Kewen Peng

College of Engineering

Works (6)

Updated: July 5th, 2023 14:18

2023 journal article

FairMask: Better Fairness via Model-Based Rebalancing of Protected Attributes

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 49(4), 2426โ€“2439.

By: K. Peng n, J. Chakraborty n & T. Menzies nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Software fairness; explanation; bias mitigation
Sources: Web Of Science, ORCID
Added: May 30, 2023

2023 journal article

VEER: enhancing the interpretability of model-based optimizations

EMPIRICAL SOFTWARE ENGINEERING, 28(3).

By: K. Peng n, C. Kaltenecker*, N. Siegmundโ€‰*, S. Apel* & T. Menzies nโ€‰

co-author countries: Germany ๐Ÿ‡ฉ๐Ÿ‡ช United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Software analytics; Multi-objective optimization; Disagreement; Interpretable AI
Sources: Web Of Science, ORCID
Added: April 24, 2023

2021 article

Documenting Evidence of a Reuse of "'Why Should I Trust You?": Explaining the Predictions of Any Classifier'

PROCEEDINGS OF THE 29TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING (ESEC/FSE '21), pp. 1600โ€“1600.

By: K. Peng n & T. Menzies nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Software analytics; Actionable analysis
Sources: Web Of Science, ORCID
Added: March 7, 2022

2021 article

Documenting Evidence of a Reuse of 'What is a Feature? A Qualitative Study of Features in Industrial Software Product Lines'

PROCEEDINGS OF THE 29TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING (ESEC/FSE '21), pp. 1599โ€“1599.

By: K. Peng n & T. Menzies nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Software analytics; Software product lines; Software configuration
Sources: Web Of Science, ORCID
Added: March 7, 2022

2021 journal article

ON THE NOETHER BOUND FOR NONCOMMUTATIVE RINGS

PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY, 149(7), 2711โ€“2725.

By: L. Ferraro*, E. Kirkman*, W. Moore* & K. Peng n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Source: Web Of Science
Added: June 10, 2021

2020 article

Making Fair ML Software using Trustworthy Explanation

2020 35TH IEEE/ACM INTERNATIONAL CONFERENCE ON AUTOMATED SOFTWARE ENGINEERING (ASE 2020), pp. 1229โ€“1233.

By: J. Chakraborty n, K. Peng n & T. Menzies nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Sources: Web Of Science, ORCID
Added: June 10, 2021