Publicación: OpenMarkov, an Open-Source Tool for Probabilistic Graphical Models
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Fecha
2019
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Atribución-NoComercial-SinDerivadas 4.0 Internacional
info:eu-repo/semantics/openAccess
info:eu-repo/semantics/openAccess
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International Joint Conference on Artificial Intelligence
Resumen
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.
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Categorías UNESCO
Palabras clave
Uncertainty in AI, Programming for AI, Machine Learning, Medical and healthcare
Citación
Centro
E.T.S. de Ingeniería Informática
Departamento
Inteligencia Artificial