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GTB-PPI: Predict Protein–protein Interactions Based on L1-regularized Logistic Regression and Gradient Tree Boosting

Protein–protein interactions (PPIs) are of great importance to understand genetic mechanisms, delineate disease pathogenesis, and guide drug design. With the increase of PPI data and development of machine learning technologies, prediction and identification of PPIs have become a research hotspot in...

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Detalles Bibliográficos
Autores principales: Yu, Bin, Chen, Cheng, Zhou, Hongyan, Liu, Bingqiang, Ma, Qin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8377384/
https://www.ncbi.nlm.nih.gov/pubmed/33515750
http://dx.doi.org/10.1016/j.gpb.2021.01.001