Imperial College London

ProfessorDavidHand

Faculty of Natural SciencesDepartment of Mathematics

Senior Research Investigator
 
 
 
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Contact

 

+44 (0)20 7594 2843d.j.hand Website CV

 
 
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Assistant

 

Mrs Louise Rowland +44 (0)20 7594 2843

 
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Location

 

547Huxley BuildingSouth Kensington Campus

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Summary

 

Publications

Publication Type
Year
to

282 results found

Jamain A, Hand DJ, Jamain A, Hand DJet al., 2009, Where are the large and difficult datasets?, ADVANCES IN DATA ANALYSIS AND CLASSIFICATION, Vol: 3, Pages: 25-38, ISSN: 1862-5347

JOURNAL ARTICLE

Krzanowski WJ, Hand DJ, 2009, ROC Curves for Continuous Data, Boca Raton, Publisher: Chapman & Hall/CRC, ISBN: 978-1-4398-0021-8

BOOK

Krzanowski WJ, Hand DJ, Krzanowski WJ, Hand DJ, Krzanowski WJ, Hand DJet al., 2009, A simple method for screening variables before clustering microarray data, COMPUTATIONAL STATISTICS & DATA ANALYSIS, Vol: 53, Pages: 2747-2753, ISSN: 0167-9473

JOURNAL ARTICLE

Pei T, Jasra A, Hand DJ, Zhu A-X, Zhou C, Pei T, Jasra A, Hand DJ, Zhu A-X, Zhou Cet al., 2009, DECODE: a new method for discovering clusters of different densities in spatial data, DATA MINING AND KNOWLEDGE DISCOVERY, Vol: 18, Pages: 337-369, ISSN: 1384-5810

JOURNAL ARTICLE

Whitrow C, Hand DJ, Juszczak P, Weston D, Adams NM, Whitrow C, Hand DJ, Juszczak P, Weston D, Adams NM, Whitrow C, Hand DJ, Juszczak P, Weston DJ, Adams NMet al., 2009, Transaction aggregation as a strategy for credit card fraud detection, DATA MINING AND KNOWLEDGE DISCOVERY, Vol: 18, Pages: 30-55, ISSN: 1384-5810

JOURNAL ARTICLE

Agrawal MC, Caudill SB, Chakraborti S, Draper N, Dryden I, Gani J, Gilmour SG, Govindarajulu Z, Hand DJ, Franses PH, Kacker R, Khamis H, Khuri AI, Lewis T, Mardia K, McLachlan G, Naik D, Prescott P, Kumar VSS, Tomizawa S, Wynn Het al., 2008, Professor Gopal Kanji's retirement as editor of Journal of Applied Statistics, JOURNAL OF APPLIED STATISTICS, Vol: 35, Pages: 1-8, ISSN: 0266-4763

JOURNAL ARTICLE

Anagnostopoulos C, Adams NM, Hand DJ, 2008, Deciding what to observe next: adaptive variable selection for regression in multivariate data streams, 23rd Annual ACM Symposium on Applied Computing, Publisher: ASSOC COMPUTING MACHINERY, Pages: 961-965

CONFERENCE PAPER

Anagnostopoulos C, Tasoulis D, Hand DJ, Adams NM, Anagnostopoulos C, Tasoulis DK, Adams NM, Hand DJet al., 2008, Online optimization for variable selection in data streams, 18th European Conference on Artificial Intelligence, Publisher: IOS PRESS, Pages: 132-+, ISSN: 0922-6389

CONFERENCE PAPER

Brentnall AR, Crowder MJ, Hand DJ, Brentnall AR, Crowder MJ, Hand DJ, Brentnall AR, Crowder MJ, Hand DJet al., 2008, A statistical model for the temporal pattern of individual automated teller machine withdrawals, JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, Vol: 57, Pages: 43-59, ISSN: 0035-9254

Models of consumer behaviour that are based purely on empirical relationships in data can perform well in the short term but often degrade rapidly with changing circumstances. Superior longer-term performance can sometimes be attained by developing models for the deeper processes underlying the consumer behaviour. We develop a random-effects point process model for automated teller machine withdrawals. Estimation, prediction and computational issues are discussed. The model may be used to predict behaviour for an individual and to assess when state changes in individual behaviour have occurred and as a description of behaviour for a portfolio of accounts. Copyright 2008 Royal Statistical Society.

JOURNAL ARTICLE

Hand DJ, 2008, The Statistical Analysis of Recurrent Events by Richard J. Cook, Jerald F. Lawless, International Statistical Review, Vol: 76, Pages: 142-143

JOURNAL ARTICLE

Hand DJ, 2008, A Statistical Approach to Neural Networks for Pattern Recognition by Robert A. Dunne, International Statistical Review, Vol: 76, Pages: 140-140

JOURNAL ARTICLE

Hand DJ, 2008, Understanding Complex Datasets: Data Mining with Matrix Decompositions by David B. Skillicorn, International Statistical Review, Vol: 76, Pages: 142-142

JOURNAL ARTICLE

Hand DJ, 2008, Random Dynamical Systems: Theory and Applications by Rabi Bhattacharya, Mukul Majumdar, International Statistical Review, Vol: 76, Pages: 143-144

JOURNAL ARTICLE

Hand DJ, 2008, Evaluating Clinical Research: All That Glitters is not Gold, 2nd Edition by Bengt D. Furberg, Curt D. Furberg, International Statistical Review, Vol: 76, Pages: 144-145

