Nicholas A. Heard

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 19

Top Topics

Dynamic Networks

Top Venues

Publications

Francesco Sanna Passino, Anastasia Mantziou, Daniyar Ghani, Philip Thiede, Ross Bevington, Nicholas A. Heard
Unsupervised attack pattern detection in honeypot data using Bayesian topic modelling. CoRR (2023)
Francesco Sanna Passino, Nicholas A. Heard
Mutually Exciting Point Process Graphs for Modeling Dynamic Networks. J. Comput. Graph. Stat. 32 (1) (2023)
Francesco Sanna Passino, Nicholas A. Heard
Latent structure blockmodels for Bayesian spectral graph clustering. Stat. Comput. 32 (2) (2022)
Karl L. Hallgren, Nicholas A. Heard, Niall M. Adams
Changepoint detection in non-exchangeable data. Stat. Comput. 32 (6) (2022)
Francesco Sanna Passino, Nicholas A. Heard, Patrick Rubin-Delanchy
Spectral Clustering on Spherical Coordinates Under the Degree-Corrected Stochastic Blockmodel. Technometrics 64 (3) (2022)
Nicholas A. Heard
-Values. J. Comput. Graph. Stat. 31 (1) (2022)
Francesco Sanna Passino, Nicholas A. Heard
Latent structure blockmodels for Bayesian spectral graph clustering. CoRR (2021)
Francesco Sanna Passino, Nicholas A. Heard
Mutually exciting point process graphs for modelling dynamic networks. CoRR (2021)
Francesco Sanna Passino, Anna S. Bertiger, Joshua C. Neil, Nicholas A. Heard
Link prediction in dynamic networks using random dot product graphs. Data Min. Knowl. Discov. 35 (5) (2021)
Francesco Sanna Passino, Nicholas A. Heard
Bayesian estimation of the latent dimension and communities in stochastic blockmodels. Stat. Comput. 30 (5) (2020)
Francesco Sanna Passino, Nicholas A. Heard
Classification of periodic arrivals in event time data for filtering computer network traffic. Stat. Comput. 30 (5) (2020)
Francesco Sanna Passino, Nicholas A. Heard, Patrick Rubin-Delanchy
Spectral clustering on spherical coordinates under the degree-corrected stochastic blockmodel. CoRR (2020)
Matthew Price-Williams, Nicholas A. Heard
Nonparametric self-exciting models for computer network traffic. Stat. Comput. 30 (2) (2020)
Francesco Sanna Passino, Melissa J. M. Turcotte, Nicholas A. Heard
Graph link prediction in computer networks using Poisson matrix factorisation. CoRR (2020)
Francesco Sanna Passino, Nicholas A. Heard
Bayesian estimation of the latent dimension and communities in stochastic blockmodels. CoRR (2019)
Francesco Sanna Passino, Anna S. Bertiger, Joshua C. Neil, Nicholas A. Heard
Link prediction in dynamic networks using random dot product graphs. CoRR (2019)
Nicholas A. Heard, Melissa J. Turcotte
Convergence of Monte Carlo distribution estimates from rival samplers. Stat. Comput. 26 (6) (2016)
Silvia Metelli, Nicholas A. Heard
Model-based clustering and new edge modelling in large computer networks. ISI (2016)
Patrick Rubin-Delanchy, Niall M. Adams, Nicholas A. Heard
Disassortativity of computer networks. ISI (2016)
Daniel J. Lawson, Patrick Rubin-Delanchy, Nicholas A. Heard, Niall M. Adams
Statistical Frameworks for Detecting Tunnelling in Cyber Defence Using Big Data. JISIC (2014)
Melissa J. Turcotte, Nicholas A. Heard, Joshua Neil
Detecting Localised Anomalous Behaviour in a Computer Network. IDA (2014)
Patrick Rubin-Delanchy, Daniel J. Lawson, Melissa J. Turcotte, Nicholas A. Heard, Niall M. Adams
Three Statistical Approaches to Sessionizing Network Flow Data. JISIC (2014)
Silvia Metelli, Nicholas A. Heard
Modelling New Edge Formation in a Computer Network through Bayesian Variable Selection. JISIC (2014)
Alexander Bolton, Nicholas A. Heard
Application of a Linear Time Method for Change Point Detection to the Classification of Software. JISIC (2014)
Anna Fowler, Vilas Menon, Nicholas A. Heard
Dynamic Bayesian Clustering. J. Bioinform. Comput. Biol. 11 (5) (2013)
Anna Fowler, Nicholas A. Heard
On two-way Bayesian agglomerative clustering of gene expression data. Stat. Anal. Data Min. 5 (5) (2012)
Pierre R. Bushel, Nicholas A. Heard, Roee Gutman, Liwen Liu, Shyamal D. Peddada, Saumyadipta Pyne
Dissecting the fission yeast regulatory network reveals phase-specific control elements of its cell cycle. BMC Syst. Biol. 3 (2009)
Kiriaki Platanioti, Nicholas A. Heard, David J. Hand
A Review of Anomaly Detection on Graphs. NATO ASI Mining Massive Data Sets for Security (2007)