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Wei Fu
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Heterogeneous Defect Prediction
LT Jaechang Nam, Wei Fu, Sunghun Kim, Tim Menzies
IEEE Transactions on Software Engineering, 2018
546*2018
What is wrong with topic modeling? And how to fix it using search-based software engineering
A Agrawal, W Fu, T Menzies
Information and Software Technology 98, 74-88, 2018
2872018
Tuning for software analytics: Is it really necessary?
W Fu, T Menzies, X Shen
Information and Software Technology 76, 135-146, 2016
2372016
Easy over hard: A case study on deep learning
W Fu, T Menzies
Proceedings of the 2017 11th joint meeting on foundations of software …, 2017
2192017
Revisiting unsupervised learning for defect prediction
W Fu, T Menzies
Proceedings of the 2017 11th joint meeting on foundations of software …, 2017
1572017
Too much automation? The bellwether effect and its implications for transfer learning
R Krishna, T Menzies, W Fu
Proceedings of the 31st IEEE/ACM International Conference on Automated …, 2016
752016
500+ times faster than deep learning:(a case study exploring faster methods for text mining stackoverflow)
T Menzies, S Majumder, N Balaji, K Brey, W Fu
2018 IEEE/ACM 15th International Conference on Mining Software Repositories …, 2018
69*2018
How to “dodge” complex software analytics
A Agrawal, W Fu, D Chen, X Shen, T Menzies
IEEE Transactions on Software Engineering 47 (10), 2182-2194, 2019
622019
Why is differential evolution better than grid search for tuning defect predictors?
W Fu, V Nair, T Menzies
arXiv preprint arXiv:1609.02613, 2016
612016
Applications of psychological science for actionable analytics
D Chen, W Fu, R Krishna, T Menzies
Proceedings of the 2018 26th ACM Joint Meeting on European Software …, 2018
452018
Data-driven search-based software engineering
V Nair, A Agrawal, J Chen, W Fu, G Mathew, T Menzies, L Minku, ...
2018 IEEE/ACM 15th international conference on mining software repositories …, 2018
292018
Robust null-space based interference avoiding scheme for D2D communication underlaying cellular networks
W Fu, R Yao, F Gao, JCF Li, M Lei
2013 IEEE Wireless Communications and Networking Conference (WCNC), 4158-4162, 2013
202013
Predicting project health for open source projects (using the DECART hyperparameter optimizer)
T Xia, W Fu, R Shu, T Menzies
arXiv preprint arXiv:2006.07240, 2020
142020
Predicting health indicators for open source projects (using hyperparameter optimization)
T Xia, W Fu, R Shu, R Agrawal, T Menzies
Empirical Software Engineering 27 (6), 1-31, 2022
102022
Building better quality predictors using” ϵ− dominance”
W Fu, T Menzies, D Chen, A Agrawal
arXiv preprint arXiv:1803.04608, 2018
52018
Why is Differential Evolution Better than Grid Search for Tuning Defect Predictors? CoRR abs/1609.02613 (2016)
W Fu, V Nair, T Menzies
arXiv preprint arXiv:1609.02613, 2016
32016
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