Publications
314 results found
Anagnostopoulos C, Tasoulis DK, Adams NM, et al., 2008, Online optimization for variable selection in data streams, ECAI 2008, 18th European Conference on Artificial Intelligence, Pages: 132-136
Brentnall AR, Crowder MJ, Hand DJ, 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
- Author Web Link
- Open Access Link
- Cite
- Citations: 7
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
- Author Web Link
- Cite
- Citations: 2
Crowder M, Hand DJ, Krzanowski W, 2007, On optimal intervention for customer lifetime value, EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, Vol: 183, Pages: 1550-1559, ISSN: 0377-2217
- Author Web Link
- Cite
- Citations: 8
Wu I-D, Hand DJ, 2007, Handling selection bias when choosing actions in retail credit applications, EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, Vol: 183, Pages: 1560-1568, ISSN: 0377-2217
- Author Web Link
- Cite
- Citations: 5
Hand DJ, 2007, Statistical Development of Quality in Medicine by Per Winkel, Nien Fan Zhang, International Statistical Review, Vol: 75, Pages: 417-417
Hand DJ, 2007, Matrix Methods in Data Mining and Pattern Recognition by Lars Eldén, International Statistical Review, Vol: 75, Pages: 418-418
Hand DJ, 2007, Dynamic Data Assimilation: A Least Squares Approach by John M. Lewis, S. Lakshmivarahan, Sudarshan Dhall, International Statistical Review, Vol: 75, Pages: 410-410
Hand DJ, 2007, Data Mining the Web: Uncovering Patterns in Web Content, Structure, and Usage by Zdravko Markov, Daniel T. Larose, International Statistical Review, Vol: 75, Pages: 409-409
Krzanowski WJ, Hand DJ, 2007, A recursive partitioning tool for interval prediction, ADVANCES IN DATA ANALYSIS AND CLASSIFICATION, Vol: 1, Pages: 241-254, ISSN: 1862-5347
- Author Web Link
- Cite
- Citations: 1
Hand DJ, 2007, On Briggs and Zaretzki: The Skill Plot: A Graphical Technique for Evaluating Continuous Diagnostic Tests., Biometrics
Hand DJ, 2007, Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel with XLMiner by Galit Shmueli, Nitin R. Patel, Peter C. Bruce, International Statistical Review, Vol: 75, Pages: 256-256
Hand DJ, 2007, Finite Mixture and Markov Switching Models by Sylvia Frühwirth-Schnatter, International Statistical Review, Vol: 75, Pages: 255-255
Hand DJ, 2007, The Nature of Statistical Evidence by Bill Thompson, International Statistical Review, Vol: 75, Pages: 254-255
Hand DJ, 2007, The Risks of Financial Institutions edited by Mark Carey, Rene M. Stulz, International Statistical Review, Vol: 75, Pages: 266-267
Tasoulis DK, Adams NM, Hand DJ, 2007, Should Delayed Measurements Always be Incorporated in Filtering?, 15th International Conference on Digital Signal Processlng (DSP 2007), Pages: 264-267
Hand DJ, Krzanowski WJ, Crowder MJ, 2007, Optimal predictive partitioning, STATISTICS AND COMPUTING, Vol: 17, Pages: 11-21, ISSN: 0960-3174
Hutton JL, Collett D, McNicol J, et al., 2007, Discussion on the paper by Taplin, JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, Vol: 170, Pages: 290-300, ISSN: 0964-1998
Hand DJ, Whitrow C, Adams NM, et al., 2007, Performance criteria for plastic card fraud detection tools, Journal of the Operational Research Society
Hand DJ, 2007, Principles of data mining, 3rd Biennial Conference on Signal Detection and Interpretation, Pages: 621-622
Data mining is the discovery of interesting, unexpected or valuable structures in large datasets. As such, it has two rather different aspects. One of these concerns large-scale, 'global' structures, and the aim is to model the shapes, or features of the shapes, of distributions. The other concerns small-scale, 'local' structures, and the aim is to detect these anomalies and decide if they are real or chance occurrences. In the context of signal detection in the pharmaceutical sector, most interest lies in the second of the above two aspects; however, signal detection occurs relative to an assumed background model, therefore, some discussion of the first aspect is also necessary. This paper gives a lightning overview of data mining and its relation to statistics, with particular emphasis on tools for the detection of adverse drug reactions.
Hand DJ, 2007, Principles of data mining, DRUG SAFETY, Vol: 30, Pages: 621-622, ISSN: 0114-5916
- Author Web Link
- Cite
- Citations: 168
Hand DJ, 2006, Classifier technology and the illusion of progress, STATISTICAL SCIENCE, Vol: 21, Pages: 1-14, ISSN: 0883-4237
- Author Web Link
- Cite
- Citations: 429
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
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
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-+
- Author Web Link
- Cite
- Citations: 20
King MD, Crowder MJ, Hand DJ, et 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
- Author Web Link
- Cite
- Citations: 1
Crowder M, Hand DJ, 2005, On loss distributions from installment-repaid loans, LIFETIME DATA ANALYSIS, Vol: 11, Pages: 545-564, ISSN: 1380-7870
- Author Web Link
- Cite
- Citations: 1
Heard NA, Holmes CC, Stephens DA, et al., 2005, Bayesian coclustering of <i>Anopheles</i> 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
- Author Web Link
- Cite
- Citations: 44
Hand DJ, Sohn SY, Kim Y, 2005, Optimal bipartite scorecards, EXPERT SYSTEMS WITH APPLICATIONS, Vol: 29, Pages: 684-690, ISSN: 0957-4174
- Author Web Link
- Cite
- Citations: 20
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
- Author Web Link
- Cite
- Citations: 76
This data is extracted from the Web of Science and reproduced under a licence from Thomson Reuters. You may not copy or re-distribute this data in whole or in part without the written consent of the Science business of Thomson Reuters.