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» The data mining approach to automated software testing
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SEKE
2007
Springer
15 years 3 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
QSIC
2003
IEEE
15 years 2 months ago
Character String Predicate Based Automatic Software Test Data Generation
A character string is an important element in programming. A problem that needs further research is how to automatically generate software test data for character strings. This pa...
Ruilian Zhao, Michael R. Lyu
XPU
2010
Springer
14 years 8 months ago
Extreme Product Line Engineering - Refactoring for Variability: A Test-Driven Approach
Software product lines - families of similar but not identical software products - need to address the issue of feature variability. That is, a single feature might require various...
Yaser Ghanam, Frank Maurer
ICDE
2007
IEEE
133views Database» more  ICDE 2007»
15 years 11 months ago
Programming Patterns for Architecture-Level Software Optimizations on Frequent Pattern Mining
One very important application in the data mining domain is frequent pattern mining. Various authors have worked on improving the efficiency of this computation, mostly focusing o...
Mingliang Wei, Changhao Jiang, Marc Snir
IUI
2012
ACM
13 years 5 months ago
Towards automatic functional test execution
As applications are developed, functional tests ensure they continue to function as expected. Nowadays, functional testing is mostly done manually, with human testers verifying a ...
Pablo Pedemonte, Jalal Mahmud, Tessa Lau