Better Technical Debt Detection via SURVEYing

1 code implementation • 20 May 2019 • Fahmid M. Fahid, Zhe Yu, Tim Menzies

Specifically, for ten open-source JAVA projects, we can find 83% of the technical debt via SURVEY0 using just 16% of the comments (and if higher levels of recall are required, SURVEY0can adjust towards that with some additional effort).

TERMINATOR: Better Automated UI Test Case Prioritization

2 code implementations • 16 May 2019 • Zhe Yu, Fahmid M. Fahid, Tim Menzies, Gregg Rothermel, Kyle Patrick, Snehit Cherian

Given that much of the automated UI testing is "black box" in nature, very little information (only the test case descriptions and testing results) can be utilized to prioritize these automated UI test cases.

Software Engineering for Fairness: A Case Study with Hyperparameter Optimization

no code implementations • 14 May 2019 • Joymallya Chakraborty, Tianpei Xia, Fahmid M. Fahid, Tim Menzies

To the best of our knowledge, this is the first application of hyperparameter optimization as a tool for software engineers to generate fairer software.

BIG-bench Machine Learning Fairness +1