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Predicting antifreeze proteins with weighted generalized dipeptide composition and multi-regression feature selection ensemble

BACKGROUND: Antifreeze proteins (AFPs) are a group of proteins that inhibit body fluids from growing to ice crystals and thus improve biological antifreeze ability. It is vital to the survival of living organisms in extremely cold environments. However, little research is performed on sequences feat...

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Detalles Bibliográficos
Autores principales: Wang, Shunfang, Deng, Lin, Xia, Xinnan, Cao, Zicheng, Fei, Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8220696/
https://www.ncbi.nlm.nih.gov/pubmed/34162327
http://dx.doi.org/10.1186/s12859-021-04251-z