Characterizations of Decomposable Dependency Models
Metadatos
Mostrar el registro completo del ítemEditorial
AI Access Foundation
Materia
Inteligencia artificial Artificial intelligence
Fecha
1996-12-01Referencia bibliográfica
De Campos, L. M. (1996). Characterizations of decomposable dependency models. Journal of Artificial Intelligence Research, 5, 289-300. DOI: [https://doi.org/10.1613/jair.329]
Patrocinador
Spanish Comisión Interministerial de Ciencia y Tec- nología (CICYT) TIC96-0781Resumen
Decomposable dependency models possess a number of interesting and useful proper-
ties. This paper presents new characterizations of decomposable models in terms of in-
dependence relationships, which are obtained by adding a single axiom to the well-known
set characterizing dependency models that are isomorphic to undirected graphs. We also
brie
y discuss a potential application of our results to the problem of learning graphical
models from data.