Niall M. Adams

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Community Statistics
2012
1 Exponentially 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
1 lambda-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
1 Streaming 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
2 Prospects 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
3 Selective fusion of out-of-sequence measurements. Dimitris K. Tasoulis, Niall M. Adams, David J. Hand. Information Fusion (11): 183-191 (2010). Web SearchBibTeXDownload
4 Changing the Focus of the IDA Symposium. Niall M. Adams, Paul R. Cohen, Michael R. Berthold. IDA 2010, 1-5. Web SearchBibTeXDownload
5 On-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
2009
1 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
2 Online annotation and prediction for regime switching data streams. Gordon J. Ross, Dimitris K. Tasoulis, Niall M. Adams. SAC 2009, 1501-1505. Web SearchBibTeXDownload
3 Intelligent Data Analysis in the 21st Century. Paul R. Cohen, Niall M. Adams. IDA 2009, 1-9. Web SearchBibTeXDownload
4 Temporally 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
2008
1 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
2 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
3 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
4 Simulating Dynamic Covariance Structures for Testing the Adaptive Behavior of Variable Selection Algorithms. Christoforos Anagnostopoulos, Niall M. Adams. UKSim 2008, 52-57. Web SearchBibTeXDownload
5 Simulation and Analysis of Delay Handling Mechanisms in Sensor Networks. Dimitris K. Tasoulis, Niall M. Adams, David J. Hand. UKSim 2008, 661-666. Web SearchBibTeXDownload
6 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
7 Dynamic Multi-Armed Bandit with Covariates. Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand. ECAI 2008, 777-778. Web SearchBibTeXDownload
8 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
1 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
2 Note on parallel universes. Niall M. Adams, David J. Hand. Parallel Universes and Local Patterns 2007. Web SearchBibTeXDownload
3 Visualising the Cluster Structure of Data Streams. Dimitris K. Tasoulis, Gordon J. Ross, Niall M. Adams. IDA 2007, 81-92. Web SearchBibTeXDownload
2006
1 Unsupervised Clustering In Streaming Data. Dimitris K. Tasoulis, Niall M. Adams, David J. Hand. ICDM Workshops 2006, 638-642. Web SearchBibTeXDownload
2004
1 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
1 An iterative hypothesis-testing strategy for pattern discovery. Richard J. Bolton, Niall M. Adams. KDD 2003, 49-58. Web SearchBibTeXDownload
2002
1 Contentful Mental States for Robot Baby. Paul R. Cohen, Tim Oates, Carole R. Beal, Niall M. Adams. AAAI/IAAI 2002, 126-131. Web SearchBibTeX
2 Unsupervised Segmentation of Categorical Time Series into Episodes. Paul R. Cohen, Brent Heeringa, Niall M. Adams. ICDM 2002, 99-106. Web SearchBibTeXDownload
3 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
4 Determining Hit Rate in Pattern Search. Richard J. Bolton, David J. Hand, Niall M. Adams. Pattern Detection and Discovery 2002, 36-48. Web SearchBibTeXDownload
2001
1 An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes. Paul R. Cohen, Niall M. Adams. IDA 2001, 198-207. Web SearchBibTeXDownload
2 The IDA'01 Robot Data Challenge. Paul R. Cohen, Niall M. Adams, David J. Hand. IDA 2001, 378-382. Web SearchBibTeXDownload
3 Robot Baby 2001. Paul R. Cohen, Tim Oates, Niall M. Adams, Carole R. Beal. Discovery Science 2001, 29. Web SearchBibTeXDownload
4 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
1 Improving the Practice of Classifier Performance Assessment. Niall M. Adams, David J. Hand. Neural Computation (12): 305-311 (2000). Web SearchBibTeXDownload
1999
1 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
2 Comparing classifiers when the misallocation costs are uncertain. Niall M. Adams, David J. Hand. Pattern Recognition (32): 1139-1147 (1999). 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
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
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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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