Chapter 4. ADaM Services: Scientific Data Mining in the Service-Oriented Architecture Paradigm

  1. Werner Dubitzky
  1. Rahul Ramachandran,
  2. Sara Graves,
  3. John Rushing,
  4. Ken Keizer,
  5. Manil Maskey,
  6. Hong Lin and
  7. Helen Conover

Published Online: 22 JUN 2009

DOI: 10.1002/9780470699904.ch4

Data Mining Techniques in Grid Computing Environments

Data Mining Techniques in Grid Computing Environments

How to Cite

Ramachandran, R., Graves, S., Rushing, J., Keizer, K., Maskey, M., Lin, H. and Conover, H. (2008) ADaM Services: Scientific Data Mining in the Service-Oriented Architecture Paradigm, in Data Mining Techniques in Grid Computing Environments (ed W. Dubitzky), John Wiley & Sons, Ltd, Chichester, UK. doi: 10.1002/9780470699904.ch4

Editor Information

  1. Biomedical Sciences Research Institute, University of Ulster, Coleraine, United Kingdom

Author Information

  1. Information Technology & Systems Center, The University of Alabama, Huntsville, USA

Publication History

  1. Published Online: 22 JUN 2009
  2. Published Print: 14 NOV 2008

ISBN Information

Print ISBN: 9780470512586

Online ISBN: 9780470699904

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Keywords:

  • Algorithm Development and Mining System (ADaM);
  • service-oriented architecture (SOA) paradigm and ADaM;
  • ADaM system architecture;
  • ADaM Toolkit data mining algorithm;
  • mining web services;
  • NASA's Moderate Resolution Imaging Spectrometer (MODIS) imagery;
  • data staging - datacentric and Web service-centric;
  • Grid Mining Service architecture;
  • ADaM redesigned Toolkit - Web and grid services

Summary

This chapter contains sections titled:

  • Introduction

  • ADaM system overview

  • ADaM toolkit overview

  • Mining in a service-oriented architecture

  • Mining web services

  • Mining grid services

  • Summary

  • References