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Humana Data Mining Techniques for the Life Sciences 1415

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Description

Explore the essential methodologies of biological data analysis with Data Mining Techniques for the Life Sciences, Second Edition. This volume provides a comprehensive guide to the various databases and tools used in modern biological research. Readers can navigate through archives of macromolecular three-dimensional structures and protein-protein interaction databases to better understand molecular behavior. This resource covers a wide range of technical subjects, including thermodynamics information on protein and mutant stability, the Kbdock protein domain structure database, and the PDB_REDO databank. It also addresses practical challenges such as handling erroneous sequences and using substitution matrices. For researchers focused on sequence analysis, the text offers tools to align RNA sequences and interesting procedures for kinase family and subfamily classifications. Beyond protein structures, this book includes information on predicting protein crystallizability, metabolomics data, and drug-target interactions. It serves as a practical reference for scientists looking to master the data mining tools necessary for advanced life science research and molecular biology studies.

Key Features

Provides detailed guidance on archives of macromolecular three-dimensional structures and protein-protein interaction databases.

Includes technical information on thermodynamics regarding protein and mutant stability for advanced research.

Covers specialized resources like the Kbdock protein domain structure database and the PDB_REDO databank.

Offers practical tools for RNA sequence alignment and handling erroneous sequences within datasets.

Explains procedures for kinase family and subfamily classifications to assist in molecular studies.

Contains information on predicting protein crystallizability and analyzing metabolomics data.

Supports drug-target interaction research through specialized data mining methodologies.

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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