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Tunable structure priors for Bayesian rule learning for knowledge integrated biomarker discovery

AIM: To develop a framework to incorporate background domain knowledge into classification rule learning for knowledge discovery in biomedicine. METHODS: Bayesian rule learning (BRL) is a rule-based classifier that uses a greedy best-first search over a space of Bayesian belief-networks (BN) to find...

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Detalles Bibliográficos
Autores principales: Balasubramanian, Jeya Balaji, Gopalakrishnan, Vanathi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Baishideng Publishing Group Inc 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6153126/
https://www.ncbi.nlm.nih.gov/pubmed/30254965
http://dx.doi.org/10.5306/wjco.v9.i5.98