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Wei Fu
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Heterogeneous Defect Prediction
J Nam, W Fu, S Kim, T Menzies, L Tan
IEEE Transactions on Software Engineering, 2017
4212017
Tuning for software analytics: Is it really necessary?
W Fu, T Menzies, X Shen
Information and Software Technology 76, 135-146, 2016
1982016
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
1772018
Easy over Hard: A Case Study on Deep Learning
W Fu, T Menzies
Proceedings of 2017 ACM SIGSOFT International Symposium on Foundations of …, 2017
1572017
Revisiting Unsupervised Learning for Defect Prediction
W Fu, T Menzies
Proceedings of 2017 ACM SIGSOFT International Symposium on Foundations of …, 2017
1102017
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
662016
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
MSR'18, 2018
48*2018
Why is differential evolution better than grid search for tuning defect predictors?
W Fu, V Nair, T Menzies
arXiv preprint arXiv:1609.02613, 2017
482017
How to" DODGE" Complex Software Analytics?
A Agrawal, W Fu, D Chen, X Shen, T Menzies
IEEE Transactions on Software Engineering, 2019
462019
Applications of psychological science for actionable analytics
D Chen, W Fu, R Krishna, T Menzies
Proceedings of 2018 ACM SIGSOFT International Symposium on Foundations of …, 2018
332018
Data-Driven Search-based Software Engineering
V Nair, A Agrawal, J Chen, W Fu, G Mathew, T Menzies, L Minku, ...
MSR'18, 2018
232018
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
162013
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
82020
Automated visual inspection of syringes
W Fu, RD Solanki, MW Sabini, Y Dong, H Sheng, GP Gopal, A Rawat, ...
US Patent 11,348,236, 2022
2022
Building Better Quality Predictors Using "ε-Dominance"
W Fu, T Menzies, D Chen, A Agrawal
arXiv preprint arXiv:1803.04608, 2018
2018
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