Hand, David J.

Top 10 algorithms in data mining

Wu, X., Kumar, V., Ross Quinlan, J., Ghosh, J., Yang, Q., Motoda, H., McLachlan, G. J., Ng, A., Liu, B., Yu, P. S., et al. (2008) · Knowledge and Information Systems

Data Mining Algorithms and ApplicationsData Mining and Machine Learning Applications

Cited by 5,667

A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems

Hand, D. J., & Till, R. J. (2001) · Machine Learning

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 2,276

Statistical Classification Methods in Consumer Credit Scoring: A Review

Hand, D. J., & Henley, W. E. (1997) · Journal of the Royal Statistical Society Series A: Statistics in Society

Financial Distress and Bankruptcy PredictionStatistical Methods and Applications

Cited by 1,042

Classifier Technology and the Illusion of Progress

Hand, D. J. (2006) · Statistical Science

Machine Learning and Data ClassificationStatistical Methods and Applications

Cited by 723

Data Mining: Statistics and More?

Hand, D. J. (1998) · The American Statistician

Data Mining Algorithms and ApplicationsData Mining and Machine Learning Applications

Cited by 380

Transaction aggregation as a strategy for credit card fraud detection

Whitrow, C., Hand, D. J., Juszczak, P., Weston, D., & Adams, N. M. (2009) · Data Mining and Knowledge Discovery

Imbalanced Data Classification TechniquesPrivacy-Preserving Technologies in Data

Cited by 337

A note on using the F-measure for evaluating record linkage algorithms

Hand, D., & Christen, P. (2018) · Statistics and Computing

Data Quality and ManagementMachine Learning and Data Classification

Cited by 247

A review of the F-measure: its history, properties, criticism, and alternatives

Christen, P., Hand, D. J., & Kirielle, N. (2024) · ACM Computing Surveys

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 236