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Machine Learning for Protein Subcellular Localization Prediction

Shibiao Wan, Man-Wai Mak




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 | #8234037 in Books |  2015-04-24 | Original language:English | PDF # 1 |  9.70 x7.00 x.50l, | File type: PDF | 192 pages

||About the Author||Shibiao Wan, Man-Wai Mak, Hong Kong Polytechnic University, Hong Kong.

Comprehensively covers protein subcellular localization from single-label prediction to multi-label prediction, and includes prediction strategies for virus, plant, and eukaryote species. Three machine learning tools are introduced to improve classification refinement, feature extraction, and dimensionality reduction.



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