Wei Fu

Works (6)

Updated: August 21st, 2023 08:59
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2022 journal article

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

EMPIRICAL SOFTWARE ENGINEERING, 27(6).

By: T. Xia n, W. Fu n, R. Shu n, R. Agrawal  n & T. Menzies n 

co-author countries: United States of America 🇺🇸
author keywords: Hyperparameter optimization; Project health; Machine learning
Sources: Web Of Science, ORCID
Added: July 5, 2022

2018 article

Applications of Psychological Science for Actionable Analytics

ESEC/FSE'18: PROCEEDINGS OF THE 2018 26TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, pp. 456–467.

By: D. Chen n, W. Fu n, R. Krishna  n & T. Menzies n 

co-author countries: United States of America 🇺🇸
author keywords: Decision trees; heuristics; software analytics; psychological science; empirical studies; defect prediction
Sources: Web Of Science, ORCID
Added: March 25, 2019

2018 article

Data-Driven Search-based Software Engineering

2018 IEEE/ACM 15TH INTERNATIONAL CONFERENCE ON MINING SOFTWARE REPOSITORIES (MSR), pp. 341–352.

By: V. Nair n, A. Agrawal n, J. Chen n, W. Fu n, G. Mathew n, T. Menzies n , L. Minku *, M. Wagner *, Z. Yu n 

co-author countries: Australia 🇦🇺 United Kingdom of Great Britain and Northern Ireland 🇬🇧 United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: March 4, 2019

2018 journal article

Heterogeneous Defect Prediction

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 44(9), 874–896.

By: J. Nam *, W. Fu n, S. Kim*, T. Menzies n  & L. Tan*

co-author countries: Canada 🇨🇦 China 🇨🇳 Hong Kong 🇭🇰 Korea (Republic of) 🇰🇷 United States of America 🇺🇸
author keywords: Defect prediction; quality assurance; heterogeneous metrics; transfer learning
Sources: Web Of Science, ORCID
Added: October 16, 2018

2016 article

Too Much Automation? The Bellwether Effect and Its Implications for Transfer Learning

2016 31ST IEEE/ACM INTERNATIONAL CONFERENCE ON AUTOMATED SOFTWARE ENGINEERING (ASE), pp. 122–131.

By: R. Krishna  n, T. Menzies n  & W. Fu n

co-author countries: United States of America 🇺🇸
author keywords: Defect Prediction; Data Mining; Transfer learning
Sources: Web Of Science, ORCID
Added: August 6, 2018

2016 journal article

Tuning for software analytics: Is it really necessary?

Information and Software Technology, 76, 135–146.

By: W. Fu n, T. Menzies n  & X. Shen n 

co-author countries: United States of America 🇺🇸
author keywords: Defect prediction; CART; Random forest; Differential evolution; Search-based software engineering
Sources: Web Of Science, ORCID, Crossref
Added: August 6, 2018