Bayesian anomaly detection methods for social networks NA Heard, DJ Weston, K Platanioti, DJ Hand
243 2010 A quantitative study of gene regulation involved in the immune response of anopheline mosquitoes: An application of Bayesian hierarchical clustering of curves NA Heard, CC Holmes, DA Stephens
Journal of the American Statistical Association 101 (473), 18-29, 2006
240 2006 Choosing between methods of combining NA Heard, P Rubin-Delanchy
Biometrika 105 (1), 239-246, 2018
156 2018 Bayesian cluster identification in single-molecule localization microscopy data P Rubin-Delanchy, GL Burn, J Griffié, DJ Williamson, NA Heard, AP Cope, ...
Nature methods 12 (11), 1072-1076, 2015
133 2015 Generalized monotonic regression using random change points CC Holmes, NA Heard
Statistics in Medicine 22 (4), 623-638, 2003
87 2003 Bayesian coclustering of Anopheles gene expression time series: study of immune defense response to multiple experimental challenges NA Heard, CC Holmes, DA Stephens, DJ Hand, G Dimopoulos
Proceedings of the National Academy of Sciences 102 (47), 16939-16944, 2005
80 2005 Anomaly detection to identify coordinated group attacks in computer networks JC Neil, M Turcotte, NA Heard
US Patent App. 14/383,024, 2015
77 2015 A Bayesian cluster analysis method for single-molecule localization microscopy data J Griffié, M Shannon, CL Bromley, L Boelen, GL Burn, DJ Williamson, ...
Nature Protocols 11 (12), 2499-2514, 2016
51 2016 Finding groups in gene expression data DJ Hand, NA Heard
Journal of Biomedicine and Biotechnology 2005 (2), 215, 2005
45 2005 Data analysis for network cyber-security NM Adams, NA Heard
World Scientific, 2014
42 2014 Method and apparatus for determining one or more statistical estimators of customer behavior N Heard
US Patent 7,092,920, 2006
41 2006 Poisson factorization for peer-based anomaly detection M Turcotte, J Moore, N Heard, A McPhall
2016 IEEE Conference on Intelligence and Security Informatics (ISI), 208-210, 2016
40 2016 Dynamic networks and cyber-security NM Adams, NA Heard
World Scientific, 2016
35 2016 Network-wide anomaly detection via the Dirichlet process N Heard, P Rubin-Delanchy
2016 IEEE Conference on Intelligence and Security Informatics (ISI), 220-224, 2016
31 2016 Filtering automated polling traffic in computer network flow data N Heard, P Rubin-Delanchy, DJ Lawson
2014 IEEE Joint Intelligence and Security Informatics Conference, 268-271, 2014
25 2014 Bayesian estimation of the latent dimension and communities in stochastic blockmodels FS Passino, NA Heard
Statistics and Computing 30 (5), 1291-1307, 2020
20 2020 Meta-analysis of mid-p-values: some new results based on the convex order P Rubin-Delanchy, NA Heard, DJ Lawson
Journal of the American Statistical Association, 2018
19 * 2018 Link prediction in dynamic networks using random dot product graphs F Sanna Passino, AS Bertiger, JC Neil, NA Heard
Data Mining and Knowledge Discovery 35 (5), 2168-2199, 2021
16 2021 Modelling user behaviour in a network using computer event logs MJM Turcotte, NA Heard, AD Kent
Dynamic Networks and Cyber-Security, 67-87, 2016
16 2016 Dissecting the fission yeast regulatory network reveals phase-specific control elements of its cell cycle PR Bushel, NA Heard, R Gutman, L Liu, SD Peddada, S Pyne
BMC systems biology 3, 1-21, 2009
15 2009 