Incorporating biological prior knowledge for Bayesian learning via maximal knowledge-driven information priors

BACKGROUND: Phenotypic classification is problematic because small samples are ubiquitous; and, for these, use of prior knowledge is critical. If knowledge concerning the feature-label distribution – for instance, genetic pathways – is available, then it can be used in learning. Optimal Bayesian cla...

Descripción completa

Detalles Bibliográficos
Autores principales: Boluki, Shahin, Esfahani, Mohammad Shahrokh, Qian, Xiaoning, Dougherty, Edward R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5751802/
https://www.ncbi.nlm.nih.gov/pubmed/29297278
http://dx.doi.org/10.1186/s12859-017-1893-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5751802/
https://www.ncbi.nlm.nih.gov/pubmed/29297278
http://dx.doi.org/10.1186/s12859-017-1893-4

Ejemplares similares