David J. Hand

	2009
70		James Bentham, David J. Hand: Detecting New Kinds of Patient Safety Incidents. Discovery Science 2009: 51-65
69		David J. Hand: Mismatched models, wrong results, and dreadful decisions: on choosing appropriate data mining tools. KDD 2009: 1-2
68		Adrien Jamain, David J. Hand: Where are the large and difficult datasets? Adv. Data Analysis and Classification 3(1): 25-38 (2009)
67		Christopher Whitrow, David J. Hand, Piotr Juszczak, David J. Weston, Niall M. Adams: Transaction aggregation as a strategy for credit card fraud detection. Data Min. Knowl. Discov. 18(1): 30-55 (2009)
66		Tao Pei, Ajay Jasra, David J. Hand, A-Xing Zhu, Chenghu Zhou: DECODE: a new method for discovering clusters of different densities in spatial data. Data Min. Knowl. Discov. 18(3): 337-369 (2009)
	2008
65		Christoforos Anagnostopoulos, Dimitris K. Tasoulis, David J. Hand, Niall M. Adams: Online optimization for variable selection in data streams. ECAI 2008: 132-136
64		Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand: Dynamic Multi-Armed Bandit with Covariates. ECAI 2008: 777-778
63		Christoforos Anagnostopoulos, Niall M. Adams, David J. Hand: Deciding what to observe next: adaptive variable selection for regression in multivariate data streams. SAC 2008: 961-965
62		David J. Weston, David J. Hand, Niall M. Adams, Christopher Whitrow, Piotr Juszczak: Plastic card fraud detection using peer group analysis. Adv. Data Analysis and Classification 2(1): 45-62 (2008)
61		Piotr Juszczak, Niall M. Adams, David J. Hand, Christopher Whitrow, David J. Weston: Off-the-peg and bespoke classifiers for fraud detection. Computational Statistics & Data Analysis 52(9): 4521-4532 (2008)
60		Adrien Jamain, David J. Hand: Mining Supervised Classification Performance Studies: A Meta-Analytic Investigation. J. Classification 25(1): 87-112 (2008)
59		Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus F. M. Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand, Dan Steinberg: Top 10 algorithms in data mining. Knowl. Inf. Syst. 14(1): 1-37 (2008)
58		Bhekisipho Twala, M. C. Jones, David J. Hand: Good methods for coping with missing data in decision trees. Pattern Recognition Letters 29(7): 950-956 (2008)
	2007
57		Niall M. Adams, David J. Hand: Note on parallel universes. Parallel Universes and Local Patterns 2007
56		Wojtek J. Krzanowski, David J. Hand: A recursive partitioning tool for interval prediction. Adv. Data Analysis and Classification 1(3): 241-254 (2007)
55		Martin Crowder, David J. Hand, Wojtek J. Krzanowski: On optimal intervention for customer lifetime value. European Journal of Operational Research 183(3): 1550-1559 (2007)
54		I-Ding Wu, David J. Hand: Handling selection bias when choosing actions in retail credit applications. European Journal of Operational Research 183(3): 1560-1568 (2007)
53		David J. Hand, Wojtek J. Krzanowski, Martin Crowder: Optimal predictive partitioning. Statistics and Computing 17(1): 11-21 (2007)
	2006
52		Dimitris K. Tasoulis, Niall M. Adams, David J. Hand: Unsupervised Clustering In Streaming Data. ICDM Workshops 2006: 638-642
51		David J. Hand: Protection or Privacy? Data Mining and Personal Data. PAKDD 2006: 1-10
50		Zhicheng Zhang, David J. Hand: Detecting groups of anomalously similar objects in large data sets. Intell. Data Anal. 10(5): 473-483 (2006)
	2005
49		Zhicheng Zhang, David J. Hand: Detecting Groups of Anomalously Similar Objects in Large Data Sets. IDA 2005: 509-519
48		David J. Hand, Wojtek J. Krzanowski: Optimising k. Computational Statistics & Data Analysis 49(4): 969-973 (2005)
47		David J. Hand, So Young Sohn, Yoonseong Kim: Optimal bipartite scorecards. Expert Syst. Appl. 29(3): 684-690 (2005)
46		Adrien Jamain, David J. Hand: The Naive Bayes Mystery: A classification detective story. Pattern Recognition Letters 26(11): 1752-1760 (2005)
	2004
