Data Mining in Bioinformatics

WANG, JASON T.L., MOHAMMED J. ZAKI, HANNU T.T. TOIVONEN AND DENNIS SHASHA, EDS

ISBN 10: 1852336714 / ISBN 13: 9781852336714

Editore: Springer, London, 2005

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Dati bibliografici

Titolo: Data Mining in Bioinformatics

Casa editrice: Springer, London

Data di pubblicazione: 2005

Legatura: Hard Cover

Edizione: First Edition, First printing.

Descrizione articolo

Riassunto:

Written especially for computer scientists, all necessary biology is explained.

Presents new techniques on gene expression data mining, gene mapping for disease detection, and phylogenetic knowledge discovery.

Contenuti:

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