Characterizations of Decomposable Dependency Models
<|reference_start|>Characterizations of Decomposable Dependency Models: Decomposable dependency models possess a number of interesting and useful properties. This paper presents new characterizations of decomposable models in terms of independence 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 briefly discuss a potential application of our results to the problem of learning graphical models from data.<|reference_end|>
@article{decampos1996characterizations,
    title={Characterizations of Decomposable Dependency Models},
    author={L. M. deCampos},
    journal={Journal of Artificial Intelligence Research, Vol 5, (1996),
  289-300},
    year={1996},
    archivePrefix={arXiv},
    eprint={cs/9612103},
    primaryClass={cs.AI}
}