Machine Learning for Protein Subcellular Localization Prediction
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A01=Man-Wai Mak
A01=Shibiao Wan
Author_Man-Wai Mak
Author_Shibiao Wan
Bioinformatics
Category=PSAX
Category=UNF
Category=UYQM
Category=UYS
eq_bestseller
eq_computing
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
eq_non-fiction
eq_science
Product details
- ISBN 9781501510489
- Weight: 495g
- Dimensions: 170 x 240mm
- Publication Date: 24 Apr 2015
- Publisher: De Gruyter
- Publication City/Country: US
- Product Form: Hardback
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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.
Shibiao Wan, Man-Wai Mak, Hong Kong Polytechnic University, Hong Kong.
