David Hand
TitleCited byYear
Principles of data mining
DJ Hand
Drug safety 30 (7), 621-622, 2007
54532007
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
46022008
Discrimination and classification
DJ Hand
Wiley Series in Probability and Mathematical Statistics, Chichester: Wiley, 1981, 1981
17581981
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
15962001
Analysis of repeated measures
MJ Crowder
Routledge, 2017
12772017
Statistical fraud detection: A review
RJ Bolton, DJ Hand
Statistical science, 235-249, 2002
12222002
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
11001997
Construction and assessment of classification rules
DJ Hand
Wiley, 1997
10761997
Idiot's Bayes—not so stupid after all?
DJ Hand, K Yu
International statistical review 69 (3), 385-398, 2001
8952001
Intelligent data analysis
M Berthold, DJ Hand
Springer, 2003
7862003
Measuring classifier performance: a coherent alternative to the area under the ROC curve
DJ Hand
Machine learning 77 (1), 103-123, 2009
7662009
Classifier technology and the illusion of progress
DJ Hand
Statistical science, 1-14, 2006
7662006
Biplots
JC Gower, DJ Hand
CRC Press, 1995
7111995
Advising on research methods: A consultant's companion
HJ Adèr
Johannes van Kessel Publishing., 2008
5672008
Data mining: statistics and more?
DJ Hand
The American Statistician 52 (2), 112-118, 1998
5651998
ROC curves for continuous data
WJ Krzanowski, DJ Hand
Chapman and Hall/CRC, 2009
5572009
Multivariate analysis of variance and repeated measures: a practical approach for behavioural scientists
DJ Hand, CC Taylor
CRC press, 1987
5531987
Clustering objects on subsets of attributes (with discussion)
JH Friedman, JJ Meulman
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2004
5362004
A handbook of small data sets
DJ Hand, F Daly, K McConway, D Lunn, E Ostrowski
cRc Press, 1993
5151993
Unsupervised learning
T Hastie, R Tibshirani, J Friedman
The elements of statistical learning, 485-585, 2009
4992009
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