生物情報学におけるデータマイニング Data Mining in Bioinformatics (Advanced Information and Knowledge Processing) （2004. 350 p.）

By J. T. L. Wang, Mohammed J. Zaki, H. T. T. Toivonen et al.

SPRINGER, BERLIN（2004発売）

• 製本 Hardcover:ハードカバー版／ページ数 350 p.
• 商品コード 9781852336714

基本説明

Presents new techniques on (a) gene expression data mining, (b) gene mapping for disease detection, and (c) phylogenetic knowledge discovery, etc.

Full Description

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.