Book Volume 8452 2014

Computational Intelligence Methods for Bioinformatics and Biostatistics

10th International Meeting, CIBB 2013, Nice, France, June 20-22, 2013, Revised Selected Papers

Editors:

ISBN: 978-3-319-09041-2 (Print) 978-3-319-09042-9 (Online)

Table of contents (19 chapters)

  1. Front Matter

    Pages I-XIII

  2. Keynote Speaker

    1. Front Matter

      Pages 1-1

    2. No Access

      Chapter

      Pages 3-12

      Dynamic Gaussian Graphical Models for Modelling Genomic Networks

  3. Bioinformatics Regular Session

    1. Front Matter

      Pages 13-13

    2. No Access

      Chapter

      Pages 15-32

      Molecular Docking for Drug Discovery: Machine-Learning Approaches for Native Pose Prediction of Protein-Ligand Complexes

    3. No Access

      Chapter

      Pages 33-48

      BioCloud Search EnGene: Surfing Biological Data on the Cloud

    4. No Access

      Chapter

      Pages 49-61

      Genomic Sequence Classification Using Probabilistic Topic Modeling

    5. No Access

      Chapter

      Pages 62-75

      Community Detection in Protein-Protein Interaction Networks Using Spectral and Graph Approaches

    6. No Access

      Chapter

      Pages 76-89

      Weighting Scheme Methods for Enhanced Genomic Annotation Prediction

    7. No Access

      Chapter

      Pages 90-106

      French Flag Tracking by Morphogenetic Simulation Under Developmental Constraints

  4. Biostatistics Regular Session

    1. Front Matter

      Pages 107-107

    2. No Access

      Chapter

      Pages 109-124

      High–Dimensional Sparse Matched Case–Control and Case–Crossover Data: A Review of Recent Works, Description of an R Tool and an Illustration of the Use in Epidemiological Studies

    3. No Access

      Chapter

      Pages 125-136

      Piecewise Exponential Artificial Neural Networks (PEANN) for Modeling Hazard Function with Right Censored Data

    4. No Access

      Chapter

      Pages 137-148

      Writing Generation Model for Health Care Neuromuscular System Investigation

    5. No Access

      Chapter

      Pages 149-158

      Clusters Identification in Binary Genomic Data: The Alternative Offered by Scan Statistics Approach

  5. Special Session: Knowledge Based Medicine

    1. Front Matter

      Pages 159-159

    2. No Access

      Chapter

      Pages 161-177

      Reverse Engineering Methodology for Bioinformatics Based on Genetic Programming, Differential Expression Analysis and Other Statistical Methods

    3. No Access

      Chapter

      Pages 178-193

      Integration of Clinico-Pathological and microRNA Data for Intelligent Breast Cancer Relapse Prediction Systems

    4. No Access

      Chapter

      Pages 194-209

      Superresolution MUSIC Based on Marčenko-Pastur Limit Distribution Reduces Uncertainty and Improves DNA Gene Expression-Based Microarray Classification

  6. Special Session: Data Integration and Analysis in Omic-Science

    1. Front Matter

      Pages 211-211

    2. No Access

      Chapter

      Pages 213-224

      Prediction of Single-Nucleotide Polymorphisms Causative of Rare Diseases

    3. No Access

      Chapter

      Pages 225-237

      A Framework for Mining Life Sciences Data on the Semantic Web in an Interactive, Graph-Based Environment

    4. No Access

      Chapter

      Pages 238-247

      Combining Not-Proper ROC Curves and Hierarchical Clustering to Detect Differentially Expressed Genes in Microarray Experiments

    5. No Access

      Chapter

      Pages 248-258

      Fast and Parallel Algorithm for Population-Based Segmentation of Copy-Number Profiles

    6. No Access

      Chapter

      Pages 259-273

      Identification of Pathway Signatures in Parkinson’s Disease with Gene Ontology and Sparse Regularization

  7. Back Matter

    Pages 275-275