Lecture Notes in Bioinformatics

Data Mining and Bioinformatics

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

Editors: Dalkilic, Mehmet M, Kim, Sun, Yang, Jiong (Eds.)

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About this book

This volume contains the papers presented at the inaugural workshop on Data Mining and Bioinformatics at the 32nd International Conference on Very Large Data Bases (VLDB). The purpose of this workshop was to begin bringing - gether researchersfrom database, data mining, and bioinformatics areas to help leverage respective successes in each to the others. We also hope to expose the richness, complexity, and challenges in this area that involves mining very large complex biological data that will only grow in size and complexity as geno- scale high-throughput techniques become more routine. The problems are s- ?ciently di?erent enough from traditional data mining problems (outside of life sciences) that novel approaches must be taken to data mine in this area. The workshop was held in Seoul, Korea, on September 11, 2006. We received 30 submissions in response to the call for papers. Each subm- sion was assigned to at least three members of the Program Committee. The Program Committee discussed the submission electronically, judging them on their importance, originality, clarity, relevance, and appropriateness to the - pected audience. The Program Committee selected 15 papers for presentation. These papers arein the areasof microarraydata analysis, bioinformaticssystem and text retrieval, application of gene expression data, and sequence analysis. Because of the format of the workshop and the high number of submissions, many good papers could not be included.

Table of contents (16 chapters)

  • Bioinformatics at Microsoft Research

    Mercer, Simon

    Pages 1-1

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

    Shin, Miyoung

    Pages 2-13

  • Subspace Clustering of Microarray Data Based on Domain Transformation

    Jun, Jongeun (et al.)

    Pages 14-28

  • Bayesian Hierarchical Models for Serial Analysis of Gene Expression

    Nam, Seungyoon (et al.)

    Pages 29-39

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

    Wan, Raymond (et al.)

    Pages 40-49

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-3-540-68971-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.99
price for USA
  • ISBN 978-3-540-68970-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Data Mining and Bioinformatics
Book Subtitle
First International Workshop, VDMB 2006, Seoul, Korea, September 11, 2006, Revised Selected Papers
Editors
  • Mehmet M Dalkilic
  • Sun Kim
  • Jiong Yang
Series Title
Lecture Notes in Bioinformatics
Series Volume
4316
Copyright
2006
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-68971-3
DOI
10.1007/11960669
Softcover ISBN
978-3-540-68970-6
Edition Number
1
Number of Pages
VIII, 198
Topics