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
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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)
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A New Framework for Co-clustering of Gene Expression Data
Pages 1-12
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Biclustering of Expression Microarray Data Using Affinity Propagation
Pages 13-24
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A Two-Way Bayesian Mixture Model for Clustering in Metagenomics
Pages 25-36
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CRiSPy-CUDA: Computing Species Richness in 16S rRNA Pyrosequencing Datasets with CUDA
Pages 37-49
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New Gene Subset Selection Approaches Based on Linear Separating Genes and Gene-Pairs
Pages 50-62
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Table of contents (29 chapters)
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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 Germany, part of Springer Nature
- 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
