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Books > Computing & IT > Applications of computing > Databases > Data mining
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Bioinformatics Database Systems (Paperback)
Loot Price: R1,395
Discovery Miles 13 950
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Bioinformatics Database Systems (Paperback)
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Modern biological databases comprise not only data, but also
sophisticated query facilities and bioinformatics data analysis
tools. This book provides an exploration through the world of
Bioinformatics Database Systems. The book summarizes the popular
and innovative bioinformatics repositories currently available,
including popular primary genetic and protein sequence databases,
phylogenetic databases, structure and pathway databases, microarray
databases and boutique databases. It also explores 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. Biological
data integration issues are also covered in-depth, and the book
demonstrates how data integration can create new repositories to
address the needs of the biological communities. It also presents
typical data integration architectures employed in current
bioinformatics databases. The latter part of the book covers
biological data mining and biological data processing approaches
using cloud-based technologies. General data mining approaches are
discussed, as well as specific data mining methodologies that have
been successfully deployed in biological data mining applications.
Two biological data mining case studies are also included to
illustrate how data, query, and analysis methods are integrated
into user-friendly systems. Aimed at researchers and developers of
bioinformatics database systems, the book is also useful as a
supplementary textbook for a one-semester upper-level undergraduate
course, or an introductory graduate bioinformatics course.
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