A Naïve-Bayes classifier for damage detection in engineering materials

• Main Authors: Addin, O., Salit, Mohd Sapuan, Mahdi Ahmad Saad, Elsadig, Othman, Mohamed
• Format: Article
• Language: English; English
• Published: Elsevier 2007
• Online Access: http://psasir.upm.edu.my/id/eprint/12500/1/A%20Na%C3%AFve.pdf; http://psasir.upm.edu.my/id/eprint/12500/; http://dx.doi.org/10.1016/j.matdes.2006.07.018
• Institution: Universiti Putra Malaysia

This paper is intended to introduce the Bayesian network in general and the Naïve-Bayes classifier in particular as one of the most successful classification systems to simulate damage detection in engineering materials. A method for feature subset selection has also been introduced too. The method...