Wei Fu

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 22

Top Topics

Defect Prediction

Unsupervised Learning

Top Venues

ESEC/SIGSOFT FSE

Inf. Softw. Technol.

Publications

Tianpei Xia, Wei Fu, Rui Shu, Rishabh Agrawal, Tim Menzies
Predicting health indicators for open source projects (using hyperparameter optimization). Empir. Softw. Eng. 27 (6) (2022)
Amritanshu Agrawal, Wei Fu, Di Chen, Xipeng Shen, Tim Menzies
How to "DODGE" Complex Software Analytics. IEEE Trans. Software Eng. 47 (10) (2021)
Tianpei Xia, Wei Fu, Rui Shu, Tim Menzies
Predicting Project Health for Open Source Projects (using the DECART Hyperparameter Optimizer). CoRR (2020)
Amritanshu Agrawal, Wei Fu, Di Chen, Xipeng Shen, Tim Menzies
How to "DODGE" Complex Software Analytics? CoRR (2019)
Vivek Nair, Amritanshu Agrawal, Jianfeng Chen, Wei Fu, George Mathew, Tim Menzies, Leandro L. Minku, Markus Wagner, Zhe Yu
Data-driven search-based software engineering. MSR (2018)
Amritanshu Agrawal, Wei Fu, Tim Menzies
What is wrong with topic modeling? And how to fix it using search-based software engineering. Inf. Softw. Technol. 98 (2018)
Di Chen, Wei Fu, Rahul Krishna, Tim Menzies
Applications of Psychological Science for Actionable Analytics. CoRR (2018)
Wei Fu, Tim Menzies, Di Chen, Amritanshu Agrawal
Building Better Quality Predictors Using "ε-Dominance". CoRR (2018)
Suvodeep Majumder, Nikhila Balaji, Katie Brey, Wei Fu, Tim Menzies
500+ times faster than deep learning: a case study exploring faster methods for text mining stackoverflow. MSR (2018)
Di Chen, Wei Fu, Rahul Krishna, Tim Menzies
Applications of psychological science for actionable analytics. ESEC/SIGSOFT FSE (2018)
Vivek Nair, Amritanshu Agrawal, Jianfeng Chen, Wei Fu, George Mathew, Tim Menzies, Leandro L. Minku, Markus Wagner, Zhe Yu
Data-Driven Search-based Software Engineering. CoRR (2018)
Jaechang Nam, Wei Fu, Sunghun Kim, Tim Menzies, Lin Tan
Heterogeneous Defect Prediction. IEEE Trans. Software Eng. 44 (9) (2018)
Suvodeep Majumder, Nikhila Balaji, Katie Brey, Wei Fu, Tim Menzies
500+ Times Faster Than Deep Learning (A Case Study Exploring Faster Methods for Text Mining StackOverflow). CoRR (2018)
Wei Fu, Tim Menzies
Easy over Hard: A Case Study on Deep Learning. CoRR (2017)
Wei Fu, Tim Menzies
Revisiting Unsupervised Learning for Defect Prediction. CoRR (2017)
Wei Fu, Tim Menzies
Easy over hard: a case study on deep learning. ESEC/SIGSOFT FSE (2017)
Wei Fu, Tim Menzies
Revisiting unsupervised learning for defect prediction. ESEC/SIGSOFT FSE (2017)
Wei Fu, Tim Menzies, Xipeng Shen
Tuning for software analytics: Is it really necessary? Inf. Softw. Technol. 76 (2016)
Rahul Krishna, Tim Menzies, Wei Fu
Too much automation? the bellwether effect and its implications for transfer learning. ASE (2016)
Wei Fu, Vivek Nair, Tim Menzies
Why is Differential Evolution Better than Grid Search for Tuning Defect Predictors? CoRR (2016)
Wei Fu, Tim Menzies, Xipeng Shen
Tuning for Software Analytics: is it Really Necessary? CoRR (2016)
Amritanshu Agrawal, Wei Fu, Tim Menzies
What is Wrong with Topic Modeling? (and How to Fix it Using Search-based SE). CoRR (2016)