Biological Knowledge Discovery Handbook

This book PDF is perfect for those who love Computers genre, written by Mourad Elloumi and published by John Wiley & Sons which was released on 04 February 2015 with total hardcover pages 1192. You could read this book directly on your devices with pdf, epub and kindle format, check detail and related Biological Knowledge Discovery Handbook books below.

Biological Knowledge Discovery Handbook
Biological Knowledge Discovery Handbook
Author : Mourad Elloumi
File Size : 40,7 Mb
Publisher : John Wiley & Sons
Language : English
Release Date : 04 February 2015
ISBN : 9781118853726
Pages : 1192 pages
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Biological Knowledge Discovery Handbook by Mourad Elloumi Book PDF Summary

The first comprehensive overview of preprocessing, mining,and postprocessing of biological data Molecular biology is undergoing exponential growth in both thevolume and complexity of biological data—and knowledgediscovery offers the capacity to automate complex search and dataanalysis tasks. This book presents a vast overview of the mostrecent developments on techniques and approaches in the field ofbiological knowledge discovery and data mining (KDD)—providingin-depth fundamental and technical field information on the mostimportant topics encountered. Written by top experts, Biological Knowledge DiscoveryHandbook: Preprocessing, Mining, and Postprocessing of BiologicalData covers the three main phases of knowledge discovery (datapreprocessing, data processing—also known as datamining—and data postprocessing) and analyzes both verificationsystems and discovery systems. BIOLOGICAL DATA PREPROCESSING Part A: Biological Data Management Part B: Biological Data Modeling Part C: Biological Feature Extraction Part D Biological Feature Selection BIOLOGICAL DATA MINING Part E: Regression Analysis of Biological Data Part F Biological Data Clustering Part G: Biological Data Classification Part H: Association Rules Learning from Biological Data Part I: Text Mining and Application to Biological Data Part J: High-Performance Computing for Biological DataMining Combining sound theory with practical applications in molecularbiology, Biological Knowledge Discovery Handbook is idealfor courses in bioinformatics and biological KDD as well as forpractitioners and professional researchers in computer science,life science, and mathematics.

Biological Knowledge Discovery Handbook

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