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Biological knowledge discovery handbook. Preprocessing, Mining and postprocessing of biological data. (English) Zbl 1312.92001

Wiley Series in Bioinformatics: Computational Techniques and Engineering. Piscataway, NJ: IEEE Press; Hoboken, NJ: John Wiley & Sons (ISBN 978-1-118-13273-9/hbk). 1192 p. (2014).
Publisher’s description: Molecular biology is undergoing exponential growth in both the volume and complexity of biological data. This book offers the first comprehensive overview of data mining, preprocessing, postprocessing, and storage for biological data. It surveys the latest approaches and techniques in biological KDD, presenting a vast yet detailed view of the most important advances in the field. Combining sound theory, technical depth, and practical applications in molecular biology, This book is a unique resource for practitioners and researchers in computer science, life science, and mathematics.

MSC:

92-01 Introductory exposition (textbooks, tutorial papers, etc.) pertaining to biology
62-07 Data analysis (statistics) (MSC2010)
92B15 General biostatistics
92C40 Biochemistry, molecular biology
92D10 Genetics and epigenetics
92C50 Medical applications (general)

Software:

Stata; MALLET; BicAT; R