Data Mining in Bioinformatics / Edition 1

Data Mining in Bioinformatics / Edition 1

by Jason T. L. Wang
     
 

ISBN-10: 1849968942

ISBN-13: 9781849968942

Pub. Date: 12/09/2010

Publisher: Springer London

The book is aimed at computer scientists, so necessary biology is explained as needed. A glossary provides definitions of critical biological concepts. Finally, problems are provided at the end of several chapters in case readers want to use the book as a text.  See more details below

Overview

The book is aimed at computer scientists, so necessary biology is explained as needed. A glossary provides definitions of critical biological concepts. Finally, problems are provided at the end of several chapters in case readers want to use the book as a text.

Product Details

ISBN-13:
9781849968942
Publisher:
Springer London
Publication date:
12/09/2010
Series:
Advanced Information and Knowledge Processing Series
Edition description:
Softcover reprint of hardcover 1st ed. 2005
Pages:
340
Product dimensions:
6.10(w) x 9.25(h) x 0.36(d)

Table of Contents

Part I - Overview An Introduction to Data Mining in Bioinformatics A Survey of Bio-Data Analysis from Data Mining Perspective Part II - Sequence and Structure Alignment ANTICLUSTRAL: Multiple Sequence Alignment by Antipole Clustering RNA Structyre Comparison and Alignment Part III - 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 Part IV - 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

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