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An overview of topic modeling and its current applications in bioinformatics

BACKGROUND: With the rapid accumulation of biological datasets, machine learning methods designed to automate data analysis are urgently needed. In recent years, so-called topic models that originated from the field of natural language processing have been receiving much attention in bioinformatics...

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Detalles Bibliográficos
Autores principales: Liu, Lin, Tang, Lin, Dong, Wen, Yao, Shaowen, Zhou, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5028368/
https://www.ncbi.nlm.nih.gov/pubmed/27652181
http://dx.doi.org/10.1186/s40064-016-3252-8