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4 papers · 2 filters
Black-Box Testing of Deep Neural Networks Through Test Case Diversity
Zohreh Aghababaeyan, Manel Abdellatif, Lionel Briand +2
Deep Neural Networks (DNNs) have been extensively used in many areas including image processing, medical diagnostics, and autonomous driving. However, DNNs can exhibit erroneous be…
Leveraging Unsupervised Learning to Summarize APIs Discussed in Stack Overflow
AmirHossein Naghshzan, Latifa Guerrouj, Olga Baysal
Automated source code summarization is a task that generates summarized information about the purpose, usage, and--or implementation of methods and classes to support understanding…
How Do I Refactor This? An Empirical Study on Refactoring Trends and Topics in Stack Overflow
Anthony Peruma, Steven Simmons, Eman Abdullah AlOmar +3
An essential part of software maintenance and evolution, refactoring is performed by developers, regardless of technology or domain, to improve the internal quality of the system,…
Understanding How and Why Developers Seek and Analyze API-related Opinions
Gias Uddin, Olga Baysal, Latifa Guerrouj +1
With the advent and proliferation of online developer forums as informal documentation, developers often share their opinions about the APIs they use. Thus, opinions of others ofte…