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NML Computation Algorithms for Tree-Structured Multinomial Bayesian Networks

Typical problems in bioinformatics involve large discrete datasets. Therefore, in order to apply statistical methods in such domains, it is important to develop efficient algorithms suitable for discrete data. The minimum description length (MDL) principle is a theoretically well-founded, general fr...

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Detalles Bibliográficos
Autores principales: Kontkanen, Petri, Wettig, Hannes, Myllymäki, Petri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3171356/
https://www.ncbi.nlm.nih.gov/pubmed/18382603
http://dx.doi.org/10.1155/2007/90947