Computational Intelligence and Pattern Analysis in Biology Informatics

✍ Scribed by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T. Wang

Publisher: Wiley
Year: 2010
Tongue: English
Leaves: 395
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This book synthesizes current research in the integration of computational intelligence and pattern analysis techniques, either individually or in a hybridized manner. The purpose is to analyze biological data and enable extraction of more meaningful information and insight from it. Biological data for analysis include sequence data, secondary and tertiary structure data, and microarray data. These data types are complex and advanced methods are required, including the use of domain-specific knowledge for reducing search space, dealing with uncertainty, partial truth and imprecision, efficient linear and/or sub-linear scalability, incremental approaches to knowledge discovery, and increased level and intelligence of interactivity with human experts and decision makers.

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