465 citations · 561 across the 5 of their papers we have counts for
5 papers
Testing Multiple Linear Regression Systems with Metamorphic Testing
Quang-Hung Luu, Man F. Lau, Sebastian P. H. Ng +1
Regression is one of the most commonly used statistical techniques. However, testing regression systems is a great challenge because of the absence of test oracle in general. In th…
Using Metamorphic Relations to Verify and Enhance Artcode Classification
Liming Xu, Dave Towey, Andrew French +3
Software testing is often hindered where it is impossible or impractical to determine the correctness of the behaviour or output of the software under test (SUT), a situation known…
Identification of Failure Regions for Programs with Numeric Inputs
Rubing Huang, Weifeng Sun, Tsong Yueh Chen +2
Failure region, where failure-causing inputs reside, has provided many insights to enhance testing effectiveness of many testing methods. Failure region may also provide some impor…
Metamorphic Testing: A New Approach for Generating Next Test Cases
T. Y. Chen, S. C. Cheung, S. M. Yiu
In software testing, a set of test cases is constructed according to some predefined selection criteria. The software is then examined against these test cases. Three interesting o…
METTLE: a METamorphic testing approach to assessing and validating unsupervised machine LEarning systems
Xiaoyuan Xie, Zhiyi Zhang, Tsong Yueh Chen +3
Unsupervised machine learning is the training of an artificial intelligence system using information that is neither classified nor labeled, with a view to modeling the underlying…