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» The data mining approach to automated software testing
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KBSE
2010
IEEE
13 years 6 months ago
An experience report on scaling tools for mining software repositories using MapReduce
The need for automated software engineering tools and techniques continues to grow as the size and complexity of studied systems and analysis techniques increase. Software enginee...
Weiyi Shang, Bram Adams, Ahmed E. Hassan
SIGMOD
2008
ACM
120views Database» more  SIGMOD 2008»
14 years 8 months ago
Focused iterative testing: a test automation case study
Timing-related defects are among the most difficult types of defects to catch while testing software. They are by definition difficult to reproduce and hence they are difficult to...
Mechelle Gittens, Pramod Gupta, David Godwin, Hebe...
KBSE
1997
IEEE
14 years 28 days ago
Genetic Algorithms for Dynamic Test Data Generation
In software testing, it is often desirable to find test inputs that exercise specific program features. To find these inputs by hand is extremely time-consuming, especially whe...
Christoph C. Michael, Gary McGraw, Michael Schatz,...
KDD
2000
ACM
142views Data Mining» more  KDD 2000»
14 years 9 days ago
Automating exploratory data analysis for efficient data mining
Having access to large data sets for the purpose of predictive data mining does not guarantee good models, even when the size of the training data is virtually unlimited. Instead,...
Jonathan D. Becher, Pavel Berkhin, Edmund Freeman
KBSE
2008
IEEE
14 years 3 months ago
An Automated Test Code Generation Method for Web Applications using Activity Oriented Approach
—Automated tests are important for Web applications as they grow more complex day by day. Web application testing frameworks have emerged to help satisfy this need. However, used...
David A. Turner, Moonju Park, Jaehwan Kim, Jinseok...