Principles of data mining DJ Hand Drug safety 30 (7), 621-622, 2007 | 5453 | 2007 |

Top 10 algorithms in data mining X Wu, V Kumar, JR Quinlan, J Ghosh, Q Yang, H Motoda, GJ McLachlan, ... Knowledge and information systems 14 (1), 1-37, 2008 | 4602 | 2008 |

Discrimination and classification DJ Hand Wiley Series in Probability and Mathematical Statistics, Chichester: Wiley, 1981, 1981 | 1758 | 1981 |

A simple generalisation of the area under the ROC curve for multiple class classification problems DJ Hand, RJ Till Machine learning 45 (2), 171-186, 2001 | 1596 | 2001 |

Analysis of repeated measures MJ Crowder Routledge, 2017 | 1277 | 2017 |

Statistical fraud detection: A review RJ Bolton, DJ Hand Statistical science, 235-249, 2002 | 1222 | 2002 |

Statistical classification methods in consumer credit scoring: a review DJ Hand, WE Henley Journal of the Royal Statistical Society: Series A (Statistics in Society …, 1997 | 1100 | 1997 |

Construction and assessment of classification rules DJ Hand Wiley, 1997 | 1076 | 1997 |

Idiot's Bayes—not so stupid after all? DJ Hand, K Yu International statistical review 69 (3), 385-398, 2001 | 895 | 2001 |

Intelligent data analysis M Berthold, DJ Hand Springer, 2003 | 786 | 2003 |

Measuring classifier performance: a coherent alternative to the area under the ROC curve DJ Hand Machine learning 77 (1), 103-123, 2009 | 766 | 2009 |

Classifier technology and the illusion of progress DJ Hand Statistical science, 1-14, 2006 | 766 | 2006 |

Biplots JC Gower, DJ Hand CRC Press, 1995 | 711 | 1995 |

Advising on research methods: A consultant's companion HJ Adèr Johannes van Kessel Publishing., 2008 | 567 | 2008 |

Data mining: statistics and more? DJ Hand The American Statistician 52 (2), 112-118, 1998 | 565 | 1998 |

ROC curves for continuous data WJ Krzanowski, DJ Hand Chapman and Hall/CRC, 2009 | 557 | 2009 |

Multivariate analysis of variance and repeated measures: a practical approach for behavioural scientists DJ Hand, CC Taylor CRC press, 1987 | 553 | 1987 |

Clustering objects on subsets of attributes (with discussion) JH Friedman, JJ Meulman Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2004 | 536 | 2004 |

A handbook of small data sets DJ Hand, F Daly, K McConway, D Lunn, E Ostrowski cRc Press, 1993 | 515 | 1993 |

Unsupervised learning T Hastie, R Tibshirani, J Friedman The elements of statistical learning, 485-585, 2009 | 499 | 2009 |