Mixtures of Truncated Basis Functions

Mixtures of Truncated Basis Functions

In this paper we propose a framework, called mixtures of truncated basis functions (MoTBFs), for representing general hybrid Bayesian networks. The proposed framework generalizes both the mixture of truncated exponentials (MTEs) framework and the mixture of polynomials (MoPs) framework. Similar to M...

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Bibliographic Details
Main Authors: Langseth, Helge, Nielsen, Thomas D., Rumí, Rafael, Salmerón Cerdán, Antonio
Format: info:eu-repo/semantics/article
Language:English
Published: 2017
Subjects:
Hybrid Bayesian networks
Approximations
Mixtures of truncated basis functions
Mixtures of truncated exponentials
Inference
Online Access:http://hdl.handle.net/10835/4886

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