Machine Learning for Protein Subcellular Localization Prediction Contributor(s): Wan, Shibiao (Author), Mak, Man-Wai (Author) |
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ISBN: 1501510487 ISBN-13: 9781501510489 Publisher: de Gruyter OUR PRICE: $117.79 Product Type: Hardcover - Other Formats Published: April 2015 |
Additional Information |
BISAC Categories: - Technology & Engineering | Signals & Signal Processing - Science | Life Sciences - Biochemistry - Computers | Databases - Data Mining |
Dewey: 572.696 |
LCCN: 2015003386 |
Physical Information: 0.5" H x 6.69" W x 9.61" (1.19 lbs) 209 pages |
Descriptions, Reviews, Etc. |
Publisher Description: 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. |
Contributor Bio(s): Wan, Shibiao: - Shibiao Wan, Man-Wai Mak, Hong Kong Polytechnic University, Hong Kong. |