Bioinformatics Database Systems
pdf | 6.42 MB | English | Author :Kevin Byron | B01NBMADXW | 2016

Book Description :

Modern biologicadatabases comprise not only data, but alssophisticated query facilities and bioinformatics data analysis tools. This booprovides an exploration through the world of Bioinformatics Database Systems.

The boosummarizes the populaand innovative bioinformatics repositories currently available, including populaprimary genetiand protein sequence databases, phylogenetidatabases, structure and pathway databases, microarray databases and boutique databases. It alsexplores the data quality and information integration issues currently involved with managing bioinformatics databases, including data quality issues that have been observed, and efforts in the data cleaning field.

Biologicadata integration issues are alscovered in-depth, and the boodemonstrates how data integration can create new repositories taddress the needs of the biologicacommunities. It alspresents typicadata integration architectures employed in current bioinformatics databases.

The lattepart of the boocovers biologicadata mining and biologicadata processing approaches using cloud-based technologies. Generadata mining approaches are discussed, as welas specifidata mining methodologies that have been successfully deployed in biologicadata mining applications. Twbiologicadata mining case studies are alsincluded tillustrate how data, query, and analysis methods are integrated intuser-friendly systems.

Aimed at researchers and developers of bioinformatics database systems, the boois alsusefuas a supplementary textboofoa one-semesteupper-leveundergraduate course, oan introductory graduate bioinformatics course.

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