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 CV

 
 
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Assistant

 

Mrs Agnieszka Damasiewicz Niccolai +44 (0)20 7594 2843

 
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Location

 

547Huxley BuildingSouth Kensington Campus

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Summary

 

Publications

Publication Type
Year
to

291 results found

Hand DJ, 2006, Classifier technology and the illusion of progress, STATISTICAL SCIENCE, Vol: 21, Pages: 1-14, ISSN: 0883-4237

JOURNAL ARTICLE

Tasoulis DK, Adams NM, Hand DJ, 2006, Unsupervised clustering in streaming data, 6th IEEE International Conference on Data Mining, Publisher: IEEE COMPUTER SOC, Pages: 638-+

CONFERENCE PAPER

Zhang Z, Hand DJ, 2006, Detecting groups of anomalously similar objects in large data sets, 6th International Symposium on Intelligent Data Analysis, Publisher: IOS PRESS, Pages: 473-483, ISSN: 1088-467X

CONFERENCE PAPER

Hand DJ, 2006, Protection or privacy? Data mining and personal data, Berlin, Advances in Knowledge Discovery and Data mining: 10th Pacific-Asia Conference (PAKDD 2006), 9 - 12 April 2006, Singapore, Publisher: Springer, Pages: 1-10

CONFERENCE PAPER

King MD, Crowder MJ, Hand DJ, Harris NG, Williams SR, Obrenovitch TP, Gadian DGet al., 2005, Is anoxic depolarisation associated with an ADC threshold? A Markov chain Monte Carlo analysis, NMR IN BIOMEDICINE, Vol: 18, Pages: 587-594, ISSN: 0952-3480

JOURNAL ARTICLE

Crowder M, Hand DJ, 2005, On loss distributions from installment-repaid loans, LIFETIME DATA ANALYSIS, Vol: 11, Pages: 545-564, ISSN: 1380-7870

JOURNAL ARTICLE

Heard NA, Holmes CC, Stephens DA, Hand DJ, Dimopoulos Get al., 2005, Bayesian coclustering of Anopheles gene expression time series: Study of immune defense response to multiple experimental challenges, PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, Vol: 102, Pages: 16939-16944, ISSN: 0027-8424

JOURNAL ARTICLE

Hand DJ, Sohn SY, Kim Y, 2005, Optimal bipartite scorecards, EXPERT SYSTEMS WITH APPLICATIONS, Vol: 29, Pages: 684-690, ISSN: 0957-4174

JOURNAL ARTICLE

Thomas LC, Oliver RW, Hand DJ, 2005, A survey of the issues in consumer credit modelling research, JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, Vol: 56, Pages: 1006-1015, ISSN: 0160-5682

JOURNAL ARTICLE

Hand DJ, 2005, Good practice in retail credit scorecard assessment, Credit Rating and Scoring Models Conference, Publisher: PALGRAVE MACMILLAN LTD, Pages: 1109-1117, ISSN: 0160-5682

CONFERENCE PAPER

De Veaux RD, Hand DJ, 2005, How to lie with bad data, STATISTICAL SCIENCE, Vol: 20, Pages: 231-238, ISSN: 0883-4237

JOURNAL ARTICLE

Jamain A, Hand DJ, 2005, The Naive Bayes Mystery: a classification detective story, PATTERN RECOGNITION LETTERS, Vol: 26, Pages: 1752-1760, ISSN: 0167-8655

JOURNAL ARTICLE

Hand DJ, Crowder MJ, 2005, Measuring customer quality in retail banking, STATISTICAL MODELLING, Vol: 5, Pages: 145-158, ISSN: 1471-082X

JOURNAL ARTICLE

Hand DJ, Heard NA, 2005, Finding groups in gene expression data, JOURNAL OF BIOMEDICINE AND BIOTECHNOLOGY, Pages: 215-225, ISSN: 1110-7243

JOURNAL ARTICLE

Hand DJ, 2005, Supervised classification and tunnel vision, APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, Vol: 21, Pages: 97-109, ISSN: 1524-1904

