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Software Engineer (MATLAB/Simulink) at Datafin Recruitment

Software Engineer (MATLAB/Simulink) at Datafin Recruitment
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Cape Town , Western Cape , South Africa , United States , Btechb Eng , Software Development , Software Verification , Engineering Service Provider , Software Engineer , Electronic Engineering , Vehicle Control Units , Body Control Units , Verbal Communication ,

"Using metamorphic relations to verify and enhance Artcode classificati" by Liming Xu, Dave Towey et al.

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 as the oracle problem. An example of an area facing the oracle problem is automatic image classification, using machine learning to classify an input image as one of a set of predefined classes. An approach to software testing that alleviates the oracle problem is metamorphic testing (MT). While traditional software testing examines the correctness of individual test cases, MT instead examines the relations amongst multiple executions of test cases and their outputs. These relations are called metamorphic relations (MRs): if an MR is found to be violated, then a fault must exist in the SUT. This paper examines the problem of classifying images containing visually hidden markers called Artcodes, and applies MT to verify and enhance the trained classifiers. This paper further examines two MRs, Separation and O ....

Random Forests , Machine Learning , Etamorphic Relation , Metamorphic Testing , Software Verification ,

Software Engineer (MATLAB/Simulink) at Datafin Recruitment

Software Engineer (MATLAB/Simulink) at Datafin Recruitment
it-online.co.za - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from it-online.co.za Daily Mail and Mail on Sunday newspapers.

Cape Town , Western Cape , South Africa , United States , Btechb Eng , Software Development , Software Verification , Engineering Service Provider , Software Engineer , Electronic Engineering , Vehicle Control Units , Body Control Units , Verbal Communication ,