N. Heard

发表

Bayesian cluster identification in single-molecule localization microscopy data

David J. Williamson, Patrick Rubin-Delanchy, G. Burn, 2015, Nature Methods.

Bayesian anomaly detection methods for social networks

D. Hand, N. Heard, D. Weston, 2010, 1011.1788.

A Quantitative Study of Gene Regulation Involved in the Immune Response of Anopheline Mosquitoes

D. Stephens, N. Heard, C. Holmes, 2006 .

Statistical Modelling of Computer Network Traffic Event Times

N. Heard, Matthew Price-Williams, 2017, 1711.10416.

Bayesian coclustering of Anopheles gene expression time series: study of immune defense response to multiple experimental challenges.

D. Hand, D. Stephens, N. Heard, 2005, Proceedings of the National Academy of Sciences of the United States of America.

Finding Groups in Gene Expression Data

D. Hand, N. Heard, 2005, Journal of biomedicine & biotechnology.

Monte Carlo convergence of rival samplers

Melissa J. M. Turcotte, N. Heard, 2013, 1310.2534.

Monte Carlo convergence of parallel samplers

Melissa J. M. Turcotte, N. Heard, 2013 .

Modelling dynamic network evolution as a Pitman-Yor process

Francesco Sanna Passino, N. Heard, 2019, Foundations of Data Science.

Data Science for Cyber-Security

Niall M. Adams, Nicholas A. Heard, Patrick Rubin-Delanchy, 2018 .

Meta-Analysis of Mid-p-Values: Some New Results based on the Convex Order

Patrick Rubin-Delanchy, N. Heard, Daniel J. Lawson, 2015, Journal of the American Statistical Association.

Graph link prediction in computer networks using Poisson matrix factorisation

Francesco Sanna Passino, Melissa J. M. Turcotte, N. Heard, 2020, The Annals of Applied Statistics.

A Review of Anomaly Detection on Graphs

David J. Hand, Nicholas A. Heard, Kiriaki Platanioti, 2007, NATO ASI Mining Massive Data Sets for Security.

Filtering automated polling traffic in NetFlow data

N. Heard, 2014 .

Spectral Clustering on Spherical Coordinates Under the Degree-Corrected Stochastic Blockmodel

Francesco Sanna Passino, Patrick Rubin-Delanchy, N. Heard, 2020, Technometrics.

Nonparametric self-exciting models for computer network traffic

N. Heard, Matthew Price-Williams, 2019, Statistics and Computing.

Modelling user behaviour in a network using computer event logs

Alexander D. Kent, Nicholas A. Heard, Melissa Turcotte, 2016 .

Anomaly detection for cyber security applications

Nicholas A. Heard, Patrick Rubin-Delanchy, Daniel J. Lawson, 2016 .

Convergence of Monte Carlo distribution estimates from rival samplers

Melissa J. M. Turcotte, N. Heard, 2015, Statistics and Computing.

Classification of periodic arrivals in event time data for filtering computer network traffic

N. Heard, Francesco Sanna Passino, 2020, Statistics and Computing.

Bayesian estimation of the latent dimension and communities in stochastic blockmodels

Francesco Sanna Passino, N. Heard, 2020, Statistics and Computing.

Unsupervised attack pattern detection in honeypot data using Bayesian topic modelling

Francesco Sanna Passino, N. Heard, Anastasia Mantziou, 2023, ArXiv.

Detecting Periodic Subsequences in Cyber Security Data

Melissa J. Turcotte, Nick Heard, Melissa J. M. Turcotte, 2017, 2017 European Intelligence and Security Informatics Conference (EISIC).

Bayesian estimation of the latent dimension and communities in stochastic blockmodels

Francesco Sanna Passino, Nicholas A. Heard, N. Heard, 2019, Statistics and Computing.

A Bayesian cluster analysis method for single-molecule localization microscopy data

Patrick Rubin-Delanchy, Juliette Griffié, Michael Shannon, 2016, Nature Protocols.

Dissecting the fission yeast regulatory network reveals phase-specific control elements of its cell cycle

Pierre R. Bushel, Nicholas A. Heard, Liwen Liu, 2009, BMC Systems Biology.

