OpenMarkov, an Open-Source Tool for Probabilistic Graphical Models

Arias, Manuel, Pérez-Martín, Jorge, Luque, Manuel y Díez, Francisco Javier(2019) .OpenMarkov, an Open-Source Tool for Probabilistic Graphical Models. Twenty-Eighth International Joint Conference on Artificial Intelligence.En: Macao. (2019)

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Título de la Conferencia Twenty-Eighth International Joint Conference on Artificial Intelligence
Fecha de inicio de la Conferencia 2019
Lugar de la Conferencia Macao
Numeros de las páginas 6485-6487
Titulo OpenMarkov, an Open-Source Tool for Probabilistic Graphical Models
Autor(es) Arias, Manuel
Pérez-Martín, Jorge
Luque, Manuel
Díez, Francisco Javier
Materia(s) Ingeniería Informática
Abstract OpenMarkov is a Java open-source tool for creating and evaluating probabilistic graphical models, including Bayesian networks, influence diagrams, and some Markov models. With more than 100,000 lines of code, it offers some features for interactive learning, explanation of reasoning, and cost-effectiveness analysis, which are not available in any other tool. OpenMarkov has been used at universities, research centers, and large companies in more than 30 countries on four continents. Several models, some of them for real-world medical applications, built with OpenMarkov, are publicly available on Internet.
Palabra clave Uncertainty in AI
Programming for AI
Machine Learning
Medical and healthcare
Editor(es) International Joint Conference on Artificial Intelligence
Fecha 2019
Formato application/pdf
Identificador bibliuned:92-Ponencias-Fjdiez-0001
http://e-spacio.uned.es/fez/view/bibliuned:92-Ponencias-Fjdiez-0001
10.24963/ijcai.2019/931
Idioma eng
Versión de la publicación publishedVersion
Nivel de acceso y licencia http://creativecommons.org/licenses/by-nc-nd/4.0
info:eu-repo/semantics/openAccess
Tipo de recurso conferenceObject
Tipo de acceso Acceso abierto

 
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