Data Mining in Bioinformatics (eBook, PDF)

Redaktion: Wang, Jason T. L.; Shasha, Dennis; Toivonen, Hannu; Zaki, Mohammed J.

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Springer London
• Seitenzahl: 340
• Erscheinungstermin: 2. September 2005
• Englisch
• ISBN-13: 9781846280597
• Artikelnr.: 37343410

Inhaltsangabe

Overview.- to Data Mining in Bioinformatics.- Survey of Biodata Analysis from a Data Mining Perspective.- Sequence and Structure Alignment.- AntiClustAl: Multiple Sequence Alignment by Antipole Clustering.- RNA Structure Comparison and Alignment.- Biological Data Mining.- Piecewise Constant Modeling of Sequential Data Using Reversible Jump Markov Chain Monte Carlo.- Gene Mapping by Pattern Discovery.- Predicting Protein Folding Pathways.- Data Mining Methods for a Systematics of Protein Subcellular Location.- Mining Chemical Compounds.- Biological Data Management.- Phyloinformatics: Toward a Phylogenetic Database.- Declarative and Efficient Querying on Protein Secondary Structures.- Scalable Index Structures for Biological Data.