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David J. Hand

Papers on DiSC'02


Significance Tests for Patterns in Continuous Data

Publications


Note: Links lead to the DBLP on the Web.

David J. Hand

18 Frank Hoffmann , David J. Hand, Niall M. Adams , Douglas Fisher , Gabriela Guimarães : Advances in Intelligent Data Analysis, 4th International Conference, IDA 2001, Cascais, Portugal, September 13-15, 2001, Proceedings. Springer 2001

17 Richard J. Bolton , David J. Hand: Significance Tests for Patterns in Continuous Data. ICDM 2001 : 67-74

16 José Tomé A. S. Ferreira , David G. T. Denison , David J. Hand: Data Mining with Products of Trees. IDA 2001 : 167-176

15 Dave Yearling , David J. Hand: Investigating Temporal Patterns of Fault Behaviour within Large Telephony Networks. IDA 2001 : 340-349

14 Paul R. Cohen , Niall M. Adams , David J. Hand: The IDA'01 Robot Data Challenge. IDA 2001 : 378-382

13 David J. Hand, Niall M. Adams , Mark G. Kelly : Multiple Classifier Systems Based on Interpretable Linear Classifiers. Multiple Classifier Systems 2001 : 136-147

12 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)

11 Niall M. Adams , David J. Hand: Improving the Practice of Classifier Performance Assessment. Neural Computation 12 (2): 305-311 (2000)

10 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

9 Mark G. Kelly , David J. Hand, Niall M. Adams : Supervised Classification Problems: How to Be Both Judge and Jury. IDA 1999 : 235-244

8 Bart J. A. Mertens , David J. Hand: Adjusted Estimation for the Combination of Classifiers. IDA 1999 : 317-330

7 Mark G. Kelly , David J. Hand, Niall M. Adams : The Impact of Changing Populations on Classifier Performance. KDD 1999 : 367-371

6 David J. Hand: Statistics and Data Mining: Intersecting Disciplines. SIGKDD Explorations 1 (1): 16-19 (1999)

5 Mark G. Kelly , David J. Hand, Niall M. Adams : Defining the Goals to Optimise Data Mining Performance. KDD 1998 : 234-238

4 David J. Hand: Review of The Art of Causal Conjecture. AI Magazine 19 (1): 131-132 (1998)

3 David J. Hand: Intelligent Data Analysis: Issues and Opportunities. IDA 1997 : 1-14

2 Jonathan J. Oliver , David J. Hand: On Pruning and Averaging Decision Trees. ICML 1995 : 430-437

1 Jonathan J. Oliver , David J. Hand: Averaging Over Decision Stumps. ECML 1994 : 231-241




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