Data mining in bioinformatics
著者
書誌事項
Data mining in bioinformatics
（Advanced information and knowledge processing）
Springer, c2005
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注記
Other editors: Mohammed J. Zaki, Hannu T.T. Toivonen and Dennis Shasha
Includes bibliographical references (p. [303]-326) and index
内容説明・目次
内容説明
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.
目次
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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