Lecture Notes in Bioinformatics

Pattern Recognition in Bioinformatics

6th IAPR International Conference, PRIB 2011, Delft, The Netherlands, November 2-4, 2011, Proceedings

Editors: Loog, M., Wessels, L., Reinders, M.J.T., de Ridder, D. (Eds.)

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About this book

This book constitutes the refereed proceedings of the 6th International Conference on Pattern Recognition in Bioinformatics, PRIB 2011, held in Delft, The Netherlands, in November 2011. The 29 revised full papers presented were carefully reviewed and selected from 35 submissions. The papers cover the wide range of possible applications of bioinformatics in pattern recognition: novel algorithms to handle traditional pattern recognition problems such as (bi)clustering, classification and feature selection; applications of (novel) pattern recognition techniques to infer and analyze biological networks and studies on specific problems such as biological image analysis and the relation between sequence and structure. They are organized in the following topical sections: clustering, biomarker selection and classification, network inference and analysis, image analysis, and sequence, structure, and interactions.

Table of contents (29 chapters)

  • A New Framework for Co-clustering of Gene Expression Data

    Zhang, Shuzhong (et al.)

    Pages 1-12

  • Biclustering of Expression Microarray Data Using Affinity Propagation

    Farinelli, Alessandro (et al.)

    Pages 13-24

  • A Two-Way Bayesian Mixture Model for Clustering in Metagenomics

    Prabhakara, Shruthi (et al.)

    Pages 25-36

  • CRiSPy-CUDA: Computing Species Richness in 16S rRNA Pyrosequencing Datasets with CUDA

    Zheng, Zejun (et al.)

    Pages 37-49

  • New Gene Subset Selection Approaches Based on Linear Separating Genes and Gene-Pairs

    Jafarian, Amirali (et al.)

    Pages 50-62

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-3-642-24855-9
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.99
price for USA
  • ISBN 978-3-642-24854-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Pattern Recognition in Bioinformatics
Book Subtitle
6th IAPR International Conference, PRIB 2011, Delft, The Netherlands, November 2-4, 2011, Proceedings
Editors
  • Marco Loog
  • Lodewyk Wessels
  • Marcel J.T. Reinders
  • Dick de Ridder
Series Title
Lecture Notes in Bioinformatics
Series Volume
7036
Copyright
2011
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag GmbH Berlin Heidelberg
eBook ISBN
978-3-642-24855-9
DOI
10.1007/978-3-642-24855-9
Softcover ISBN
978-3-642-24854-2
Edition Number
1
Number of Pages
XII, 344
Topics