David J. Hand

Top 10 algorithms in data mining

Xindong Wu, Vipin Kumar, J. R. Quinlan et al. · Knowledge and Information Systems · 2007 · 5.7K citations

Computing, Computer Science, Algorithms +13

Principles of Data Mining

David J. Hand, Heikki Mannila, Padhraic Smyth · 2001 · 2.4K citations

Computing, Computer Science, Data Mining +9

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

David J. Hand, Robert John Till · Machine Learning · 2001 · 2.3K citations · Full text

Computing, Biostatistics, Computer Science +8

Principles of Data Mining

David J. Hand · Drug Safety · 2007 · 1K citations

Computing, Computer Science, Data Mining +9

Measuring classifier performance: a coherent alternative to the area under the ROC curve

David J. Hand · Machine Learning · 2009 · 998 citations · Full text

Computing, Computer Science, Data Science +14