An encoding scheme capturing generic priors and properties of amino acids improves protein classification

Feature engineering aims at representing non-numeric data with numeric features that keep the essential information of the underlying problem, and it is a non-trivial process in building a predictive model. In bioinformatics, there is a profound scale of DNA and protein sequences available, but far...

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Bibliographic Details
Main Authors: Zhou, Xinrui, Yin, Rui, Zheng, Jie, Kwoh, Chee-Keong
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2019
Subjects:
Online Access:https://hdl.handle.net/10356/105937
http://hdl.handle.net/10220/48837