Machine Learning for Protein Subcellular Localization Prediction

by Man-Wai Mak and Shibiao Wan

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.

• Format: Hardcover
• Language: English
• ISBN: 1501510487
• ISBN13: 9781501510489
• Release Date: April 2015
• Publisher: de Gruyter
• Length: 209 Pages
• Weight: 1.19 lbs.
• Dimensions: 0.5" x 6.7" x 9.6"
• Grade Range: Postsecondary