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Bioinformatics technologies

Contributor(s): Chen, Yi-Ping Phoebe [Editor].
Publisher: New York SpringerVerlag 2005Description: xv, 396 p. With 129 Figures and 50 Tables.ISBN: 9783540208730.Subject(s): Bioinformatics | Bioinformatics - Computational Biology | Biotechnology - Database Management Systems | Bio-informatica - Data mining - Dataprocessing - Data-analysisDDC classification: 570.285 Summary: Solving modern biological problems requires advanced computational methods. Bio informatics evolved from the active interaction of two fast-developing disciplines, biology and information technology. The central issue of this emerging field is the transformation of often distributed and unstructured biological data into meaningful information. This book describes the application of well-established concepts and techniques from areas like data mining, machine learning, database technologies, and visualization techniques to problems like protein data analysis, genome analysis and sequence databases. Chen has collected contributions from leading researchers in each area. The chapters can be read independently, as each offers a complete overview of its specific area, or, combined, this monograph is a comprehensive treatment that will appeal to students, researchers, and RandD professionals in industry who need a state-of-the-art introduction into this challenging and exciting young field.
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Solving modern biological problems requires advanced computational methods. Bio informatics evolved from the active interaction of two fast-developing disciplines, biology and information technology. The central issue of this emerging field is the transformation of often distributed and unstructured biological data into meaningful information. This book describes the application of well-established concepts and techniques from areas like data mining, machine learning, database technologies, and visualization techniques to problems like protein data analysis, genome analysis and sequence databases. Chen has collected contributions from leading researchers in each area. The chapters can be read independently, as each offers a complete overview of its specific area, or, combined, this monograph is a comprehensive treatment that will appeal to students, researchers, and RandD professionals in industry who need a state-of-the-art introduction into this challenging and exciting young field.

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