Simulación de redes Bayesianas

Castelló Pascual, Alejandro Patricio (2018). Simulación de redes Bayesianas. Proyecto Fin de Carrera / Trabajo Fin de Grado, E.T.S. de Ingenieros Informáticos (UPM), Madrid, España.

Description

Title: Simulación de redes Bayesianas
Author/s:
  • Castelló Pascual, Alejandro Patricio
Contributor/s:
  • Fernández del Pozo, Juan Antonio
Item Type: Final Project
Degree: Grado en Matemáticas e Informática
Date: July 2018
Subjects:
Faculty: E.T.S. de Ingenieros Informáticos (UPM)
Department: Inteligencia Artificial
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

En este proyecto, partiendo de una colección de software existente, he desarrollado un paquete R estándar con el nombre de bnidr(Bayesian Netoworks and In uence Diagrams for R). El propósito de esta libreria es proporcionar multiples algoritmos de simulación de redes bayesianas ausente en la libreria de origen, y crear una implementación concorde con la orientación a objetos S4. A diferencia del software existente para la simulación de redes bayesianas, el diseño de este paquete se este centrado en la simplicidad y extensibilidad: primeramente con el objetivo de extender unas librerias que ya estan en uso, y segundo para poder ser usado comodamente por la comunidad de R.---ABSTRACT---In this project, based on a previous software suite, I've developed a standard R package by the name of bnidr(Bayesian Netoworks and In uence Diagrams for R). The purpose of this library is to provide several bayesian network simulation algorithms which were not present in the original software, and with an implementation compliant with S4 object orientation. Unlike the current software for bayesian network simulation, this package has been designed with simplicity and extensibility in mind: rstly to extend the previous, already in use libraries, and to make it easily used by the R community.

More information

Item ID: 52274
DC Identifier: http://oa.upm.es/52274/
OAI Identifier: oai:oa.upm.es:52274
Deposited by: Biblioteca Facultad de Informatica
Deposited on: 17 Sep 2018 08:57
Last Modified: 17 Sep 2018 09:16
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