Theoretical Computer Science and General Issues

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics

10th European Conference, EvoBIO 2012, Málaga, Spain, April 11-13, 2012, Proceedings

Editors: Giacobini, Mario, Vanneschi, Leonardo, Bush, William S. (Eds.)

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About this book

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.

Table of contents (23 chapters)

  • Automatic Task Decomposition for the NeuroEvolution of Augmenting Topologies (NEAT) Algorithm

    Manning, Timmy (et al.)

    Pages 1-12

  • Evolutionary Reaction Systems

    Manzoni, Luca (et al.)

    Pages 13-25

  • Optimizing the Edge Weights in Optimal Assignment Methods for Virtual Screening with Particle Swarm Optimization

    Rosenbaum, Lars (et al.)

    Pages 26-37

  • Lévy-Flight Genetic Programming: Towards a New Mutation Paradigm

    Darabos, Christian (et al.)

    Pages 38-49

  • Understanding Zooplankton Long Term Variability through Genetic Programming

    Marini, Simone (et al.)

    Pages 50-61

Buy this book

eBook $54.99
price for USA (gross)
  • ISBN 978-3-642-29066-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA
  • ISBN 978-3-642-29065-7
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
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Bibliographic Information

Bibliographic Information
Book Title
Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Book Subtitle
10th European Conference, EvoBIO 2012, Málaga, Spain, April 11-13, 2012, Proceedings
Editors
  • Mario Giacobini
  • Leonardo Vanneschi
  • William S. Bush
Series Title
Theoretical Computer Science and General Issues
Series Volume
7246
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-29066-4
DOI
10.1007/978-3-642-29066-4
Softcover ISBN
978-3-642-29065-7
Edition Number
1
Number of Pages
XIII, 255
Number of Illustrations and Tables
76 b/w illustrations
Topics