Niall M. Adams

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2012
38Exponentially weighted moving average charts for detecting concept drift. Gordon J. Ross, Niall M. Adams, Dimitris K. Tasoulis, David J. Hand. Pattern Recognition Letters (33): 191-198 (2012). Web SearchBibTeXDownload
2011
37lambda-Perceptron: An adaptive classifier for data streams. Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand. Pattern Recognition (44): 78-96 (2011). Web SearchBibTeXDownload
2010
36Prospects for Bandit Solutions in Sensor Management. Nicos G. Pavlidis, Niall M. Adams, David Nicholson, David J. Hand. Comput. J. (53): 1370-1383 (2010). Web SearchBibTeXDownload
35Streaming Covariance Selection with Applications to Adaptive Querying in Sensor Networks. Christoforos Anagnostopoulos, Niall M. Adams, David J. Hand. Comput. J. (53): 1401-1414 (2010). Web SearchBibTeXDownload
34On-Line Adaptation of Exploration in the One-Armed Bandit with Covariates Problem. Adam M. Sykulski, Niall M. Adams, Nicholas R. Jennings. ICMLA 2010, 459-464. Web SearchBibTeXDownload
33Changing the Focus of the IDA Symposium. Niall M. Adams, Paul R. Cohen, Michael R. Berthold. IDA 2010, 1-5. Web SearchBibTeXDownload
32Selective fusion of out-of-sequence measurements. Dimitris K. Tasoulis, Niall M. Adams, David J. Hand. Information Fusion (11): 183-191 (2010). Web SearchBibTeXDownload
2009
31Temporally adaptive estimation of logistic classifiers on data streams. Christoforos Anagnostopoulos, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand. Adv. Data Analysis and Classification (3): 243-261 (2009). Web SearchBibTeXDownload
30Transaction 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
29Intelligent Data Analysis in the 21st Century. Paul R. Cohen, Niall M. Adams. IDA 2009, 1-9. Web SearchBibTeXDownload
28Online annotation and prediction for regime switching data streams. Gordon J. Ross, Dimitris K. Tasoulis, Niall M. Adams. SAC 2009, 1501-1505. Web SearchBibTeXDownload
2008
27Plastic 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
26Off-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
25Online optimization for variable selection in data streams. Christoforos Anagnostopoulos, Dimitris K. Tasoulis, David J. Hand, Niall M. Adams. ECAI 2008, 132-136. Web SearchBibTeXDownload
24Dynamic Multi-Armed Bandit with Covariates. Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand. ECAI 2008, 777-778. Web SearchBibTeXDownload
23The 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
22Deciding 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
21Simulation and Analysis of Delay Handling Mechanisms in Sensor Networks. Dimitris K. Tasoulis, Niall M. Adams, David J. Hand. UKSim 2008, 661-666. Web SearchBibTeXDownload
20Simulating Dynamic Covariance Structures for Testing the Adaptive Behavior of Variable Selection Algorithms. Christoforos Anagnostopoulos, Niall M. Adams. UKSim 2008, 52-57. Web SearchBibTeXDownload
2007
19Visualising the Cluster Structure of Data Streams. Dimitris K. Tasoulis, Gordon J. Ross, Niall M. Adams. IDA 2007, 81-92. Web SearchBibTeXDownload
18Voting experts: An unsupervised algorithm for segmenting sequences. Paul R. Cohen, Niall M. Adams, Brent Heeringa. Intell. Data Anal. (11): 607-625 (2007). Web SearchBibTeXDownload
17Note on parallel universes. Niall M. Adams, David J. Hand. Parallel Universes and Local Patterns 2007. Web SearchBibTeXDownload
2006
16Unsupervised Clustering In Streaming Data. Dimitris K. Tasoulis, Niall M. Adams, David J. Hand. ICDM Workshops 2006, 638-642. Web SearchBibTeXDownload
2004
15Pattern 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
14An iterative hypothesis-testing strategy for pattern discovery. Richard J. Bolton, Niall M. Adams. KDD 2003, 49-58. Web SearchBibTeXDownload
2002
13Contentful Mental States for Robot Baby. Paul R. Cohen, Tim Oates, Carole R. Beal, Niall M. Adams. AAAI/IAAI 2002, 126-131. Web SearchBibTeX
12Unsupervised Segmentation of Categorical Time Series into Episodes. Paul R. Cohen, Brent Heeringa, Niall M. Adams. ICDM 2002, 99-106. Web SearchBibTeXDownload
11An 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
10Determining Hit Rate in Pattern Search. Richard J. Bolton, David J. Hand, Niall M. Adams. Pattern Detection and Discovery 2002, 36-48. Web SearchBibTeXDownload
2001
9Robot Baby 2001. Paul R. Cohen, Tim Oates, Niall M. Adams, Carole R. Beal. Discovery Science 2001, 29. Web SearchBibTeXDownload
8The IDA'01 Robot Data Challenge. Paul R. Cohen, Niall M. Adams, David J. Hand. IDA 2001, 378-382. Web SearchBibTeXDownload
7An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes. Paul R. Cohen, Niall M. Adams. IDA 2001, 198-207. Web SearchBibTeXDownload
6Multiple 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
5Improving the Practice of Classifier Performance Assessment. Niall M. Adams, David J. Hand. Neural Computation (12): 305-311 (2000). Web SearchBibTeXDownload
1999
4Supervised Classification Problems: How to Be Both Judge and Jury. Mark G. Kelly, David J. Hand, Niall M. Adams. IDA 1999, 235-244. Web SearchBibTeXDownload
3The Impact of Changing Populations on Classifier Performance. Mark G. Kelly, David J. Hand, Niall M. Adams. KDD 1999, 367-371. Web SearchBibTeXDownload
2Comparing classifiers when the misallocation costs are uncertain. Niall M. Adams, David J. Hand. Pattern Recognition (32): 1139-1147 (1999). Web SearchBibTeXDownload
1998
1Defining the Goals to Optimise Data Mining Performance. Mark G. Kelly, David J. Hand, Niall M. Adams. KDD 1998, 234-238. Web SearchBibTeX
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References
1. ^ KDD-2002 Call for Papers - Retrieved 2010-11-12 - details
2. ^ KDD-2002: Program Committee - Retrieved 2010-11-12 - details
3. ^ http://www.sigkdd.org/kdd2002/kdd02cfp.txt - Retrieved 2010-11-12 - details
4. ^ 2007-2008 Research Colloquia - Retrieved 2012-02-03 - details
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