Title :
Bayesian Networks for Data Prediction
Author_Institution :
Inf. Eng. Coll., Shanghai Maritime Univ., Shanghai, China
Abstract :
Naive Bayes classifier is a simple but useful model. Bayesian network is also a kind of probabilistic graphical model, and the simple one can also have well result. A kind of two-layered Bayesian network is used to predict data in MLSP2008 competition and have got the best result in the 5 submitted valid entries.
Keywords :
belief networks; pattern classification; probability; Bayesian network; data prediction; naive Bayes classifier; probabilistic graphical model; Application software; Bayesian methods; Computer applications; Computer networks; Data engineering; Educational institutions; Graphical models; Machine learning; Parameter estimation; Random variables; Bayesian Network; Data Prediction; Naïve Bayes Classifier;
Conference_Titel :
Computer Science-Technology and Applications, 2009. IFCSTA '09. International Forum on
Conference_Location :
Chongqing
Print_ISBN :
978-0-7695-3930-0
Electronic_ISBN :
978-1-4244-5423-5
DOI :
10.1109/IFCSTA.2009.31
