Data Mining and Bioinformatics

First International Workshop, VDMB 2006, Seoul, Korea, September 11, 2006, Revised Selected Papers

Editors:

ISBN: 978-3-540-68970-6 (Print) 978-3-540-68971-3 (Online)

Table of contents (16 chapters)

  1. Front Matter

    Pages -

  2. No Access

    Book Chapter

    Pages 1-1

    Bioinformatics at Microsoft Research

  3. No Access

    Book Chapter

    Pages 2-13

    A Novel Approach for Effective Learning of Cluster Structures with Biological Data Applications

  4. No Access

    Book Chapter

    Pages 14-28

    Subspace Clustering of Microarray Data Based on Domain Transformation

  5. No Access

    Book Chapter

    Pages 29-39

    Bayesian Hierarchical Models for Serial Analysis of Gene Expression

  6. No Access

    Book Chapter

    Pages 40-49

    Applying Gaussian Distribution-Dependent Criteria to Decision Trees for High-Dimensional Microarray Data

  7. No Access

    Book Chapter

    Pages 50-64

    A Biological Text Retrieval System Based on Background Knowledge and User Feedback

  8. No Access

    Book Chapter

    Pages 65-77

    Automatic Annotation of Protein Functional Class from Sparse and Imbalanced Data Sets

  9. No Access

    Book Chapter

    Pages 78-93

    Bioinformatics Data Source Integration Based on Semantic Relationships Across Species

  10. No Access

    Book Chapter

    Pages 94-105

    An Efficient Storage Model for the SBML Documents Using Object Databases

  11. No Access

    Book Chapter

    Pages 106-119

    Identification of Phenotype-Defining Gene Signatures Using the Gene-Pair Matrix Based Clustering

  12. No Access

    Book Chapter

    Pages 120-130

    TP+Close: Mining Frequent Closed Patterns in Gene Expression Datasets

  13. No Access

    Book Chapter

    Pages 131-145

    Exploring Essential Attributes for Detecting MicroRNA Precursors from Background Sequences

  14. No Access

    Book Chapter

    Pages 146-157

    A Gene Structure Prediction Program Using Duration HMM

  15. No Access

    Book Chapter

    Pages 158-169

    An Approximate de Bruijn Graph Approach to Multiple Local Alignment and Motif Discovery in Protein Sequences

  16. No Access

    Book Chapter

    Pages 170-184

    Discovering Consensus Patterns in Biological Databases

  17. No Access

    Book Chapter

    Pages 185-195

    Comparison of Modularization Methods in Application to Different Biological Networks

  18. Back Matter

    Pages -