| 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 |
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 |
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 |
| 4 |
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 |
| 5 |
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 |
| 6 |
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 |
| 7 |
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 |
| 8 |
Robot Baby 2001. Paul R. Cohen, Tim Oates, Niall M. Adams, Carole R. Beal. Discovery Science 2001, 29. Web SearchBibTeXDownload |
| 9 |
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 |
| 10 |
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 |
| 11 |
Dynamic Multi-Armed Bandit with Covariates. Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand. ECAI 2008, 777-778. Web SearchBibTeXDownload |
| 12 |
Unsupervised Segmentation of Categorical Time Series into Episodes. Paul R. Cohen, Brent Heeringa, Niall M. Adams. ICDM 2002, 99-106. Web SearchBibTeXDownload |
| 13 |
Unsupervised Clustering In Streaming Data. Dimitris K. Tasoulis, Niall M. Adams, David J. Hand. ICDM Workshops 2006, 638-642. Web SearchBibTeXDownload |
| 14 |
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 |
| 15 |
The IDA'01 Robot Data Challenge. Paul R. Cohen, Niall M. Adams, David J. Hand. IDA 2001, 378-382. Web SearchBibTeXDownload |
| 16 |
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 |
| 17 |
Visualising the Cluster Structure of Data Streams. Dimitris K. Tasoulis, Gordon J. Ross, Niall M. Adams. IDA 2007, 81-92. Web SearchBibTeXDownload |
| 18 |
Intelligent Data Analysis in the 21st Century. Paul R. Cohen, Niall M. Adams. IDA 2009, 1-9. Web SearchBibTeXDownload |
| 19 |
An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes. Paul R. Cohen, Niall M. Adams. IDA 2001, 198-207. Web SearchBibTeXDownload |
| 20 |
Changing the Focus of the IDA Symposium. Niall M. Adams, Paul R. Cohen, Michael R. Berthold. IDA 2010, 1-5. Web SearchBibTeXDownload |
| 21 |
Selective fusion of out-of-sequence measurements. Dimitris K. Tasoulis, Niall M. Adams, David J. Hand. Information Fusion (11): 183-191 (2010). Web SearchBibTeXDownload |
| 22 |
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 |
| 23 |
Defining the Goals to Optimise Data Mining Performance. Mark G. Kelly, David J. Hand, Niall M. Adams. KDD 1998, 234-238. Web SearchBibTeX |
| 24 |
The Impact of Changing Populations on Classifier Performance. Mark G. Kelly, David J. Hand, Niall M. Adams. KDD 1999, 367-371. Web SearchBibTeXDownload |
| 25 |
An iterative hypothesis-testing strategy for pattern discovery. Richard J. Bolton, Niall M. Adams. KDD 2003, 49-58. Web SearchBibTeXDownload |
| 26 |
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 |
| 27 |
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 |
| 28 |
Improving the Practice of Classifier Performance Assessment. Niall M. Adams, David J. Hand. Neural Computation (12): 305-311 (2000). Web SearchBibTeXDownload |
| 29 |
Note on parallel universes. Niall M. Adams, David J. Hand. Parallel Universes and Local Patterns 2007. Web SearchBibTeXDownload |
| 30 |
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 |
| 31 |
Determining Hit Rate in Pattern Search. Richard J. Bolton, David J. Hand, Niall M. Adams. Pattern Detection and Discovery 2002, 36-48. Web SearchBibTeXDownload |
| 32 |
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 |
| 33 |
Comparing classifiers when the misallocation costs are uncertain. Niall M. Adams, David J. Hand. Pattern Recognition (32): 1139-1147 (1999). Web SearchBibTeXDownload |
| 34 |
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 |
| 35 |
Online annotation and prediction for regime switching data streams. Gordon J. Ross, Dimitris K. Tasoulis, Niall M. Adams. SAC 2009, 1501-1505. Web SearchBibTeXDownload |
| 36 |
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 |
| 37 |
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 |
| 38 |
Simulating Dynamic Covariance Structures for Testing the Adaptive Behavior of Variable Selection Algorithms. Christoforos Anagnostopoulos, Niall M. Adams. UKSim 2008, 52-57. Web SearchBibTeXDownload |
