Machine Learning for Protein Subcellular Localization Prediction
Book Details
Format
Hardback or Cased Book
ISBN-10
1501510487
ISBN-13
9781501510489
Publisher
De Gruyter
Imprint
De Gruyter
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Apr 24th, 2015
Print length
209 Pages
Weight
495 grams
Ksh 15,100.00
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For bioinformaticians, computational biologists, and wet-lab biologists, this book provides machine learning approaches for protein subcellular localization prediction with a systemic scheme for improving predictors performance.
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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