Improvement of CB & BC Algorithms (CB* Algorithm) for Learning Structure of Bayesian Networks as Classifier in Data Mining

There are two categories of well-known approach (as basic principle of classification process) for learning structure of Bayesian Network (BN) in data mining (DM): scoring-based and constraint-based algorithms. Inspired by those approaches, we present a new CB* algorithm that is developed by conside...

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Bibliographic Details
Main Authors: Benhard Sitohang, G. A. Putri Saptawati
Format: Article
Language:English
Published: ITB Journal Publisher 2013-09-01
Series:Journal of ICT Research and Applications
Online Access:http://journals.itb.ac.id/index.php/jictra/article/view/164