Using Evolutionary Information and Multi-Label Linear Discriminant Analysis to Predict the Subcellular Location of Multi-Site Bacterial Proteins via Chou’s 5-Steps Rule

Using Evolutionary Information and Multi-Label Linear Discriminant Analysis to Predict the Subcellular Location of Multi-Site Bacterial Proteins via Chou’s 5-Steps Rule

The function of a protein is closely tied to its subcellular location. Identifying the subcellular location of proteins is a crucial step to understand their functions. However, determining the subcellular location of proteins experimentally is time-consuming and costly. Therefore, developing effect...

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Bibliographic Details
Main Authors: Lei Du, Qingfang Meng, Hui Jiang, Yang Li
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Subcellular location
absolute entropy correlation analysis
discrete wavelet transform
multi-label linear discriminant analysis
multi-label k-nearest neighbors
Online Access:https://ieeexplore.ieee.org/document/9043532/

Internet

https://ieeexplore.ieee.org/document/9043532/

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