Choosing between methods of combining p-values

Patrick Rubin-Delanchy, Nicholas Heard, Patrick Rubin-Delanchy, 2017, 1707.06897.

Classification of periodic arrivals in event time data for filtering computer network traffic

Francesco Sanna Passino, Nicholas A. Heard, Francesco Sanna Passino, 2020, Stat. Comput..

Latent structure blockmodels for Bayesian spectral graph clustering pdf

Francesco Sanna Passino, Nicholas A. Heard, Francesco Sanna Passino, 2021, Statistics and Computing.

Iterative Reclassification in Agglomerative Clustering

Nicholas A. Heard, N. Heard, 2011 .

Generalized monotonic regression using random change points

C. Holmes, N. Heard, 2003, Statistics in medicine.

Technology in Genetics: Automating the scientific process

N. Heard, 2004, Heredity.

Link prediction in dynamic networks using random dot product graphs

Francesco Sanna Passino, Joshua Neil, N. Heard, 2019, Data Mining and Knowledge Discovery.

Mutually Exciting Point Process Graphs for Modeling Dynamic Networks pdf

Francesco Sanna Passino, Nicholas A. Heard, N. Heard, 2021, J. Comput. Graph. Stat..

Nonparametric self-exciting models for computer network traffic

Nicholas A. Heard, Matthew Price-Williams, N. Heard, 2019, Statistics and Computing.

On Bayesian new edge prediction and anomaly detection in computer networks

Silvia Metelli, Nicholas Heard, N. Heard, 2019 .

Convergence of Monte Carlo distribution estimates from rival samplers

Nicholas A. Heard, Melissa J. Turcotte, Melissa J. M. Turcotte, 2016, Stat. Comput..

On two‐way Bayesian agglomerative clustering of gene expression data

Nicholas A. Heard, Anna Fowler, N. Heard, 2012, Stat. Anal. Data Min..

Changepoint detection in non-exchangeable data

Niall M. Adams, Nicholas A. Heard, Karl L. Hallgren, 2021, Statistics and Computing.

Bayesian cluster analysis method for single-molecule localization microscopy data.

Patrick Rubin-Delanchy, G. Burn, J. Griffié, 2018 .

Dynamic Networks and Cyber-Security

Niall M. Adams, Nicholas A. Heard, N. Adams, 2016 .

Modelling New Edge Formation in a Computer Network through Bayesian Variable Selection

Silvia Metelli, Nicholas Heard, N. Heard, 2014, 2014 IEEE Joint Intelligence and Security Informatics Conference.

Mutually Exciting Point Process Graphs for Modeling Dynamic Networks

Francesco Sanna Passino, N. Heard, 2021, J. Comput. Graph. Stat..

A test for dependence between two point processes on the real line

Nicholas A. Heard, Patrick Rubin-Delanchy, Patrick Rubin-Delanchy, 2014, 1408.3845.

Meta-Analysis of Mid-p-Values: Some New Results based on the Convex Order

Patrick Rubin-Delanchy, N. Heard, Daniel J. Lawson, 2015, Journal of the American Statistical Association.

On the mid-p-value of a test statistic with arbitrary real support

Patrick Rubin-Delanchy, Nicholas A Heard, Patrick Rubin-Delanchy, 2015, 1505.05068.

Disassortativity of computer networks

Niall M. Adams, Nicholas A. Heard, Patrick Rubin-Delanchy, 2016, 2016 IEEE Conference on Intelligence and Security Informatics (ISI).

Nested Dirichlet models for unsupervised attack pattern detection in honeypot data

Francesco Sanna Passino, N. Heard, Anastasia Mantziou, 2023, 2301.02505.

Changepoint Detection on a Graph of Time Series

Melissa J. M. Turcotte, N. Heard, K. L. Hallgren, 2021, Bayesian Analysis.

Dissecting the fission yeast regulatory network reveals phase-specific control elements of its cell cycle

P. Bushel, S. Peddada, N. Heard, 2009, BMC Systems Biology.