Niall M. Adams

2009
29	EE	Gordon J. Ross, Dimitris K. Tasoulis, Niall M. Adams: Online annotation and prediction for regime switching data streams. SAC 2009: 1501-1505
28	EE	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)
2008
27	EE	Christoforos Anagnostopoulos, Dimitris K. Tasoulis, David J. Hand, Niall M. Adams: Online optimization for variable selection in data streams. ECAI 2008: 132-136
26	EE	Paul R. Cohen, Carole R. Beal, Niall M. Adams: The Design, Deployment and Evaluation of the AnimalWatch Intelligent Tutoring System. ECAI 2008: 663-667
25	EE	Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand: Dynamic Multi-Armed Bandit with Covariates. ECAI 2008: 777-778
24	EE	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
23	EE	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)
2007
22	EE	Dimitris K. Tasoulis, Gordon J. Ross, Niall M. Adams: Visualising the Cluster Structure of Data Streams. IDA 2007: 81-92
21	EE	Niall M. Adams, David J. Hand: Note on parallel universes. Parallel Universes and Local Patterns 2007
20	EE	Paul R. Cohen, Niall M. Adams, Brent Heeringa: Voting experts: An unsupervised algorithm for segmenting sequences. Intell. Data Anal. 11(6): 607-625 (2007)
2006
19	EE	Dimitris K. Tasoulis, Niall M. Adams, David J. Hand: Unsupervised Clustering In Streaming Data. ICDM Workshops 2006: 638-642
2004
18	EE	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
17	EE	Richard J. Bolton, Niall M. Adams: An iterative hypothesis-testing strategy for pattern discovery. KDD 2003: 49-58
2002
16		David J. Hand, Niall M. Adams, Richard J. Bolton: Pattern Detection and Discovery, ESF Exploratory Workshop, London, UK, September 16-19, 2002, Proceedings Springer 2002
15		Paul R. Cohen, Tim Oates, Carole R. Beal, Niall M. Adams: Contentful Mental States for Robot Baby. AAAI/IAAI 2002: 126-131
14	EE	Paul R. Cohen, Brent Heeringa, Niall M. Adams: Unsupervised Segmentation of Categorical Time Series into Episodes. ICDM 2002: 99-106
13	EE	Richard J. Bolton, David J. Hand, Niall M. Adams: Determining Hit Rate in Pattern Search. Pattern Detection and Discovery 2002: 36-48
12	EE	Paul R. Cohen, Brent Heeringa, Niall M. Adams: An Unsupervised Algorithm for Segmenting Categorical Timeseries into Episodes. Pattern Detection and Discovery 2002: 49-62
2001
11		Frank Hoffmann, David J. Hand, Niall M. Adams, Douglas H. Fisher, Gabriela Guimarães: Advances in Intelligent Data Analysis, 4th International Conference, IDA 2001, Cascais, Portugal, September 13-15, 2001, Proceedings Springer 2001
10	EE	Paul R. Cohen, Tim Oates, Niall M. Adams, Carole R. Beal: Robot Baby 2001. ALT 2001: 32-56
9	EE	Paul R. Cohen, Tim Oates, Niall M. Adams, Carole R. Beal: Robot Baby 2001. Discovery Science 2001: 29
8	EE	Paul R. Cohen, Niall M. Adams: An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes. IDA 2001: 198-207
7	EE	Paul R. Cohen, Niall M. Adams, David J. Hand: The IDA'01 Robot Data Challenge. IDA 2001: 378-382
6	EE	David J. Hand, Niall M. Adams, Mark G. Kelly: Multiple Classifier Systems Based on Interpretable Linear Classifiers. Multiple Classifier Systems 2001: 136-147
2000
5		Niall M. Adams, David J. Hand: Improving the Practice of Classifier Performance Assessment. Neural Computation 12(2): 305-311 (2000)
1999
4	EE	Mark G. Kelly, David J. Hand, Niall M. Adams: Supervised Classification Problems: How to Be Both Judge and Jury. IDA 1999: 235-244
3	EE	Mark G. Kelly, David J. Hand, Niall M. Adams: The Impact of Changing Populations on Classifier Performance. KDD 1999: 367-371
2	EE	Niall M. Adams, David J. Hand: Comparing classifiers when the misallocation costs are uncertain. Pattern Recognition 32(7): 1139-1147 (1999)
1998
1		Mark G. Kelly, David J. Hand, Niall M. Adams: Defining the Goals to Optimise Data Mining Performance. KDD 1998: 234-238

Coauthor Index

1	Christoforos Anagnostopoulos	[24] [27]
2	Carole R. Beal	[9] [10] [15] [26]
3	Richard J. Bolton	[13] [16] [17]
4	Paul R. Cohen	[7] [8] [9] [10] [12] [14] [15] [20] [26]
5	Douglas H. Fisher	[11]
6	Gabriela Guimarães	[11]
7	David J. Hand	[1] [2] [3] [4] [5] [6] [7] [11] [13] [16] [18] [19] [21] [23] [24] [25] [27] [28]
8	Nick A. Heard	[18]
9	Brent Heeringa	[12] [14] [20]
10	Frank Hoffmann	[11]
11	Piotr Juszczak	[23] [28]
12	Mark G. Kelly	[1] [3] [4] [6]
13	Tim Oates	[9] [10] [15]
14	Nicos G. Pavlidis	[25]
15	Gordon J. Ross	[22] [29]
16	Dimitris K. Tasoulis	[19] [22] [25] [27] [29]
17	David J. Weston	[23] [28]
18	Christopher Whitrow	[23] [28]