Data Mining in Biomedicine

  • Panos M. Pardalos
  • Vladimir L. Boginski
  • Alkis Vazacopoulos

Part of the Springer Optimization and Its Applications book series (SOIA, volume 7)

Table of contents

  1. Front Matter
    Pages i-xvii
  2. Recent Methodological Developments for Data Mining Problems in Biomedicine

    1. Front Matter
      Pages 1-1
    2. Sorin Alexe, Peter L. Hammer
      Pages 3-23
    3. Stanislav Busygin, Panos M. Pardalos
      Pages 25-37
    4. Dechang Chen, Zhe Zhang, Zhenqiu Liu, Xiuzhen Cheng
      Pages 39-46
    5. Zhenqiu Liu, Dechang Chen, Xue-wen Chen
      Pages 47-57
    6. Mukund Deshpande, Michihiro Kuramochi, George Karypis
      Pages 59-90
    7. Pando Georgiev, Fabian Theis, Andrzej Cichocki, Hovagim Bakardjian
      Pages 91-116
    8. Anthony Okafor, Panos Pardalos, Michelle Ragle
      Pages 117-131
    9. Weili Wu, Yingshu Li, Chih-hao Huang, Ding-Zhu Du
      Pages 133-139
    10. Hyunki Kim, Su-Shing Chen
      Pages 177-189
  3. Data Mining Techniques in Disease Diagnosis

    1. Front Matter
      Pages 191-191
    2. M. W. Brauner, N. Brauner, P. L. Hammer, I. Lozina, D. Valeyre
      Pages 193-208
    3. Giacomo Patrizi, Gabriella Addonisio, Costas Giannakakis, Andrea Onetti Muda, Gregorio Patrizi, Tullio Faraggiana
      Pages 209-230
    4. Giacomo Patrizi, Gregorio Patrizi, Luigi Di Cioccio, Claudia Bauco
      Pages 231-258
  4. Data Mining Studies in Genomics and Proteomics

    1. Front Matter
      Pages 259-259
    2. Budi Santosa, Tyrrell Conway, Theodore Trafalis
      Pages 261-274
    3. Cláudio N. Meneses, Carlos A. S. Oliveira, Panos M. Pardalos
      Pages 275-290

About this book

Keywords

Biomedicine Clustering STATISTICA algorithms bioinformatics classification computed tomography (CT) data analysis data mining dynamics linear optimization optimization statistics

Editors and affiliations

  • Panos M. Pardalos
    • 1
  • Vladimir L. Boginski
    • 2
  • Alkis Vazacopoulos
    • 3
  1. 1.University of FloridaGainesville
  2. 2.Florida State UniversityTallahassee
  3. 3.Dash OptimizationEnglewood Cliffs

Bibliographic information

  • DOI https://doi.org/10.1007/978-0-387-69319-4
  • Copyright Information Springer US 2007
  • Publisher Name Springer, Boston, MA
  • eBook Packages Biomedical and Life Sciences
  • Print ISBN 978-0-387-69318-7
  • Online ISBN 978-0-387-69319-4
  • Series Print ISSN 1931-6828
  • About this book