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Machine Learning for Protein Subcellular Localization Prediction
Hardcover
Technology & EngineeringChemistryDatabases
ISBN13: 9781501510489
Publisher: De Gruyter
Published: Apr 24 2015
Pages: 209
Weight: 1.19
Height: 0.50 Width: 6.69 Depth: 9.61
Language: English
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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