45		David J. Hand: Strength in Diversity: The Advance of Data Analysis. ECML 2004: 18-26
44		David J. Hand, Niall M. Adams, Nick A. Heard: Pattern Discovery Tools for Detecting Cheating in Student Coursework. Local Pattern Detection 2004: 39-52
43		David J. Hand: Strength in Diversity: The Advance of Data Analysis. PKDD 2004: 18-26
42		Ross A. McDonald, Idris A. Eckley, David J. Hand: A Classifier Combination Tree Algorithm. SSPR/SPR 2004: 609-617
41		Richard J. Bolton, David J. Hand, Martin Crowder: Significance tests for unsupervised pattern discovery in large continuous multivariate data sets. Computational Statistics & Data Analysis 46(1): 57-79 (2004)
40		Ross A. McDonald, David J. Hand, Idris A. Eckley: A Multiclass Extension To The Brownboost Algorithm. IJPRAI 18(5): 905-931 (2004)
	2003
39		Michael R. Berthold, David J. Hand: Intelligent Data Analysis, An Introduction, 2nd editon Springer 2003
38		Ross A. McDonald, David J. Hand, Idris A. Eckley: An Empirical Comparison of Three Boosting Algorithms on Real Data Sets with Artificial Class Noise. Multiple Classifier Systems 2003: 35-44
37		David J. Hand, Daniel A. Keim, Raymond T. Ng: Guest Editorial. Data Min. Knowl. Discov. 7(3): 239-240 (2003)
36		David J. Hand, Daniel A. Keim, Raymond T. Ng: Guest Editorial. Data Min. Knowl. Discov. 7(4): 347-348 (2003)
35		David J. Hand: Book Review: Data Mining and Knowledge Discovery with Evolutionary Programs. Genetic Programming and Evolvable Machines 4(3): 287-289 (2003)
34		David J. Hand, Veronica Vinciotti: Choosing k for two-class nearest neighbour classifiers with unbalanced classes. Pattern Recognition Letters 24(9-10): 1555-1562 (2003)
33		Richard J. Bolton, David J. Hand, Andrew R. Webb: Projection techniques for nonlinear principal component analysis. Statistics and Computing 13(3): 267-276 (2003)
	2002
32		David J. Hand, Niall M. Adams, Richard J. Bolton: Pattern Detection and Discovery, ESF Exploratory Workshop, London, UK, September 16-19, 2002, Proceedings Springer 2002
31		David J. Hand: Pattern Detection and Discovery. Pattern Detection and Discovery 2002: 1-12
30		Richard J. Bolton, David J. Hand, Niall M. Adams: Determining Hit Rate in Pattern Search. Pattern Detection and Discovery 2002: 36-48
29		David J. Hand: It's been great - and the future looks even better. Statistics and Computing 12(1): 5 (2002)
	2001
28		Frank Hoffmann, David J. Hand, Niall M. Adams, Douglas H. Fisher, Gabriela Guimarães: Advances in Intelligent Data Analysis, 4th International Conference, IDA 2001, Cascais, Portugal, September 13-15, 2001, Proceedings Springer 2001
27		Richard J. Bolton, David J. Hand: Significance Tests for Patterns in Continuous Data. ICDM 2001: 67-74
26		José Tomé A. S. Ferreira, David G. T. Denison, David J. Hand: Data Mining with Products of Trees. IDA 2001: 167-176
25		Dave Yearling, David J. Hand: Investigating Temporal Patterns of Fault Behaviour within Large Telephony Networks. IDA 2001: 340-349
24		Paul R. Cohen, Niall M. Adams, David J. Hand: The IDA'01 Robot Data Challenge. IDA 2001: 378-382
23		David J. Hand, Niall M. Adams, Mark G. Kelly: Multiple Classifier Systems Based on Interpretable Linear Classifiers. Multiple Classifier Systems 2001: 136-147
22		David J. Hand, Robert J. Till: A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems. Machine Learning 45(2): 171-186 (2001)
	2000
21		Bart J. A. Mertens, David J. Hand: Adjusted estimation for the combination of classifiers. Intell. Data Anal. 4(2): 165-179 (2000)
20		David J. Hand, Douglas H. Fisher, Michael R. Berthold: Advances in intelligent data analysis. Intell. Data Anal. 4(2): 93-95 (2000)
19		Niall M. Adams, David J. Hand: Improving the Practice of Classifier Performance Assessment. Neural Computation 12(2): 305-311 (2000)
	1999
18		David J. Hand, Joost N. Kok, Michael R. Berthold: Advances in Intelligent Data Analysis, Third International Symposium, IDA-99, Amsterdam, The Netherlands, August 1999, Proceedings Springer 1999
