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Lecture Notes in Bioinformatics

Computational Intelligence Methods for Bioinformatics and Biostatistics

8th International Meeting, CIBB 2011, Gargnano del Garda, Italy, June 30 - July 2, 2011, Revised Selected Papers

Editors: Biganzoli, E., Vellido, A., Ambrogi, F., Tagliaferri, R. (Eds.)

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  • ISBN 978-3-642-35686-5
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About this book

This book constitutes the thoroughly refereed post-proceedings of the 8th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2011, held in Gargnano del Garda, Italy, in June/July 2011. The 19 papers, presented together with 2 keynote speeches, were carefully reviewed and selected from 24 submissions. The papers are organized in topical sections on statistical learning, genomics, computational intelligence for health at the edge, proteomics, intelligent clinical decision support systems (i-CDSS), bioinformatics, and data clustering.

Table of contents (21 chapters)

  • Modelling the Effect of Genes on the Dynamics of Probabilistic Spiking Neural Networks for Computational Neurogenetic Modelling

    Kasabov, Nikola (et al.)

    Pages 1-9

  • Biostatistics Meets Bioinformatics in Integrating Information from Highdimensional Heterogeneous Genomic Data: Two Examples from Rare Genetic Diseases and Infectious Diseases

    Serio, Clelia (et al.)

    Pages 10-20

  • Bayesian Models for the Multi-sample Time-Course Microarray Experiments

    Angelini, Claudia (et al.)

    Pages 21-35

  • A Machine Learning Pipeline for Discriminant Pathways Identification

    Barla, Annalisa (et al.)

    Pages 36-48

  • Discovering Hidden Pathways in Bioinformatics

    Lisboa, Paulo J. G. (et al.)

    Pages 49-60

Buy this book

eBook $54.99
price for USA (gross)
  • ISBN 978-3-642-35686-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $72.00
price for USA
  • ISBN 978-3-642-35685-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Computational Intelligence Methods for Bioinformatics and Biostatistics
Book Subtitle
8th International Meeting, CIBB 2011, Gargnano del Garda, Italy, June 30 - July 2, 2011, Revised Selected Papers
Editors
  • Elia Biganzoli
  • Alfredo Vellido
  • Federico Ambrogi
  • Roberto Tagliaferri
Series Title
Lecture Notes in Bioinformatics
Series Volume
7548
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-35686-5
DOI
10.1007/978-3-642-35686-5
Softcover ISBN
978-3-642-35685-8
Edition Number
1
Number of Pages
XVI, 270
Number of Illustrations and Tables
92 b/w illustrations
Topics