Probabilistic graphical models : bayesian networks

This report conducts a review on Bayesian networks and provides a Bayesian network analysis of a dataset provided by Hewlett-Packard. The main focus of the review is on discrete Bayesian networks while there is a brief mention of Gaussian and hybrid Bayesian networks. Methodologies on constructing B...

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Bibliographic Details
Main Author: Chan, Xiang Yun
Other Authors: Frederique Elise Oggier
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/148509
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Institution: Nanyang Technological University
Language: English