17		Mark G. Kelly, David J. Hand, Niall M. Adams: Supervised Classification Problems: How to Be Both Judge and Jury. IDA 1999: 235-244
16		Bart J. A. Mertens, David J. Hand: Adjusted Estimation for the Combination of Classifiers. IDA 1999: 317-330
15		Mark G. Kelly, David J. Hand, Niall M. Adams: The Impact of Changing Populations on Classifier Performance. KDD 1999: 367-371
14		Niall M. Adams, David J. Hand: Comparing classifiers when the misallocation costs are uncertain. Pattern Recognition 32(7): 1139-1147 (1999)
13		David J. Hand: Statistics and Data Mining: Intersecting Disciplines. SIGKDD Explorations 1(1): 16-19 (1999)
	1998
12		Mark G. Kelly, David J. Hand, Niall M. Adams: Defining the Goals to Optimise Data Mining Performance. KDD 1998: 234-238
11		David J. Hand: Review of The Art of Causal Conjecture. AI Magazine 19(1): 131-132 (1998)
10		David J. Hand: Intelligent Data Analysis: Issues and Opportunities. Intell. Data Anal. 2(1-4): 67-79 (1998)
9		David J. Hand, Jonathan J. Oliver, A. Daniel Lunn: Discriminant analysis when the classes arise from a continuum. Pattern Recognition 31(5): 641-650 (1998)
	1997
8		David J. Hand: Intelligent Data Analysis: Issues and Opportunities. IDA 1997: 1-14
	1995
7		Jonathan J. Oliver, David J. Hand: On Pruning and Averaging Decision Trees. ICML 1995: 430-437
	1994
6		Jonathan J. Oliver, David J. Hand: Averaging Over Decision Stumps. ECML 1994: 231-241
	1990
5		David J. Hand: Introduction. Ann. Math. Artif. Intell. 2: 1-3 (1990)
4		David J. Hand: Practical experience in developing statistical knowledge enhancement systems. Ann. Math. Artif. Intell. 2: 197-208 (1990)
3		J. P. Myles, David J. Hand: The multi-class metric problem in nearest neighbour discrimination rules. Pattern Recognition 23(11): 1291-1297 (1990)
	1983
2		A. M. R. Smith, L. S. Lee, David J. Hand: Interactive User-Friendly Interfaces to Statistical Packages. Comput. J. 26(3): 199-204 (1983)
	1978
1		David J. Hand, B. G. Batchelor: Experiments on the edited condensed nearest neighbor rule. Inf. Sci. 14(3): 171-180 (1978)

Coauthor Index

1	Niall M. Adams	[12] [14] [15] [17] [19] [23] [24] [28] [30] [32] [44] [52] [57] [61] [62] [63] [64] [65] [67]
2	Christoforos Anagnostopoulos	[63] [65]
3	B. G. Batchelor	[1]
4	James Bentham	[70]
5	Michael R. Berthold	[18] [20] [39]
6	Richard J. Bolton	[27] [30] [32] [33] [41]
7	Paul R. Cohen	[24]
8	Martin Crowder	[41] [53] [55]
9	David G. T. Denison	[26]
10	Idris A. Eckley	[38] [40] [42]
11	José Tomé A. S. Ferreira	[26]
12	Douglas H. Fisher	[20] [28]
13	Joydeep Ghosh	[59]
14	Gabriela Guimarães	[28]
15	Nick A. Heard	[44]
16	Frank Hoffmann	[28]
17	Adrien Jamain	[46] [60] [68]
18	Ajay Jasra	[66]
19	M. C. Jones	[58]
20	Piotr Juszczak	[61] [62] [67]
21	Daniel A. Keim	[36] [37]
22	Mark G. Kelly	[12] [15] [17] [23]
23	Yoonseong Kim	[47]
24	Joost N. Kok	[18]
25	Wojtek J. Krzanowski (Wojtek Janusz Krzanowski)	[48] [53] [55] [56]
26	Vipin Kumar	[59]
27	L. S. Lee	[2]
28	Bing Liu	[59]
29	A. Daniel Lunn	[9]
30	Ross A. McDonald	[38] [40] [42]
31	Geoffrey J. McLachlan	[59]
32	Bart J. A. Mertens	[16] [21]
33	Hiroshi Motoda	[59]
34	J. P. Myles	[3]
35	Angus F. M. Ng	[59]
36	Raymond T. Ng	[36] [37]
37	Jonathan J. Oliver	[6] [7] [9]
38	Nicos G. Pavlidis	[64]
39	Tao Pei	[66]
40	J. Ross Quinlan	[59]
41	A. M. R. Smith	[2]
42	So Young Sohn	[47]
43	Michael Steinbach	[59]
44	Dan Steinberg	[59]
45	Dimitris K. Tasoulis	[52] [64] [65]
46	Robert J. Till	[22]
47	Bhekisipho Twala	[58]
48	Veronica Vinciotti	[34]
49	Andrew R. Webb	[33]
50	David J. Weston	[61] [62] [67]
51	Christopher Whitrow	[61] [62] [67]
52	I-Ding Wu	[54]
53	Xindong Wu	[59]
54	Qiang Yang	[59]
55	Dave Yearling	[25]
56	Philip S. Yu	[59]
57	Zhicheng Zhang	[49] [50]
58	Chenghu Zhou	[66]
59	Zhi-Hua Zhou	[59]
60	A-Xing Zhu	[66]

Colors in the list of coauthors