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Multivariate visualization in observation-based testing

Published: 01 June 2000 Publication History

Abstract

We explore the use of multivariate visualization techniques to support a new approach to test data selection, called observation-based testing. Applications of multivariate visualization are described, including: evaluating and improving synthetic tests; filtering regression test suites; filtering captured operational executions; comparing test suites; and assessing bug reports. These applications are illustrated by the use of correspondence analysis to analyze test inputs for the GNU GCC compiler.

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cover image ACM Conferences
ICSE '00: Proceedings of the 22nd international conference on Software engineering
June 2000
843 pages
ISBN:1581132069
DOI:10.1145/337180
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Published: 01 June 2000

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Author Tags

  1. correspondence analysis
  2. data visualization
  3. multivariate data analysis
  4. multivariate visualization
  5. observation-based testing
  6. software testing

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