Inferencing Bayesian Networks from Time Series Data Using Natural Selection

This paper describes a new framework for using natural selection to evolve Bayesian Networks for use in forecasting time series data. It extends current research by introducing a tree based representation of a candidate Bayesian Network that addresses the problem of model identification and training through the use of natural selection. The framework constructs a modified Na

• Type: Conference
• Year: 2000
• Where: FLAIRS
• Authors: Andrew J. Novobilski, Farhad Kamangar
• Keywords: Artificial Intelligence, Bayesian Network, FLAIRS 2000, Naive Bayesian Classifier, Time Series Data