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https://www.researchgate.net/publication/4298356_Using_Machine_Learning_to_Support_Debugging_with_Tarantula
Using a specific machine learning technique, this paper proposes a way to identify suspicious statements during debugging. The technique is based on principles similar to Tarantula but addresses ...
https://ieeexplore.ieee.org/document/4402205/
Nov 09, 2007 · Abstract: Using a specific machine learning technique, this paper proposes a way to identify suspicious statements during debugging. The technique is based on principles similar to Tarantula but addresses its main flaw: its difficulty to deal with the presence of multiple faults as it assumes that failing test cases execute the same fault(s).
https://www.researchgate.net/profile/Yvan_Labiche/publication/4298356_Using_Machine_Learning_to_Support_Debugging_with_Tarantula/links/547fce9c0cf2ccc7f8bb0659.pdf?origin=publication_detail
Carleton University, TR SCE-07-04, Version 2 August 2007 1 Using Machine Learning to Support Debugging with Tarantula Lionel C. Briand Yvan Labiche Xuetao Liu
https://dl.acm.org/citation.cfm?id=1337691.1338380
Using a specific machine learning technique, this paper proposes a way to identify suspicious statements during debugging. The technique is based on principles similar to Tarantula but addresses its main flaw: its difficulty to deal with the presence of multiple faults as …Cited by: 88
https://www.academia.edu/3115793/Using_Machine_Learning_to_Support_Debugging_with_Tarantula
Using Machine Learning to Support Debugging with Tarantula
http://www.sce.carleton.ca/faculty/labiche/pubs.shtml
L. C. Briand, Y. Labiche and Z. Bawar, “Using Machine Learning to Refine Black-Box Test Specifications and Test Suites,” Proc. International Conference on Quality Software, 2008. ... “Using Machine Learning to Support Debugging with Tarantula,” Proc. International Symposium on Software Reliability Engineering, pp. 137-146, 2007.
https://dl.acm.org/citation.cfm?id=3330574
Lionel C. Briand , Yvan Labiche , Xuetao Liu, Using Machine Learning to Support Debugging with Tarantula, Proceedings of the The 18th IEEE International Symposium on Software Reliability, p.137-146, November 05-09, 2007Cited by: 5
https://stackoverflow.com/questions/27584362/is-there-a-machine-learning-system-that-is-easy-to-debug
Is there a machine learning system that is easy to debug? (And how can it be debugged?) Is there a known methodical way of debugging machine learning systems at all? debugging machine-learning neural-network svm hidden-markov-models. share improve this question. edited Aug 13 '15 at 17:39.
https://medium.com/@upal/how-to-use-machine-learning-to-debug-outages-10x-faster-e480b7e2a907
Jun 13, 2016 · How to use machine learning to debug outages 10x faster. ... To facilitate the debugging process, companies may expend a lot of energy instrumenting their …
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