Name: evolutionary computation, machine learning and data mining in bioinformatics (in English)
Price: 66.31 USD
Availability: InStock
Author: mario giacobini leonardo vanneschi william s. bush (eds.)
ISBN: 9783642290657

portada evolutionary computation, machine learning and data mining in bioinformatics (in English)

Type

Physical Book

Author

mario giacobini leonardo vanneschi william s. bush (eds.)

Collection

lecture notes in computer science vol. 7246

Year

2012

Language

English

Pages

255

ISBN

3642290655

ISBN13

9783642290657

Synopsis "evolutionary computation, machine learning and data mining in bioinformatics (in English)"

this book constitutes the refereed proceedings of the 10th european conference on evolutionary computation, machine learning and data mining in bioinformatics, evobio 2012, held in málaga, spain, in april 2012 co-located with the evo* 2012 events.
the 15 revised full papers presented together with 8 poster papers were carefully reviewed and selected from numerous submissions. computational biology is a wide and varied discipline, incorporating aspects of statistical analysis, data structure and algorithm design, machine learning, and mathematical modeling toward the processing and improved understanding of biological data. experimentalists now routinely generate new information on such a massive scale that the techniques of computer science are needed to establish any meaningful result. as a consequence, biologists now face the challenges of algorithmic complexity and tractability, and combinatorial explosion when conducting even basic analyses.