28 citations · 39 across the 8 of their papers we have counts for
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cs.SE2020★ 28 cited
Making Fair ML Software using Trustworthy Explanation
Joymallya Chakraborty, Kewen Peng, Tim Menzies
Machine learning software is being used in many applications (finance, hiring, admissions, criminal justice) having a huge social impact. But sometimes the behavior of this softwar…
cs.SE2020★ 2 cited
Defect Reduction Planning (using TimeLIME)
Kewen Peng, Tim Menzies
Software comes in releases. An implausible change to software is something that has never been changed in prior releases. When planning how to reduce defects, it is better to use p…
cs.SE2020★ 3 cited
How to Improve AI Tools (by Adding in SE Knowledge): Experiments with the TimeLIME Defect Reduction Tool
Kewen Peng, Tim Menzies
AI algorithms are being used with increased frequency in SE research and practice. Such algorithms are usually commissioned and certified using data from outside the SE domain. Can…