JOURNAL ARTICLE

Hand DJ, 2008, Data Clustering: Theory, Algorithms, and Applications by Guojun Gan, Chaoqun Ma, Jianhong Wu, International Statistical Review, Vol: 76, Pages: 141-141

JOURNAL ARTICLE

Hand DJ, 2008, New Drug Development: Design, Methodology, and Analysis by J. Rick Turner, International Statistical Review, Vol: 76, Pages: 305-306

JOURNAL ARTICLE

Hand DJ, 2008, Financial Surveillance edited by Marianne Frisén, International Statistical Review, Vol: 76, Pages: 304-305

JOURNAL ARTICLE

Hand DJ, 2008, Probability and Information: An Integrated Approach, Second Edition by David Applebaum, International Statistical Review, Vol: 76, Pages: 449-450

JOURNAL ARTICLE

Hand DJ, 2008, Applied Data Analytic Techniques for Turning Points Research edited by Patricia Cohen, International Statistical Review, Vol: 76, Pages: 448-449

JOURNAL ARTICLE

Hand DJ, 2008, Statistical Decision Theory: Estimation, Testing, and Selection by Friedrich Liese, Klaus-J. Miescke, International Statistical Review, Vol: 76, Pages: 450-450

JOURNAL ARTICLE

Hand DJ, 2008, Meta Analysis: A Guide to Calibrating and Combining Statistical Evidence by Elena Kulinskaya, Stephan Morgenthaler, Robert G. Staudte, International Statistical Review, Vol: 76, Pages: 459-459

JOURNAL ARTICLE

Hand DJ, 2008, Statistical Analysis and Modelling of Spatial Point Patterns by Janine Illian, Antti Penttinen, Helga Stoyan, Dietrich Stoyan, International Statistical Review, Vol: 76, Pages: 458-458

JOURNAL ARTICLE

Hand DJ, 2008, Linking and Aligning Scores and Scales edited by Neil J. Dorans, Mary Pommerich, Paul W. Holland, International Statistical Review, Vol: 76, Pages: 457-458

JOURNAL ARTICLE

Hand DJ, 2008, Analysis of Multivariate Social Science Data, Second Edition by David J. Bartholomew, Fiona Steele, Irini Moustaki, Jane Galbraith, International Statistical Review, Vol: 76, Pages: 456-456

JOURNAL ARTICLE

Hand DJ, Hand DJ, 2008, Data mining: methods and models by d. T. Larose., Biometrics, Vol: 64, Pages: 316-316, ISSN: 0006-341X

JOURNAL ARTICLE

Hand DJ, Hand DJ, Hand DJ, 2008, Comment on "The skill plot: A graphical technique for evaluating continuous diagnostic tests", BIOMETRICS, Vol: 64, Pages: 259-259, ISSN: 0006-341X

JOURNAL ARTICLE

Hand DJ, Hand DJ, Hand DJ, Hand DJet al., 2008, Breast cancer diagnosis from proteomic mass spectrometry data: a comparative evaluation., Stat Appl Genet Mol Biol, Vol: 7, Pages: Article15-15, ISSN: 2194-6302

The performance results of a wide range of different classifiers applied to proteomic mass spectra data, in a blind comparative assessment organised by Bart Mertens, are reviewed. The different approaches are summarised, issues of how to evaluate and compare the predictions are described, and the results of the different methods are examined. Although the different methods perform differently, their rank ordering varies according to how one measures performance, so that one cannot draw unequivocal conclusions about which is 'best.' Instead, it is clear that what matters is not the method by itself, but the interaction of method and user - the degree of sophistication of the user with a method. Nevertheless, such competitions do serve the useful role of setting (constantly improving) baselines against which new researchers can pit their wits and methods, as well as providing standards against which new methods should be assessed.

JOURNAL ARTICLE

Hand DJ, Whitrow C, Adams NM, Juszczak P, Weston D, Hand DJ, Whitrow C, Adams NM, Juszczak P, Weston D, Hand DJ, Whitrow C, Adams NM, Juszczak P, Weston Det al., 2008, Performance criteria for plastic card fraud detection tools, JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, Vol: 59, Pages: 956-962, ISSN: 0160-5682

JOURNAL ARTICLE

Hughes S, Keene O, Howitt N, Roes K, Ashby D, Beltangady M, Bird SM, Burton C, Buyse M, Day S, van Ewijk P, Fletcher C, Grieve AP, Guinot C, Hand DJ, Hemmings R, Holt D, Hothorn L, Jagers P, Keiding N, Korhonen P, Lesaffre E, Lewis JA, Molenberghs G, Neumann N, Olsen KJ, van Osta G, Pocock S, Rockhold F, Rossi A, Senn S, Stijnen T, Vaeth M, Wiklund SJ, Wolfram J, Hughes S, Hughes S, Hughes Set al., 2008, European regulatory agencies should employ full time statisticians, BRITISH MEDICAL JOURNAL, Vol: 336, Pages: 250-250, ISSN: 0959-8146

JOURNAL ARTICLE

Jamain A, Hand DJ, Jamain A, Hand DJet al., 2008, Mining supervised classification performance studies: A meta-analytic investigation, JOURNAL OF CLASSIFICATION, Vol: 25, Pages: 87-112, ISSN: 0176-4268

JOURNAL ARTICLE

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