David J. Hand

Publications by Year

Research Areas

Data Mining Algorithms and Applications, Imbalanced Data Classification Techniques, Advanced Statistical Methods and Models, Financial Distress and Bankruptcy Prediction, Statistics Education and Methodologies

Most-Cited Works

• → Top 10 algorithms in data mining(2007)5,644 cited
• Principles of Data Mining(2001)
• → A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems(2001)2,221 cited
• → Finite Mixture Distributions(1981)1,042 cited
• → Applied Discriminant Analysis.(1995)992 cited
• → Statistical Classification Methods in Consumer Credit Scoring: A Review(1997)988 cited
• → Measuring classifier performance: a coherent alternative to the area under the ROC curve(2009)976 cited
• → Analysis of Repeated Measures.