Works (3)

2022 article

Methods for Stabilizing Models Across Large Samples of Projects (with case studies on Predicting Defect and Project Health)

2022 MINING SOFTWARE REPOSITORIES CONFERENCE (MSR 2022), pp. 566–578.

By: S. Majumder, T. Xia, R. Krishna n & T. Menzies

author keywords: Defect Prediction; Project Health; Bellwether; Hierarchical Clustering; Random Forest; Two Phase Transfer Learning; Transfer Learning
Source: Web Of Science
Added: September 19, 2022

2017 journal article

Less is more: Minimizing code reorganization using XTREE

INFORMATION AND SOFTWARE TECHNOLOGY, 88, 53–66.

By: R. Krishna n, T. Menzies & L. Layman*

author keywords: Bad smells; Performance prediction; Decision trees
Source: Web Of Science
Added: August 6, 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.

author keywords: Defect Prediction; Data Mining; Transfer learning
Source: Web Of Science
Added: August 6, 2018