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Biological Knowledge Discovery Handbook - Preprocessing, Mining and Postprocessing of Biological Data (Hardcover, New) Loot Price: R2,522
Discovery Miles 25 220
You Save: R1,050 (29%)
Biological Knowledge Discovery Handbook - Preprocessing, Mining and Postprocessing of Biological Data (Hardcover, New): Mourad...

Biological Knowledge Discovery Handbook - Preprocessing, Mining and Postprocessing of Biological Data (Hardcover, New)

Mourad Elloumi, Albert Y. Zomaya

Series: Wiley Series in Bioinformatics

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List price R3,572 Loot Price R2,522 Discovery Miles 25 220 | Repayment Terms: R234 pm x 12* You Save R1,050 (29%)

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The first comprehensive overview of preprocessing, mining, and postprocessing of biological data

Molecular biology is undergoing exponential growth in both the volume and complexity of biological data--and knowledge discovery offers the capacity to automate complex search and data analysis tasks. This book presents a vast overview of the most recent developments on techniques and approaches in the field of biological knowledge discovery and data mining (KDD)--providing in-depth fundamental and technical field information on the most important topics encountered.

Written by top experts, "Biological Knowledge Discovery Handbook: Preprocessing, Mining, and Postprocessing of Biological Data" covers the three main phases of knowledge discovery (data preprocessing, data processing--also known as data mining--and data postprocessing) and analyzes both verification systems and discovery systems.

BIOLOGICAL DATA PREPROCESSINGPart A: Biological Data ManagementPart B: Biological Data ModelingPart C: Biological Feature ExtractionPart D Biological Feature Selection

BIOLOGICAL DATA MININGPart E: Regression Analysis of Biological DataPart F Biological Data ClusteringPart G: Biological Data ClassificationPart H: Association Rules Learning from Biological DataPart I: Text Mining and Application to Biological DataPart J: High-Performance Computing for Biological Data Mining

Combining sound theory with practical applications in molecular biology, "Biological Knowledge Discovery Handbook" is ideal for courses in bioinformatics and biological KDD as well as for practitioners and professional researchers in computer science, life science, and mathematics.

General

Imprint: John Wiley & Sons
Country of origin: United States
Series: Wiley Series in Bioinformatics
Release date: 2014
First published: December 2013
Authors: Mourad Elloumi • Albert Y. Zomaya
Dimensions: 255 x 184 x 58mm (L x W x T)
Format: Hardcover
Pages: 1192
Edition: New
ISBN-13: 978-1-118-13273-9
Categories: Books > Science & Mathematics > Mathematics
Books > Science & Mathematics > Biology, life sciences
Books > Computing & IT > Applications of computing
Books > Science & Mathematics > Mathematics > Applied mathematics
Books > Science & Mathematics > Biology, life sciences > General
Books > Computing & IT > Applications of computing > Databases
Books > Science & Mathematics > Mathematics > Applied mathematics > General
Books > Computing & IT > Applications of computing > Databases > General
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LSN: 1-118-13273-4
Barcode: 9781118132739

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