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SEKE
2007
Springer
15 years 6 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
TRUSTBUS
2004
Springer
15 years 5 months ago
Privacy Preserving Data Generation for Database Application Performance Testing
Abstract. Synthetic data plays an important role in software testing. In this paper, we initiate the study of synthetic data generation models for the purpose of application softwa...
Yongge Wang, Xintao Wu, Yuliang Zheng
STTT
2011
161views more  STTT 2011»
14 years 6 months ago
Automating regression testing using web-based application similarities
Web-based applications are one of the most widely used types of software, and have become the backbone of many e-commerce and communications businesses. These applications are ofte...
Kinga Dobolyi, Elizabeth Soechting, Westley Weimer
SIGSOFT
2004
ACM
15 years 5 months ago
Using an SQL coverage measurement for testing database applications
Many software applications have a component based on database management systems in which information is generally handled through SQL queries embedded in the application code. Wh...
María José Suárez Cabal, Javi...
VLDB
2005
ACM
109views Database» more  VLDB 2005»
15 years 5 months ago
Parallel Execution of Test Runs for Database Application Systems
In a recent paper [8], it was shown how tests for database application systems can be executed efficiently. The challenge was to control the state of the database during testing ...
Florian Haftmann, Donald Kossmann, Eric Lo