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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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Shranjeno v:
Bibliografske podrobnosti
izdano v:BMC Bioinformatics
Main Authors: Wang, Shunfang, Deng, Lin, Xia, Xinnan, Cao, Zicheng, Fei, Yu
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2021
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC8220696/
https://ncbi.nlm.nih.gov/pubmed/34162327
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-021-04251-z
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