14. Classification Accuracy Based Microarray Missing Value Imputation

  1. Ion I. Mǎndoiu2 and
  2. Alexander Zelikovsky3
  1. Yi Shi,
  2. Zhipeng Cai and
  3. Guohui Lin

Published Online: 9 AUG 2007

DOI: 10.1002/9780470253441.ch14

Bioinformatics Algorithms: Techniques and Applications

Bioinformatics Algorithms: Techniques and Applications

How to Cite

Shi, Y., Cai, Z. and Lin, G. (2008) Classification Accuracy Based Microarray Missing Value Imputation, in Bioinformatics Algorithms: Techniques and Applications (eds I. I. Mǎndoiu and A. Zelikovsky), John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470253441.ch14

Editor Information

  1. 2

    Department of Computer Science and Engineering, University of Connecticut, Storrs, Connecticut, USA

  2. 3

    Department of Computer Science, Georgia State University, Atlanta, GA, USA

Author Information

  1. Department of Computing Science, University of Alberta, Edmonton, Alberta, Canada

Publication History

  1. Published Online: 9 AUG 2007
  2. Published Print: 8 FEB 2008

ISBN Information

Print ISBN: 9780470097731

Online ISBN: 9780470253441

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Keywords:

  • gene expression microarray;
  • Affymetrix GeneChip oligonucleotide (Affy) arrays;
  • Singular Value Decomposition (SVDimpute)

Summary

This chapter contains sections titled:

  • Introduction

  • Methods

  • Experimental Results

  • Discussion

  • Conclusions

  • Acknowledgments

  • References