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Gopi Krishnan Rajbahadur
Gopi Krishnan Rajbahadur
Senior Researcher, Centre for Software Excellence, Huawei
Verified email at huawei.com
Title
Cited by
Cited by
Year
A survey of anomaly detection for connected vehicle cybersecurity and safety
GK Rajbahadur, AJ Malton, A Walenstein, AE Hassan
2018 IEEE Intelligent Vehicles Symposium (IV), 421-426, 2018
652018
The impact of using regression models to build defect classifiers
GK Rajbahadur, S Wang, Y Kamei, AE Hassan
2017 IEEE/ACM 14th International Conference on Mining Software Repositories …, 2017
622017
The impact of feature importance methods on the interpretation of defect classifiers
GK Rajbahadur, S Wang, GA Oliva, Y Kamei, AE Hassan
IEEE Transactions on Software Engineering 48 (7), 2245-2261, 2021
562021
An empirical study of the characteristics of popular minecraft mods
D Lee, GK Rajbahadur, D Lin, M Sayagh, CP Bezemer, AE Hassan
Empirical Software Engineering 25, 3396-3429, 2020
302020
Impact of discretization noise of the dependent variable on machine learning classifiers in software engineering
GK Rajbahadur, S Wang, Y Kamei, AE Hassan
IEEE Transactions on Software Engineering 47 (7), 1414-1430, 2019
242019
Towards training reproducible deep learning models
B Chen, M Wen, Y Shi, D Lin, GK Rajbahadur, ZM Jiang
Proceedings of the 44th International Conference on Software Engineering …, 2022
232022
Towards a consistent interpretation of aiops models
Y Lyu, GK Rajbahadur, D Lin, B Chen, ZM Jiang
ACM Transactions on Software Engineering and Methodology (TOSEM) 31 (1), 1-38, 2021
172021
Revisiting the Impact of Dependency Network Metrics on Software Defect Prediction
L Gong, GK Rajbahadur, AE Hassan, S Jiang
IEEE Transactions on Software Engineering, 2021
162021
Is my transaction done yet? an empirical study of transaction processing times in the ethereum blockchain platform
M Pacheco, G Oliva, GK Rajbahadur, A Hassan
ACM Transactions on Software Engineering and Methodology 32 (3), 1-46, 2023
152023
The impact of using regression models to build defect classifiers. In 2017 IEEE/ACM 14th International Conference on Mining Software Repositories (MSR)
GK Rajbahadur, S Wang, Y Kamei, AE Hassan
IEEE, 135ś145, 2017
132017
Revisiting reopened bugs in open source software systems
A Tagra, H Zhang, GK Rajbahadur, AE Hassan
Empirical Software Engineering 27 (4), 92, 2022
92022
Pitfalls analyzer: quality control for model-driven data science pipelines
GK Rajbahadur, GA Oliva, AE Hassan, J Dingel
2019 ACM/IEEE 22nd International Conference on Model Driven Engineering …, 2019
92019
What makes Ethereum blockchain transactions be processed fast or slow? An empirical study
M Pacheco, GA Oliva, GK Rajbahadur, AE Hassan
Empirical Software Engineering 28 (2), 39, 2023
52023
Towards privacy preserving cross project defect prediction with federated learning
H Yamamoto, D Wang, GK Rajbahadur, M Kondo, Y Kamei, N Ubayashi
2023 IEEE International Conference on Software Analysis, Evolution and …, 2023
42023
Can I use this publicly available dataset to build commercial AI software?--A Case Study on Publicly Available Image Datasets
GK Rajbahadur, E Tuck, L Zi, D Lin, B Chen, Z Ming, DM German
arXiv preprint arXiv:2111.02374, 2021
22021
Can I use this publicly available dataset to build commercial AI software? most likely not
GK Rajbahadur, E Tuck, L Zi, Z Wei, D Lin, B Chen, ZM Jiang, ...
CoRR, abs/2111.02374, 1-1, 2021
22021
Rethinking Software Engineering in the Era of Foundation Models: A Curated Catalogue of Challenges in the Development of Trustworthy FMware
AE Hassan, D Lin, GK Rajbahadur, K Gallaba, FR Cogo, B Chen, ...
arXiv preprint arXiv:2402.15943, 2024
2024
Keeping Deep Learning Models in Check: A History-Based Approach to Mitigate Overfitting
H Li, GK Rajbahadur, D Lin, CP Bezemer, Z Ming
arXiv preprint arXiv:2401.10359, 2024
2024
Using the Training History to Detect and Prevent Overfitting in Deep Learning Models
H Li, GK Rajbahadur, D Lin, CP Bezemer, Z Jiang
2022
Understanding the Impact of Experimental Design Choices on Machine Learning Classifiers in Software Analytics
GK Rajbahadur
Queen's University (Canada), 2020
2020
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