Wei Fu

According to our database, Wei Fu authored at least 15 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Predicting health indicators for open source projects (using hyperparameter optimization).

Tianpei Xia, Wei Fu, Rui Shu, Rishabh Agrawal, Tim Menzies

Empir. Softw. Eng., 2022

2021

How to "DODGE" Complex Software Analytics.

Amritanshu Agrawal, Wei Fu, Di Chen, Xipeng Shen, Tim Menzies

IEEE Trans. Software Eng., 2021

2020

Predicting Project Health for Open Source Projects (using the DECART Hyperparameter Optimizer).

Tianpei Xia, Wei Fu, Rui Shu, Tim Menzies

CoRR, 2020

2018

Heterogeneous Defect Prediction.

Jaechang Nam, Wei Fu, Sunghun Kim, Tim Menzies, Lin Tan

IEEE Trans. Software Eng., 2018

What is wrong with topic modeling? And how to fix it using search-based software engineering.

Amritanshu Agrawal, Wei Fu, Tim Menzies

Inf. Softw. Technol., 2018

Building Better Quality Predictors Using "ε-Dominance".

Wei Fu, Tim Menzies, Di Chen, Amritanshu Agrawal

CoRR, 2018

Applications of psychological science for actionable analytics.

Di Chen, Wei Fu, Rahul Krishna, Tim Menzies

Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

Data-driven search-based software engineering.

Vivek Nair, Amritanshu Agrawal, Jianfeng Chen, Wei Fu, George Mathew, Tim Menzies, Leandro L. Minku, Markus Wagner, Zhe Yu

Proceedings of the 15th International Conference on Mining Software Repositories, 2018

500+ times faster than deep learning: a case study exploring faster methods for text mining stackoverflow.

Suvodeep Majumder, Nikhila Balaji, Katie Brey, Wei Fu, Tim Menzies

Proceedings of the 15th International Conference on Mining Software Repositories, 2018

2017

Revisiting unsupervised learning for defect prediction.

Wei Fu, Tim Menzies

Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, 2017

Easy over hard: a case study on deep learning.

Wei Fu, Tim Menzies

Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, 2017

2016

Tuning for software analytics: Is it really necessary?

Wei Fu, Tim Menzies, Xipeng Shen

Inf. Softw. Technol., 2016

Why is Differential Evolution Better than Grid Search for Tuning Defect Predictors?

Wei Fu, Vivek Nair, Tim Menzies

CoRR, 2016

What is Wrong with Topic Modeling? (and How to Fix it Using Search-based SE).

Amritanshu Agrawal, Wei Fu, Tim Menzies

CoRR, 2016

Too much automation? the bellwether effect and its implications for transfer learning.

Rahul Krishna, Tim Menzies, Wei Fu

Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering, 2016