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Data Mining in Bioinformatics : Advanced Information and Knowledge Processing - Jason T. L. Wang

Data Mining in Bioinformatics

Advanced Information and Knowledge Processing

By: Jason T. L. Wang (Editor), Mohammed J. Zaki (Editor), Hannu Toivonen (Editor), Dennis Shasha (Editor)

Hardcover Published: 1st October 2004
ISBN: 9781852336714
Number Of Pages: 340

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The goal of this book is to help readers understand state-of-the-art techniques in biological data mining and data management and includes topics such as: - preprocessing tasks such as data cleaning and data integration as applied to biological data - classification and clustering techniques for microarrays - comparison of RNA structures based on string properties and energetics - discovery of the sequence characteristics of different parts of the genome - mining of haplotypes to find disease markers - sequencing of events leading to the folding of a protein - inference of the subcellular location of protein activity - classification of chemical compounds based on structure - special purpose metrics and index structures for phylogenetic applications - a new query language for protein searching based on the shape of proteins - very fast indexing schemes for sequences and pathways Aimed at computer scientists, necessary biology is explained.

Overview An Introduction to Data Mining in Bioinformatics
A Survey of Bio-Data Analysis from Data Mining Perspective
Sequence and Structure Alignment Anticlustral: Multiple Sequence Alignment by Antipole Clustering RNA Structyre Comparison and Alignment
Biological Data Mining Piecewise Constant Modeling of Sequential Data using Reversible Jump Markov Chain Monte Carlo Gene
Mapping by Pattern Discovery Prediciting Protein Folding Pathways
Data Mining Methods for a Systematics of Protein Subcellular Location Mining Chemical Compounds
Biological Data Managment Phyloinformatics: Towards a Phylogenetic
Database Declarative and Efficinet Querying on Protein Secondary Sturctures Scalable
Index
Structures for Biological Data
Glossary
References
Biographies
Index
Table of Contents provided by Publisher. All Rights Reserved.

ISBN: 9781852336714
ISBN-10: 1852336714
Series: Advanced Information and Knowledge Processing
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 340
Published: 1st October 2004
Publisher: Springer London Ltd
Country of Publication: GB
Dimensions (cm): 23.5 x 15.5  x 1.91
Weight (kg): 0.72