Works (6)

Updated: April 11th, 2023 10:13

2022 journal article

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

EMPIRICAL SOFTWARE ENGINEERING, 27(6).

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

author keywords: Hyperparameter optimization; Project health; Machine learning
Source: Web Of Science
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, W. Fu, R. Krishna n & T. Menzies

author keywords: Decision trees; heuristics; software analytics; psychological science; empirical studies; defect prediction
Source: Web Of Science
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, A. Agrawal, J. Chen, W. Fu, G. Mathew n, T. Menzies, L. Minku*, M. Wagner*, Z. Yu

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, S. Kim*, T. Menzies & L. Tan*

author keywords: Defect prediction; quality assurance; heterogeneous metrics; transfer learning
Source: Web Of Science
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 & W. Fu

author keywords: Defect Prediction; Data Mining; Transfer learning
Source: Web Of Science
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, T. Menzies & X. Shen

author keywords: Defect prediction; CART; Random forest; Differential evolution; Search-based software engineering
Sources: Web Of Science, ORCID, Crossref
Added: August 6, 2018