Using probability trees to compute marginals with imprecise probabilities
Metadatos
Mostrar el registro completo del ítemEditorial
Elsevier
Materia
Dependence graphs Interval probabilities Propagation algorithms Probability trees Inteligencia artificial Artificial intelligence
Fecha
2001-11-12Referencia bibliográfica
Andrés Cano, Serafín Moral, Using probability trees to compute marginals with imprecise probabilities, International Journal of Approximate Reasoning, Volume 29, Issue 1, 2002, Pages 1-46, ISSN 0888-613X, [https://doi.org/10.1016/S0888-613X(01)00046-9]
Resumen
This paper presents an approximate algorithm to obtain a posteriori intervals of probability, when available information is also given with intervals. The algorithm uses probability trees as a means of representing and computing with the convex sets of probabilities associated to the intervals.