Book Volume 7833 2013

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics

11th European Conference, EvoBIO 2013, Vienna, Austria, April 3-5, 2013. Proceedings

Editors:

ISBN: 978-3-642-37188-2 (Print) 978-3-642-37189-9 (Online)

Table of contents (19 chapters)

  1. Front Matter

    Pages -

  2. Oral Contributions

    1. No Access

      Chapter

      Pages 1-10

      Multiple Threshold Spatially Uniform ReliefF for the Genetic Analysis of Complex Human Diseases

    2. No Access

      Chapter

      Pages 11-22

      Time-Point Specific Weighting Improves Coexpression Networks from Time-Course Experiments

    3. No Access

      Chapter

      Pages 23-34

      Inferring Human Phenotype Networks from Genome-Wide Genetic Associations

    4. No Access

      Chapter

      Pages 35-42

      Knowledge-Constrained K-Medoids Clustering of Regulatory Rare Alleles for Burden Tests

    5. No Access

      Chapter

      Pages 43-55

      Feature Selection and Classification of High Dimensional Mass Spectrometry Data: A Genetic Programming Approach

    6. No Access

      Chapter

      Pages 56-67

      Structured Populations and the Maintenance of Sex

    7. No Access

      Chapter

      Pages 68-79

      Hybrid Multiobjective Artificial Bee Colony with Differential Evolution Applied to Motif Finding

    8. No Access

      Chapter

      Pages 80-91

      ACO-Based Bayesian Network Ensembles for the Hierarchical Classification of Ageing-Related Proteins

    9. No Access

      Chapter

      Pages 92-103

      Dimensionality Reduction via Isomap with Lock-Step and Elastic Measures for Time Series Gene Expression Classification

    10. No Access

      Chapter

      Pages 104-116

      Supervising Random Forest Using Attribute Interaction Networks

  3. Poster Contributions

    1. No Access

      Chapter

      Pages 117-128

      Hybrid Genetic Algorithms for Stress Recognition in Reading

    2. No Access

      Chapter

      Pages 129-140

      Optimal Use of Biological Expert Knowledge from Literature Mining in Ant Colony Optimization for Analysis of Epistasis in Human Disease

    3. No Access

      Chapter

      Pages 141-152

      A Multiobjective Proposal Based on the Firefly Algorithm for Inferring Phylogenies

    4. No Access

      Chapter

      Pages 153-164

      Mining for Variability in the Coagulation Pathway: A Systems Biology Approach

    5. No Access

      Chapter

      Pages 165-176

      Improving the Performance of CGPANN for Breast Cancer Diagnosis Using Crossover and Radial Basis Functions

    6. No Access

      Chapter

      Pages 177-187

      An Evolutionary Approach to Wetlands Design

    7. No Access

      Chapter

      Pages 188-199

      Impact of Different Recombination Methods in a Mutation-Specific MOEA for a Biochemical Application

    8. No Access

      Chapter

      Pages 200-211

      Cell-Based Metrics Improve the Detection of Gene-Gene Interactions Using Multifactor Dimensionality Reduction

    9. No Access

      Chapter

      Pages 212-215

      Emergence of Motifs in Model Gene Regulatory Networks

  4. Back Matter

    Pages -