Extraction

Prediction of protein subcellular multisite localization using a new feature extraction method

L. Y. Wang, Wang, D., Chen, Y. H., Wang, L. Y., Wang, D., and Chen, Y. H., Prediction of protein subcellular multisite localization using a new feature extraction method, vol. 15, p. -, 2016.

A basic problem of proteomics is identifying the subcellular locations of a protein. One factor making the problem more complicated is that some proteins may simultaneously exist in two or more than two subcellular locations. To improve multisite prediction quality, it is necessary to use effective feature extraction methods. Here, we developed a new feature extraction method based on the pK value and frequencies of amino acids to represent a protein as a real values vector.

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