Book Volume 4973 2008

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics

6th European Conference, EvoBIO 2008, Naples, Italy, March 26-28, 2008. Proceedings


ISBN: 978-3-540-78756-3 (Print) 978-3-540-78757-0 (Online)

Table of contents (18 chapters)

  1. Front Matter

    Pages -

  2. Chapter

    Pages 1-11

    A Hybrid Random Subspace Classifier Fusion Approach for Protein Mass Spectra Classification

  3. Chapter

    Pages 12-23

    Using Ant Colony Optimization-Based Selected Features for Predicting Post-synaptic Activity in Proteins

  4. Chapter

    Pages 24-35

    Generating Linkage Disequilibrium Patterns in Data Simulations Using genomeSIMLA

  5. Chapter

    Pages 36-47

    DEEPER: A Full Parsing Based Approach to Protein Relation Extraction

  6. Chapter

    Pages 48-60

    Improving the Performance of Hierarchical Classification with Swarm Intelligence

  7. Chapter

    Pages 61-70

    Protein Interaction Inference Using Particle Swarm Optimization Algorithm

  8. Chapter

    Pages 71-82

    Divide, Align and Full-Search for Discovering Conserved Protein Complexes

  9. Chapter

    Pages 83-94

    Detection of Quantitative Trait Associated Genes Using Cluster Analysis

  10. Chapter

    Pages 95-105

    Frequent Subsplit Representation of Leaf-Labelled Trees

  11. Chapter

    Pages 106-116

    Inference on Missing Values in Genetic Networks Using High-Throughput Data

  12. Chapter

    Pages 117-128

    Mining Gene Expression Patterns for the Discovery of Overlapping Clusters

  13. Chapter

    Pages 129-140

    Development and Evaluation of an Open-Ended Computational Evolution System for the Genetic Analysis of Susceptibility to Common Human Diseases

  14. Chapter

    Pages 141-152

    Gene Selection and Cancer Microarray Data Classification Via Mixed-Integer Optimization

  15. Chapter

    Pages 153-164

    Detection of Protein Complexes in Protein Interaction Networks Using n-Clubs

  16. Chapter

    Pages 165-176

    Learning Gaussian Graphical Models of Gene Networks with False Discovery Rate Control

  17. Chapter

    Pages 177-187

    Enhancing Parameter Estimation of Biochemical Networks by Exponentially Scaled Search Steps

  18. Chapter

    Pages 188-199

    A Wrapper-Based Feature Selection Method for ADMET Prediction Using Evolutionary Computing

  19. Chapter

    Pages 200-211

    On the Convergence of Protein Structure and Dynamics. Statistical Learning Studies of Pseudo Folding Pathways

  20. Back Matter

    Pages -