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Humana Data Mining Techniques for Life Sciences - Methods in Molecular Biology

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Description

Data Mining Techniques for the Life Sciences, Second Edition is an essential guide for researchers working with biological data and macromolecular structures. This comprehensive volume from Humana's Methods in Molecular Biology series (volume 1415) covers critical databases and data mining tools used across the life sciences. The book walks readers through archives of three-dimensional macromolecular structures, protein-protein interaction databases, and thermodynamics information on protein and mutant stability. It introduces specialised resources like the Kbdock protein domain structure database and PDB_REDO databank, whilst addressing practical challenges such as handling erroneous sequences and applying substitution matrices. Researchers will find detailed coverage of RNA sequence alignment tools, procedures for kinase family and subfamily classification, and innovative methods for predicting protein crystallizability. The volume also explores metabolomics data and drug-target interaction analysis, making it an invaluable resource for computational biologists, bioinformaticians, and molecular researchers seeking to leverage data mining for structural and functional insights.

Key Features

Second Edition of Data Mining Techniques for the Life Sciences provides updated methods and comprehensive coverage of current biological databases and tools.

Detailed guidance on macromolecular three-dimensional structure archives and protein-protein interaction databases for structural analysis and validation.

Includes practical approaches to protein thermodynamics, mutant stability information, and the Kbdock protein domain structure database for structural characterisation.

Covers RNA sequence alignment tools and kinase family classification procedures essential for evolutionary and functional genomics research.

Explores protein crystallizability prediction tools and metabolomics data analysis to accelerate experimental design and drug discovery workflows.

Part of Humana's Methods in Molecular Biology series (volume 1415), providing peer-reviewed protocols suitable for laboratory and computational applications.

Product Specifications

Brand
Humana
Format
hardcover
Domain
Amazon UK
Release Date
05 May 2016
Listed Since
27 November 2015

Barcode

No barcode data available

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