Carolyn Mair

Data Quality: Some Comments on the NASA Software Defect Datasets

Martin Shepperd, Zhongbin Sun, Carolyn Mair · IEEE Transactions on Software Engineering · 2013 · 551 citations

Software Maintenance, Engineering, Meaningful Replication +23

An investigation of machine learning based prediction systems

Carolyn Mair, Gada Kadoda, Martin Lefley et al. · Journal of Systems and Software · 2000 · 264 citations

Engineering, Machine Learning, Data Science +9

Software defect association mining and defect correction effort prediction

Martin Shepperd, Michelle Cartwright, Carolyn Mair · IEEE Transactions on Software Engineering · 2006 · 204 citations

Software Maintenance, Defect Association Prediction, Engineering +18

The consistency of empirical comparisons of regression and analogy-based software project cost prediction

Carolyn Mair, Martin Shepperd · 2005 · 91 citations

Software Maintenance, Engineering, Project Management +21

Using Grey Relational Analysis to Predict Software Effort with Small Data Sets

Martin Shepperd, Carolyn Mair · 2005 · 72 citations

Software Maintenance, Small Data Sets, Engineering +32