Hybrid Bayesian network classifiers: Application to species distribution models

Bayesian networks are one of the most powerful tools in the design of expert systems located in an uncertainty framework. However, normally their application is determined by the discretization of the continuous variables. In this paper the naïve Bayes (NB) and tree augmented naïve Bayes (TAN) model...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Environmental modelling & software : with environment data news 2010-12, Vol.25 (12), p.1630-1639
Hauptverfasser:	Aguilera, P.A., Fernández, A., Reche, F., Rumí, R.
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayesian analysis Classification Conservation planning Discretization Expert systems Habitats Hybrid Bayesian networks Mathematical models Mixtures of truncated exponentials Modelling Networks Testudo graeca
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!