find out which of these approaches performed best. According to evaluation data, the algorithm shows stronger results and delivers better points. Additionally, this article also represents the structure learning processes for Bayesian Network as well.
Co-Authors Abdulkhaleq, Ibrahim Abdullah, Nihad Abdullah, Rebwar Abdulwahab, Sara Ahmed Al-Zakhali, Omar Ahmed, Kosrat Dlshad Ahmed, Mariwan Ali, Daban Aziz Mohammed, Marwan Bilal, Noura Hamad, Soran Hawezi, Roojwan Sc. Hussein, Diana Hussien, Diana Ibrahim, Media Ibrahim, Media Ali Kareem, Shahab Kareem, Shahab Wahhab Khosnawi, Dilshad Maghdid, Souzan Maghdid, Sozan Mohammed , Marwan Aziz Mohammed, Mariwan Muheden, Karwan Omer, Saman M. Othman, Mina Saeed, Hasan Saleem, Mohammad saleem, mohammed Sami Khoshaba, Farah Soran, Zhala Zeebaree, Subhi