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Niall M. Adams
2010 – today
- 2012
[j18]Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand: Adaptive consumer credit classification. JORS 63(12): 1645-1654 (2012)- [j17]Gordon J. Ross, Niall M. Adams, Dimitris K. Tasoulis, David J. Hand: Exponentially weighted moving average charts for detecting concept drift. Pattern Recognition Letters 33(2): 191-198 (2012)
- [j16]Gordon J. Ross, Niall M. Adams, Dimitris K. Tasoulis, David J. Hand: Erratum to "Exponentially weighted moving average charts for detecting concept drift" [Pattern Recognition Lett. 33(2) (2012) 191-198]. Pattern Recognition Letters 33(16): 2261 (2012)
- [j15]Christoforos Anagnostopoulos, Dimitris K. Tasoulis, Niall M. Adams, Nicos G. Pavlidis, David J. Hand: Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification. Statistical Analysis and Data Mining 5(2): 139-166 (2012)
- [c30]Aidan O'Sullivan, Niall M. Adams, Iead Rezek: Canonical Correlation Analysis for Detecting Changes in Network Structure. ICDM Workshops 2012: 250-257
- [i1]Gordon J. Ross, Niall M. Adams, Dimitris K. Tasoulis, David J. Hand: Exponentially Weighted Moving Average Charts for Detecting Concept Drift. CoRR abs/1212.6018 (2012)
- 2011
- [j14]Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand: lambda-Perceptron: An adaptive classifier for data streams. Pattern Recognition 44(1): 78-96 (2011)
- [c29]Wesley Kerr, Paul R. Cohen, Niall M. Adams: Recognizing players' activities and hidden state. FDG 2011: 84-90
- 2010
- [j13]Nicos G. Pavlidis, Niall M. Adams, David Nicholson, David J. Hand: Prospects for Bandit Solutions in Sensor Management. Comput. J. 53(9): 1370-1383 (2010)
- [j12]Christoforos Anagnostopoulos, Niall M. Adams, David J. Hand: Streaming Covariance Selection with Applications to Adaptive Querying in Sensor Networks. Comput. J. 53(9): 1401-1414 (2010)
- [j11]Dimitris K. Tasoulis, Niall M. Adams, David J. Hand: Selective fusion of out-of-sequence measurements. Information Fusion 11(2): 183-191 (2010)
- [c28]David J. Weston, Niall M. Adams, Yoonseong Kim, David J. Hand: Fault Mining Using Peer Group Analysis. GfKl 2010: 453-461
- [c27]Adam M. Sykulski, Niall M. Adams, Nicholas R. Jennings: On-Line Adaptation of Exploration in the One-Armed Bandit with Covariates Problem. ICMLA 2010: 459-464
- [c26]Niall M. Adams, Paul R. Cohen, Michael R. Berthold: Changing the Focus of the IDA Symposium. IDA 2010: 1-5
- [e4]Paul R. Cohen, Niall M. Adams, Michael R. Berthold (Eds.): Advances in Intelligent Data Analysis IX, 9th International Symposium, IDA 2010, Tucson, AZ, USA, May 19-21, 2010. Proceedings. Lecture Notes in Computer Science 6065, Springer 2010, ISBN 978-3-642-13061-8
2000 – 2009
- 2009
- [j10]Christoforos Anagnostopoulos, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand: Temporally adaptive estimation of logistic classifiers on data streams. Adv. Data Analysis and Classification 3(3): 243-261 (2009)
- [j9]Christopher Whitrow, David J. Hand, Piotr Juszczak, David J. Weston, Niall M. Adams: Transaction aggregation as a strategy for credit card fraud detection. Data Min. Knowl. Discov. 18(1): 30-55 (2009)
- [c25]
- [c24]Gordon J. Ross, Dimitris K. Tasoulis, Niall M. Adams: Online annotation and prediction for regime switching data streams. SAC 2009: 1501-1505
- [e3]Niall M. Adams, Céline Robardet, Arno Siebes, Jean-François Boulicaut (Eds.): Advances in Intelligent Data Analysis VIII, 8th International Symposium on Intelligent Data Analysis, IDA 2009, Lyon, France, August 31 - September 2, 2009. Proceedings. Lecture Notes in Computer Science 5772, Springer 2009, ISBN 978-3-642-03914-0
- 2008
- [j8]David J. Weston, David J. Hand, Niall M. Adams, Christopher Whitrow, Piotr Juszczak: Plastic card fraud detection using peer group analysis. Adv. Data Analysis and Classification 2(1): 45-62 (2008)
- [j7]Piotr Juszczak, Niall M. Adams, David J. Hand, Christopher Whitrow, David J. Weston: Off-the-peg and bespoke classifiers for fraud detection. Computational Statistics & Data Analysis 52(9): 4521-4532 (2008)
- [c23]Christoforos Anagnostopoulos, Dimitris K. Tasoulis, David J. Hand, Niall M. Adams: Online optimization for variable selection in data streams. ECAI 2008: 132-136
- [c22]Paul R. Cohen, Carole R. Beal, Niall M. Adams: The Design, Deployment and Evaluation of the AnimalWatch Intelligent Tutoring System. ECAI 2008: 663-667
