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Article
Heard, N.A. and Weston, David J. and Platanioti, K. and Hand, D.J. (2010) Bayesian anomaly detection methods for social networks. The Annals of Applied Statistics 4 (2), pp. 645-662. ISSN 1932-6157.
Whitrow, C. and Hand, D.J. and Juszczak, P. and Weston, David J. and Adams, N.M. (2009) Transaction aggregation as a strategy for credit card fraud detection. Data Mining and Knowledge Discovery 18 (1), pp. 30-55. ISSN 1384-5810.
Juszczak, P. and Adams, N.M. and Hand, D.J. and Whitrow, C. and Weston, David J. (2008) Off-the-peg and bespoke classifiers for fraud detection. Computational Statistics & Data Analysis 52 (9), pp. 4521-4532. ISSN 0167-9473.
Weston, David J. and Hand, D.J. and Adams, N.M. and Whitrow, C. and Juszczak, P. (2008) Plastic card fraud detection using peer group analysis. Advances in Data Analysis and Classification 2 (1), pp. 45-62. ISSN 1862-5347.
Book Section
Weston, David J. and Adams, N.M. and Kim, Y. and Hand, D.J. (2012) Fault mining using peer group analysis. In: Gaul, W.A. and Geyer-Schulz, A. and Schmidt-Thieme, L. and Kunze, J. (eds.) Challenges at the Interface of Data Analysis, Computer Science, and Optimization. Studies in Classification, Data Analysis, and Knowledge Organization. Berlin, Germany: Springer Verlag, pp. 453-461. ISBN 9783642244650.