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SEKE
2007
Springer
14 years 1 months ago
An Approach to Software Testing of Machine Learning Applications
Some machine learning applications are intended to learn properties of data sets where the correct answers are not already known to human users. It is challenging to test such ML ...
Chris Murphy, Gail E. Kaiser, Marta Arias
WOSP
1998
ACM
13 years 11 months ago
Performance testing of software systems
ÐAn approach to software performance testing is discussed. A case study describing the experience of using this approach for testing the performance of a system used as a gateway ...
Filippos I. Vokolos, Elaine J. Weyuker
ICSM
2007
IEEE
14 years 1 months ago
Applying Interface-Contract Mutation in Regression Testing of Component-Based Software
Regression testing, which plays an important role in software maintenance, usually relies on test adequacy criteria to select and prioritize test cases. However, with the wide use...
Shan-Shan Hou, Lu Zhang, Tao Xie, Hong Mei, Jiasu ...
ICARIS
2007
Springer
14 years 1 months ago
Immune and Evolutionary Approaches to Software Mutation Testing
We present an Immune Inspired Algorithm, based on CLONALG, for software test data evolution. Generated tests are evaluated using the mutation testing adequacy criteria, and used to...
Peter May, Jon Timmis, Keith Mander
ICSE
2008
IEEE-ACM
14 years 8 months ago
The effect of program and model structure on mc/dc test adequacy coverage
Ajitha Rajan, Michael W. Whalen, Mats Per Erik Hei...