Computational Reconstruction of Missing Data in Biological Research - Springer Theses - Feng Bao - Books - Springer Verlag, Singapore - 9789811630637 - August 8, 2021
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Feng Bao
Computational Reconstruction of Missing Data in Biological Research - Springer Theses 1st ed. 2021 edition

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In this book, we introduce different types of biological data missing scenarios and propose machine learning models to improve the data analysis, including deep recurrent neural network recovery for feature missings, robust information theoretic learning for label missings and structure-aware rebalancing for minor sample missings.

105 pages, 41 Illustrations, color; 2 Illustrations, black and white; XVII, 105 p. 43 illus., 41 ill

Media Books     Paperback Book   (Book with soft cover and glued back)
Released August 8, 2021
ISBN13 9789811630637
Publishers Springer Verlag, Singapore
Pages 105
Dimensions 150 × 220 × 10 mm   ·   203 g

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