| 2009 |
|---|
| 28 | Transaction aggregation as a strategy for credit card fraud detection. Christopher Whitrow, David J. Hand, Piotr Juszczak, David J. Weston, Niall M. Adams. Data Min. Knowl. Discov. (18): 30-55 (2009). Web SearchBibTeXDownload |
| 27 | Intelligent Data Analysis in the 21st Century. Paul R. Cohen, Niall M. Adams. IDA 2009, 1-9. Web SearchBibTeXDownload |
| 26 | Online annotation and prediction for regime switching data streams. Gordon J. Ross, Dimitris K. Tasoulis, Niall M. Adams. SAC 2009, 1501-1505. Web SearchBibTeXDownload |
| 2008 |
|---|
| 25 | Plastic card fraud detection using peer group analysis. David J. Weston, David J. Hand, Niall M. Adams, Christopher Whitrow, Piotr Juszczak. Adv. Data Analysis and Classification (2): 45-62 (2008). Web SearchBibTeXDownload |
| 24 | Off-the-peg and bespoke classifiers for fraud detection. Piotr Juszczak, Niall M. Adams, David J. Hand, Christopher Whitrow, David J. Weston. Computational Statistics & Data Analysis (52): 4521-4532 (2008). Web SearchBibTeXDownload |
| 23 | Online optimization for variable selection in data streams. Christoforos Anagnostopoulos, Dimitris K. Tasoulis, David J. Hand, Niall M. Adams. ECAI 2008, 132-136. Web SearchBibTeXDownload |
| 22 | Dynamic Multi-Armed Bandit with Covariates. Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand. ECAI 2008, 777-778. Web SearchBibTeXDownload |
| 21 | The Design, Deployment and Evaluation of the AnimalWatch Intelligent Tutoring System. Paul R. Cohen, Carole R. Beal, Niall M. Adams. ECAI 2008, 663-667. Web SearchBibTeXDownload |
| 20 | Deciding what to observe next: adaptive variable selection for regression in multivariate data streams. Christoforos Anagnostopoulos, Niall M. Adams, David J. Hand. SAC 2008, 961-965. Web SearchBibTeXDownload |
| 2007 |
|---|
| 19 | Visualising the Cluster Structure of Data Streams. Dimitris K. Tasoulis, Gordon J. Ross, Niall M. Adams. IDA 2007, 81-92. Web SearchBibTeXDownload |
| 18 | Voting experts: An unsupervised algorithm for segmenting sequences. Paul R. Cohen, Niall M. Adams, Brent Heeringa. Intell. Data Anal. (11): 607-625 (2007). Web SearchBibTeXDownload |
| 17 | Note on parallel universes. Niall M. Adams, David J. Hand. Parallel Universes and Local Patterns 2007. Web SearchBibTeXDownload |
| 2006 |
|---|
| 16 | Unsupervised Clustering In Streaming Data. Dimitris K. Tasoulis, Niall M. Adams, David J. Hand. ICDM Workshops 2006, 638-642. Web SearchBibTeXDownload |
| 2004 |
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| 15 | Pattern Discovery Tools for Detecting Cheating in Student Coursework. David J. Hand, Niall M. Adams, Nick A. Heard. Local Pattern Detection 2004, 39-52. Web SearchBibTeXDownload |
| 2003 |
|---|
| 14 | An iterative hypothesis-testing strategy for pattern discovery. Richard J. Bolton, Niall M. Adams. KDD 2003, 49-58. Web SearchBibTeXDownload |
| 2002 |
|---|
| 13 | Contentful Mental States for Robot Baby. Paul R. Cohen, Tim Oates, Carole R. Beal, Niall M. Adams. AAAI/IAAI 2002, 126-131. Web SearchBibTeX |
| 12 | Unsupervised Segmentation of Categorical Time Series into Episodes. Paul R. Cohen, Brent Heeringa, Niall M. Adams. ICDM 2002, 99-106. Web SearchBibTeXDownload |
| 11 | Determining Hit Rate in Pattern Search. Richard J. Bolton, David J. Hand, Niall M. Adams. Pattern Detection and Discovery 2002, 36-48. Web SearchBibTeXDownload |
| 10 | An Unsupervised Algorithm for Segmenting Categorical Timeseries into Episodes. Paul R. Cohen, Brent Heeringa, Niall M. Adams. Pattern Detection and Discovery 2002, 49-62. Web SearchBibTeXDownload |
| 2001 |
|---|
| 9 | Robot Baby 2001. Paul R. Cohen, Tim Oates, Niall M. Adams, Carole R. Beal. ALT 2001, 32-56. Web SearchBibTeXDownload |
| 8 | An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes. Paul R. Cohen, Niall M. Adams. IDA 2001, 198-207. Web SearchBibTeXDownload |
| 7 | The IDA'01 Robot Data Challenge. Paul R. Cohen, Niall M. Adams, David J. Hand. IDA 2001, 378-382. Web SearchBibTeXDownload |
| 6 | Multiple Classifier Systems Based on Interpretable Linear Classifiers. David J. Hand, Niall M. Adams, Mark G. Kelly. Multiple Classifier Systems 2001, 136-147. Web SearchBibTeXDownload |
| 2000 |
|---|
| 5 | Improving the Practice of Classifier Performance Assessment. Niall M. Adams, David J. Hand. Neural Computation (12): 305-311 (2000). Web SearchBibTeX |
| 1999 |
|---|
| 4 | Supervised Classification Problems: How to Be Both Judge and Jury. Mark G. Kelly, David J. Hand, Niall M. Adams. IDA 1999, 235-244. Web SearchBibTeXDownload |
| 3 | The Impact of Changing Populations on Classifier Performance. Mark G. Kelly, David J. Hand, Niall M. Adams. KDD 1999, 367-371. Web SearchBibTeXDownload |
| 2 | Comparing classifiers when the misallocation costs are uncertain. Niall M. Adams, David J. Hand. Pattern Recognition (32): 1139-1147 (1999). Web SearchBibTeXDownload |
| 1998 |
|---|
| 1 | Defining the Goals to Optimise Data Mining Performance. Mark G. Kelly, David J. Hand, Niall M. Adams. KDD 1998, 234-238. Web SearchBibTeX |