JOURNAL ARTICLE

Hand DJ, 2005, Data mining, Encyclopedia of statistics in behavioral science, Editors: Everitt, Howell, Publisher: Wiley, Pages: 461-465, ISBN: 9780470860809

BOOK CHAPTER

Zhang Z, Hand DJ, 2005, Detecting groups of anomalously similar objects in large data sets, Berlin, Advances in Intelligent Data Analysis; IDA 2005, 6th International symposium; Madrid, Publisher: Springer, Pages: 509-519

CONFERENCE PAPER

Hand DJ, 2005, Modern data analysis tools in personal financial services: a quantitative revolution?, N/A, Data mining et apprentissage statistique applications en assurance, Niort, France, 12 - 13 May 2005, Publisher: N/A, Pages: 1-8

CONFERENCE PAPER

Hand DJ, 2005, Pattern recognition, Handbook of statistics, Editors: Rao, Wegman, Amsterdam, Publisher: Elsevier, Pages: 213-228, ISBN: 9780444511416

BOOK CHAPTER

Hand DJ, 2005, Grade inflation, Kingston, Ontario, Statistics, science and public policy IX. Government, science and politics. Proceedings of the conference on statistics, science and public policy held at Herstmonceux Castle, Hailsham, UK, 21 - 24 April 2004, Publisher: Queen's University, Pages: 115-124

CONFERENCE PAPER

Cox DR, Hand DJ, Herzberg AM, 2005, Selected statistical papers of Sir David Cox: foundations of statistical inference, theoretical statistics, time series and stochastic processes (Vol.2), Cambridge, Publisher: Cambridge University Press, ISBN: 9780521849401

BOOK

Hand, David J, Krzanowski, Wojtek Jet al., 2005, Optimising k-means clustering results with standard software packages, Computational Statistics & Data Analysis, Vol: 49, Pages: 969-973, ISSN: 0167-9473

JOURNAL ARTICLE

Hand DJ, Adams NM, Heard NA, 2005, Pattern discovery tools for detecting cheating in student coursework, Berlin, Local pattern detection. International seminar. Dagstuhl Castle, Germany, 12 - 16 April 2004, Publisher: Springer-Verlag, Pages: 39-52

CONFERENCE PAPER

Hand D, 2005, Data analysis in personal financial services: a rich opportunity, Significance, Vol: 2, Pages: 110-113, ISSN: 1740-9705

JOURNAL ARTICLE

Hand DJ, 2005, Size matters-how measurement defines our world, Significance, Vol: 2, Pages: 81-83, ISSN: 1740-9705

JOURNAL ARTICLE

Cox DR, Hand DJ, Herzberg AM, 2005, Selected statistical papers of Sir David Cox: design of investigations, statistical methods and applications (Vol.1), Cambridge, Publisher: Cambridge University Press, ISBN: 9780521858168

BOOK

Hand DJ, Bolton RJ, 2004, Pattern discovery and detection: A unified statistical methodology, JOURNAL OF APPLIED STATISTICS, Vol: 31, Pages: 885-924, ISSN: 0266-4763

JOURNAL ARTICLE

Mcdonald RA, Hand DJ, Eckley IA, 2004, A multiclass extension to the Brownboost algorithm, INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, Vol: 18, Pages: 905-931, ISSN: 0218-0014

JOURNAL ARTICLE

Hand DJ, 2004, Deconstructing Statistical Questions

Too much current statistical work takes a superficial view of the client's research question, adopting techniques which have a solid history, a sound mathematical basis or readily available software, but without considering in depth whether the questions being answered are in fact those which should be asked. Examples, some familiar and others less so, are given to illustrate this assertion. It is clear that establishing the mapping from the client's domain to a statistical question is one of the most difficult parts of a statistical analysis. It is a part in which the responsibility is shared by both client and statistician. A plea is made for more research effort to go in this direction and some suggestions are made for ways to tackle the problem.

SCHOLARLY EDITION

Bolton RJ, Hand DJ, Crowder M, 2004, Significance tests for unsupervised pattern discovery in large continuous multivariate data sets, COMPUTATIONAL STATISTICS & DATA ANALYSIS, Vol: 46, Pages: 57-79, ISSN: 0167-9473

JOURNAL ARTICLE

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