Concepedia
Statistics
Publications
55
Citations
4K
H-Index
29
Active since
1999
Affiliations
Imperial College London(Current)
London Institute for Mathematical Sciences
Heilbronn Institute for Mathematical Research
University of Bristol
University of Cambridge
Niall M. Adams is an author at Imperial College London specializing in engineering, data mining, and data science.
Top concepts
EngineeringData ScienceData MiningComputer ScienceKnowledge DiscoveryStatisticsMachine LearningManagementPattern RecognitionPredictive Analytics
Publications per year
1999–2022
Dataset Shift in Machine Learning
Niall M. Adams · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2009 · 724 citations
Data Classification, Dataset Shift, Machine Learning +7
Exponentially weighted moving average charts for detecting concept drift
Gordon J. Ross, Niall M. Adams, Dimitris K. Tasoulis et al. · Pattern Recognition Letters · 2011 · 384 citations · Full text
Average Charts, Engineering, Data Science +7
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 · 274 citations
Fraud Detection, Transaction Aggregation, Aggregate Function +11
The impact of changing populations on classifier performance
Mark G. Kelly, David J. Hand, Niall M. Adams · 1999 · 224 citations
Data Classification, Classification Method, Engineering +15
Nonparametric Monitoring of Data Streams for Changes in Location and Scale
Gordon J. Ross, Dimitris K. Tasoulis, Niall M. Adams · Technometrics · 2011 · 197 citations
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