Nachiappan Nagappan

Software Engineering for Machine Learning: A Case Study

Saleema Amershi, Andrew Begel, Christian Bird et al. · 2019 · 1.1K citations

Computing, Data Science, Information Technology +16

Mining metrics to predict component failures

Nachiappan Nagappan, Thomas Ball, Andreas Zeller · 2006 · 779 citations

Computing, Computer Science, Data Mining +16

Use of relative code churn measures to predict system defect density

Nachiappan Nagappan, Thomas Ball · 2005 · 758 citations

Computing, Computer Science, Computer Systems +17

Understanding network failures in data centers

Phillipa Gill, Navendu Jain, Nachiappan Nagappan · 2011 · 715 citations · Full text

Computing, Computer Engineering, Computer Systems +17

Cross-project defect prediction: a large scale experiment on data vs. domain vs. process

Thomas Zimmermann, Nachiappan Nagappan, Harald C. Gall et al. · Zurich Open Repository and Archive (University of Zurich) · 2009 · 689 citations

Computing, Computer Science, Machine Learning +12