Emerging Trends in Computational Biology, Bioinformatics, and Systems Biology: Algorithms and Software Tools
Algorithms And Software Tools
- Editore:
MORGAN KAUFMANN PUBL INC
- Collana:
- Emerging Trends in Computer Sc
- EAN:
9780128025086
- ISBN:
0128025085
- Pagine:
- 670
- Formato:
- Paperback
- Lingua:
- Inglese
Descrizione Emerging Trends in Computational Biology, Bioinformatics, and Systems Biology: Algorithms and Software Tools
Emerging Trends in Computational Biology, Bioinformatics, and Systems Biology discusses the latest in all aspects of computational biology, bioinformatics, and systems biology and the application of data-analytical and algorithms, mathematical modeling and simulation techniques. Part I: Computational Biology discusses the development and application of data-analytical and theoretical methods, mathematical modeling and computational simulation techniques. Part II: Bioinformatics: Databases, Data Mining and Pattern Discovery focuses on how to use methods for storing, retrieving, organizing and analyzing biological data which are fundamentally extensions of techniques used in computing. Part III: Systems Biology explains how to obtain, integrate and analyze complex data sets from multiple experimental sources using interdisciplinary tools while taking into consideration the evolving nature of the field. Part IV: Big Data and Data Analytics in Computational Biology and Informatics presents strategies and techniques using robust Big Data tools for dealing with the collection of data sets so large and complex that they are difficult to process using conventional database management systems or traditional data processing applications.
