Produktbild: Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics

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10th European Conference, EvoBIO 2012, Málaga, Spain, April 11-13,2012, Proceedings, Lecture Notes in Computer Science 7246 – Theoretical Computer Science and General Issues

ISBN: 3642290655
ISBN 13: 9783642290657
Herausgeber: Mario Giacobini/Leonardo Vanneschi/William S Bush
Verlag: Springer Verlag GmbH
Umfang: xiii, 255 S., 76 s/w Illustr., 255 p. 76 illus.
Erscheinungsdatum: 28.03.2012
Auflage: 1/2012
Produktform: Kartoniert
Einband: Kartoniert

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.

Artikelnummer: 2558003 Kategorie:

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