Coding of amino acids by texture descriptors
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摘要
ObjectiveIn this paper we propose a new feature extractor for peptide/protein classification based on the calculation of texture descriptors. Representing a peptide/protein using a matrix descriptor, instead of a vector, allows to deal with the peptide/protein as an image and to use texture descriptors for representation purposes.
论文关键词：Protein classification,Peptide classification,Vaccine development,Locally binary patterns,Discrete cosine transform,Support vector machine
论文评审过程：Received 12 December 2008, Revised 24 September 2009, Accepted 3 October 2009, Available online 4 November 2009.
论文官网地址：https://doi.org/10.1016/j.artmed.2009.10.001