- [c21]Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand: Dynamic Multi-Armed Bandit with Covariates. ECAI 2008: 777-778
- [c20]Christoforos Anagnostopoulos, Niall M. Adams, David J. Hand: Deciding what to observe next: adaptive variable selection for regression in multivariate data streams. SAC 2008: 961-965
- [c19]Christoforos Anagnostopoulos, Niall M. Adams: Simulating Dynamic Covariance Structures for Testing the Adaptive Behavior of Variable Selection Algorithms. UKSim 2008: 52-57
- [c18]Dimitris K. Tasoulis, Niall M. Adams, David J. Hand: Simulation and Analysis of Delay Handling Mechanisms in Sensor Networks. UKSim 2008: 661-666
- 2007
- [j6]Paul R. Cohen, Niall M. Adams, Brent Heeringa: Voting experts: An unsupervised algorithm for segmenting sequences. Intell. Data Anal. 11(6): 607-625 (2007)
- [j5]Carol Shiels, Niall M. Adams, Suhail A. Islam, David A. Stephens, Paul S. Freemont: Quantitative Analysis of Cell Nucleus Organisation. PLoS Computational Biology 3(7) (2007)
- [c17]Niall M. Adams, David J. Hand: Note on parallel universes. Parallel Universes and Local Patterns 2007
- [c16]Dimitris K. Tasoulis, Gordon J. Ross, Niall M. Adams: Visualising the Cluster Structure of Data Streams. IDA 2007: 81-92
- 2006
- [j4]Kirk J. McManus, David A. Stephens, Niall M. Adams, Suhail A. Islam, Paul S. Freemont, Michael J. Hendzel: The Transcriptional Regulator CBP Has Defined Spatial Associations within Interphase Nuclei. PLoS Computational Biology 2(10) (2006)
- [c15]Dimitris K. Tasoulis, Niall M. Adams, David J. Hand: Unsupervised Clustering In Streaming Data. ICDM Workshops 2006: 638-642
- 2004
- [c14]David J. Hand, Niall M. Adams, Nick A. Heard: Pattern Discovery Tools for Detecting Cheating in Student Coursework. Local Pattern Detection 2004: 39-52
- 2003
- [c13]Richard J. Bolton, Niall M. Adams: An iterative hypothesis-testing strategy for pattern discovery. KDD 2003: 49-58
- 2002
- [c12]Paul R. Cohen, Tim Oates, Carole R. Beal, Niall M. Adams: Contentful Mental States for Robot Baby. AAAI/IAAI 2002: 126-131
- [c11]Richard J. Bolton, David J. Hand, Niall M. Adams: Determining Hit Rate in Pattern Search. Pattern Detection and Discovery 2002: 36-48
- [c10]Paul R. Cohen, Brent Heeringa, Niall M. Adams: An Unsupervised Algorithm for Segmenting Categorical Timeseries into Episodes. Pattern Detection and Discovery 2002: 49-62
- [c9]Paul R. Cohen, Brent Heeringa, Niall M. Adams: Unsupervised Segmentation of Categorical Time Series into Episodes. ICDM 2002: 99-106
- [e2]David J. Hand, Niall M. Adams, Richard J. Bolton (Eds.): Pattern Detection and Discovery, ESF Exploratory Workshop, London, UK, September 16-19, 2002, Proceedings. Lecture Notes in Computer Science 2447, Springer 2002, ISBN 3-540-44148-4
- 2001
- [c8]
- [c7]Paul R. Cohen, Tim Oates, Niall M. Adams, Carole R. Beal: Robot Baby 2001. Discovery Science 2001: 29
- [c6]Paul R. Cohen, Niall M. Adams: An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes. IDA 2001: 198-207
- [c5]
- [c4]David J. Hand, Niall M. Adams, Mark G. Kelly: Multiple Classifier Systems Based on Interpretable Linear Classifiers. Multiple Classifier Systems 2001: 136-147
- [e1]Frank Hoffmann, David J. Hand, Niall M. Adams, Douglas H. Fisher, Gabriela Guimarães (Eds.): Advances in Intelligent Data Analysis, 4th International Conference, IDA 2001, Cascais, Portugal, September 13-15, 2001, Proceedings. Lecture Notes in Computer Science 2189, Springer 2001, ISBN 3-540-42581-0
- 2000
- [j3]Niall M. Adams, David J. Hand: An improved measure for comparing diagnostic tests. Comp. in Bio. and Med. 30(2): 89-96 (2000)
- [j2]Niall M. Adams, David J. Hand: Improving the Practice of Classifier Performance Assessment. Neural Computation 12(2): 305-311 (2000)
1990 – 1999
- 1999
- [j1]Niall M. Adams, David J. Hand: Comparing classifiers when the misallocation costs are uncertain. Pattern Recognition 32(7): 1139-1147 (1999)
- [c3]Mark G. Kelly, David J. Hand, Niall M. Adams: Supervised Classification Problems: How to Be Both Judge and Jury. IDA 1999: 235-244
- [c2]Mark G. Kelly, David J. Hand, Niall M. Adams: The Impact of Changing Populations on Classifier Performance. KDD 1999: 367-371
- 1998
- [c1]Mark G. Kelly, David J. Hand, Niall M. Adams: Defining the Goals to Optimise Data Mining Performance. KDD 1998: 234-238
Coauthor Index
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last updated on 2013-01-17 17:52 CET by the dblp team