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Advanced Data Mining Technologies in Bioinformatics.


1591408644

Advanced data mining technologies in bioinformatics.

Ed. by Hui-Hwang Hsu.

Idea Group Publishing

2006

329 pages

$79.95

Paperback

QH324

Writing for advanced undergraduates, graduate students or professionals in computer science, computer engineering or management information systems with emphasis in bioinformatics, this collection of 16 articles that work as comprehensive chapters describes basic to advanced theories, procedures, functions and techniques. They cover the basics of data mining, hierarchical profiling, scoring and applications, methods and practices of combining multiple scoring systems Noun 1. scoring system - a system of classifying according to quality or merit or amount
rating system

classification system - a system for classifying things
, DNA sequence DNA sequence Genetics The precise order of bases–A,T,G,C–in a segment of DNA, gene, chromosome, or an entire genome. See Base pair, Base sequence analysis, Chromosome, Gene, Genome.  visualization Using the computer to convert data into picture form. The most basic visualization is that of turning transaction data and summary information into charts and graphs. Visualization is used in computer-aided design (CAD) to render screen images into 3D models that can be viewed from all , proteomics with mass spectrometry mass spectrometry
 or mass spectroscopy

Analytic technique by which chemical substances are identified by sorting gaseous ions by mass using electric and magnetic fields.
, analysis of large phylogenic datasets, algorithmic aspects of protein threading, hybrid approaches to pattern differentiation and formulations for heterogeneous genomic data, clustering techniques without parameters for gene expression analysis, joint discriminatory gene selection for the molecular classification of cancer, a haplotype haplotype /hap·lo·type/ (-tip) the group of alleles of linked genes, e.g., the HLA complex, contributed by either parent; the haploid genetic constitution contributed by either parent.

hap·lo·type
n.
 analysis system for genes in common diseases, a Bayesian framework for improving the clustering accuracy of protein sequences based on association rules, in-silico recognition of protein-to-protein interactions, understanding annotations in protein interaction networks, mining "BioLiterature" for automatic annotation 1. (programming, compiler) annotation - Extra information associated with a particular point in a document or program. Annotations may be added either by a compiler or by the programmer.  of genes and proteins, and comparative genome annotation systems.

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Publication:SciTech Book News
Article Type:Book Review
Date:Sep 1, 2006
Words:183
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