Niall M. Adams

Dataset Shift in Machine Learning

Niall M. Adams · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2009 · 727 citations

Computing, Computer Science, Data Mining +12

Exponentially weighted moving average charts for detecting concept drift

Gordon J. Ross, Niall M. Adams, Dimitris K. Tasoulis et al. · Pattern Recognition Letters · 2011 · 398 citations · Full text

Computing, Computer Science, Statistics +8

Transaction aggregation as a strategy for credit card fraud detection

Christopher Whitrow, David J. Hand, Piotr Juszczak et al. · Data Mining and Knowledge Discovery · 2008 · 296 citations

Business, Finance, Management Information Systems +14

The impact of changing populations on classifier performance

Mark G. Kelly, David J. Hand, Niall M. Adams · 1999 · 225 citations

Computing, Computer Science, Data Mining +9

Nonparametric Monitoring of Data Streams for Changes in Location and Scale

Gordon J. Ross, Dimitris K. Tasoulis, Niall M. Adams · Technometrics · 2011 · 200 citations

Computing, Data Science, Data Analytics +14