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Suvodeep Majumder
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500+ times faster than deep learning:(a case study exploring faster methods for text mining stackoverflow)
S Majumder, N Balaji, K Brey, W Fu, T Menzies
2018 IEEE/ACM 15th International Conference on Mining Software Repositories …, 2018
53*2018
Fairway: A way to build fair ml software
J Chakraborty, S Majumder, Z Yu, T Menzies
Proceedings of the 28th ACM Joint Meeting on European Software Engineering …, 2020
462020
“Bad smells” in software analytics papers
MS R Krishna, S Majumder, T Menzies
Information and Software Technology 112, 35-47, 2019
29*2019
Bias in machine learning software: why? how? what to do?
J Chakraborty, S Majumder, T Menzies
Proceedings of the 29th ACM Joint Meeting on European Software Engineering …, 2021
262021
Early life cycle software defect prediction. why? how?
NC Shrikanth, S Majumder, T Menzies
2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE …, 2021
92021
Revisiting process versus product metrics: A large scale analysis
S Majumder, P Mody, T Menzies
Empirical Software Engineering, 2020
92020
Why software projects need heroes (lessons learned from 1100+ projects)
S Majumder, J Chakraborty, A Agrawal, T Menzies
arXiv preprint arXiv:1904.09954, 2019
82019
Can We Achieve Fairness Using Semi-Supervised Learning?
J Chakraborty, H Tu, S Majumder, T Menzies
arXiv preprint arXiv:2111.02038, 2021
52021
Fair Enough: Searching for Sufficient Measures of Fairness
S Majumder, J Chakraborty, GR Bai, KT Stolee, T Menzies
arXiv preprint arXiv:2110.13029, 2021
42021
Fair-SSL: Building fair ML Software with less data
J Chakraborty, S Majumder, H Tu
arXiv preprint arXiv:2111.02038, 2022
32022
Fairway: SE principles for building fairer software
J Chakraborty, S Majumder, Z Wu, T Menzies
arXiv preprint arXiv:2003.10354, 2020
12020
Communication and Code Dependency Effects on Software Code Quality: An Empirical Analysis of Herbsleb Hypothesis
S Majumder, J Chakraborty, A Agrawal, T Menzies
arXiv preprint arXiv:1904.09954, 2019
12019
Methods for Stabilizing Models Across Large Samples of Projects (with case studies on Predicting Defect and Project Health)
S Majumder, T Xia, R Krishna, T Menzies
2022 IEEE/ACM 19th International Conference on Mining Software Repositories …, 2022
2022
How to GENERALize Across Many Software Projects?(with case studies on Predicting Defect and Project Health)
S Majumder, T Xia, R Krishna, T Menzies
MSR '22: 19th International Conference on Mining Software Repositories …, 2022
2022
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