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Emerging Trends in Applications and Infrastructures for Computational Biology, Bioinformatics, and Systems Biology
Systems and Applications
Through an explanation of the latest trends and techniques being used in computational biology, bioinformatics, and systems biology, this book explores each with an emphasis on their applications and infrastructures.
Hamid R Arabnia (Author), Quoc Nam Tran (Author)
9780128042038, Elsevier Science
Paperback, published 22 March 2016
592 pages
23.4 x 19 x 3.6 cm, 0.45 kg
Emerging Trends in Applications and Infrastructures for Computational Biology, Bioinformatics, and Systems Biology: Systems and Applications covers the latest trends in the field with special emphasis on their applications. The first part covers the major areas of computational biology, development and application of data-analytical and theoretical methods, mathematical modeling, and computational simulation techniques for the study of biological and behavioral systems. The second part covers bioinformatics, an interdisciplinary field concerned with methods for storing, retrieving, organizing, and analyzing biological data. The book also explores the software tools used to generate useful biological knowledge. The third part, on systems biology, explores how to obtain, integrate, and analyze complex datasets from multiple experimental sources using interdisciplinary tools and techniques, with the final section focusing on big data and the collection of datasets so large and complex that it becomes difficult to process using conventional database management systems or traditional data processing applications.
Part I: COMPUTATIONAL BIOLOGY - METHODOLOGIES AND ALGORITHMS Part II: BIOINFORMATICS, SIMULATION, DATA MINING, PATTERN DISCOVERY, AND PREDICTION METHODS Part III: SYSTEMS BIOLOGY AND BIOLOGICAL PROCESSES Part IV: DATA ANALYTICS AND NUMERICAL MODELING IN COMPUTATIONAL BIOLOGY AND BIOINFORMATICS Part V: MEDICAL APPLICATIONS AND SYSTEMS
Subject Areas: Enterprise software [UFL], Medical bioinformatics [MBF]
