86 citations · 399 across the 19 of their papers we have counts for
3 papers · 1 filter
On the Documentation of Refactoring Types
Eman Abdullah AlOmar, Jiaqian Liu, Kenneth Addo +4
Commit messages are the atomic level of software documentation. They provide a natural language description of the code change and its purpose. Messages are critical for software m…
Differential Parity: Relative Fairness Between Two Sets of Decisions
Zhe Yu, Xiaoyin Xi, Pranam Prakash Shetty
With AI systems widely applied to assist humans in decision-making processes such as talent hiring, school admission, and loan approval; there is an increasing need to ensure that…
FairBalance: How to Achieve Equalized Odds With Data Pre-processing
Zhe Yu, Joymallya Chakraborty, Tim Menzies
This research seeks to benefit the software engineering society by providing a simple yet effective pre-processing approach to achieve equalized odds fairness in machine learning s…