References for Final Paper

Cross project related stuff:

Cross-project Defect Prediction A Large Scale Experiment on Data vs. Domain vs. Process

Ecological Inference Related papers:

• Local versus global lessons for defect prediction and effort estimation (2013) Menzies et al

• Think Locally, Act Globally: Improving Defect and Effort Prediction Models (2012) Bettenburg et al

• Class level fault prediction using software clustering (2013) Scanniello et al Cited by 15

• Dual Ecological Measures of Focus in Software Development (2013) Posnett et al cited by 31

• How and why process metrics are better (2013) Rahman et al cited by 37

• Method-level bug prediction (2012) Giger et al cited by 16

Cost-sensitive boosting neural networks for software defect prediction (2010)

Towards Building a Universal Defect Prediction Model (2014)

There seems to be almost a progression of papers that follow a similar formula over a few years, all are highly cited:

• A systematic review of software fault prediction studies (2009) Cited by 216

• The Arisholm paper we already read from 2010 Cited by 160

• A systematic literature review on fault prediction performance in software engineering (2011) Cited by 209

• Software fault prediction metrics: a systematic literature review (2013) Cited by 60

Why ROC curves suck for certain things, apparently (per Hall et al). The Relationship Between Precision-Recall and ROC Curves