Nicholas A. Heard

29 papers B 1C 2Journal 21Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Approximate learning of parsimonious Bayesian context trees.
Stat. Comput.
Daniyar Ghani, Nicholas A. Heard, Francesco Sanna Passino
2023 J jnl
Mutually Exciting Point Process Graphs for Modeling Dynamic Networks.
J. Comput. Graph. Stat.
Francesco Sanna Passino, Nicholas A. Heard
2023 J jnl
Unsupervised attack pattern detection in honeypot data using Bayesian topic modelling.
CoRR
Francesco Sanna Passino, Anastasia Mantziou, Daniyar Ghani, Philip Thiede, Ross Bevington, Nicholas A. Heard
2022 J jnl
Changepoint detection in non-exchangeable data.
Stat. Comput.
Karl L. Hallgren, Nicholas A. Heard, Niall M. Adams
2022 J jnl
Latent structure blockmodels for Bayesian spectral graph clustering.
Stat. Comput.
Francesco Sanna Passino, Nicholas A. Heard
2022 J jnl
Spectral Clustering on Spherical Coordinates Under the Degree-Corrected Stochastic Blockmodel.
Technometrics
Francesco Sanna Passino, Nicholas A. Heard, Patrick Rubin-Delanchy
2022 J jnl
Standardized Partial Sums and Products of
J. Comput. Graph. Stat.
Nicholas A. Heard
2021 J jnl
Latent structure blockmodels for Bayesian spectral graph clustering.
CoRR
Francesco Sanna Passino, Nicholas A. Heard
2021 J jnl
Link prediction in dynamic networks using random dot product graphs.
Data Min. Knowl. Discov.
Francesco Sanna Passino, Anna S. Bertiger, Joshua C. Neil, Nicholas A. Heard
2021 J jnl
Mutually exciting point process graphs for modelling dynamic networks.
CoRR
Francesco Sanna Passino, Nicholas A. Heard
2020 J jnl
Bayesian estimation of the latent dimension and communities in stochastic blockmodels.
Stat. Comput.
Francesco Sanna Passino, Nicholas A. Heard
2020 J jnl
Classification of periodic arrivals in event time data for filtering computer network traffic.
Stat. Comput.
Francesco Sanna Passino, Nicholas A. Heard
2020 J jnl
Graph link prediction in computer networks using Poisson matrix factorisation.
CoRR
Francesco Sanna Passino, Melissa J. M. Turcotte, Nicholas A. Heard
2020 J jnl
Nonparametric self-exciting models for computer network traffic.
Stat. Comput.
Matthew Price-Williams, Nicholas A. Heard
2020 J jnl
Spectral clustering on spherical coordinates under the degree-corrected stochastic blockmodel.
CoRR
Francesco Sanna Passino, Nicholas A. Heard, Patrick Rubin-Delanchy
2019 J jnl
Bayesian estimation of the latent dimension and communities in stochastic blockmodels.
CoRR
Francesco Sanna Passino, Nicholas A. Heard
2019 J jnl
Link prediction in dynamic networks using random dot product graphs.
CoRR
Francesco Sanna Passino, Anna S. Bertiger, Joshua C. Neil, Nicholas A. Heard
2016 J jnl
Convergence of Monte Carlo distribution estimates from rival samplers.
Stat. Comput.
Nicholas A. Heard, Melissa J. Turcotte
2016 C conf
Disassortativity of computer networks.
ISI
Patrick Rubin-Delanchy, Niall M. Adams, Nicholas A. Heard
2016 C conf
Model-based clustering and new edge modelling in large computer networks.
ISI
Silvia Metelli, Nicholas A. Heard
2014 — conf
Application of a Linear Time Method for Change Point Detection to the Classification of Software.
JISIC
Alexander Bolton, Nicholas A. Heard
2014 B conf
Detecting Localised Anomalous Behaviour in a Computer Network.
IDA
Melissa J. Turcotte, Nicholas A. Heard, Joshua Neil
2014 — conf
Modelling New Edge Formation in a Computer Network through Bayesian Variable Selection.
JISIC
Silvia Metelli, Nicholas A. Heard
2014 — conf
Statistical Frameworks for Detecting Tunnelling in Cyber Defence Using Big Data.
JISIC
Daniel J. Lawson, Patrick Rubin-Delanchy, Nicholas A. Heard, Niall M. Adams
2014 — conf
Three Statistical Approaches to Sessionizing Network Flow Data.
JISIC
Patrick Rubin-Delanchy, Daniel J. Lawson, Melissa J. Turcotte, Nicholas A. Heard, Niall M. Adams
2013 J jnl
Dynamic Bayesian Clustering.
J. Bioinform. Comput. Biol.
Anna Fowler, Vilas Menon, Nicholas A. Heard
2012 J jnl
On two-way Bayesian agglomerative clustering of gene expression data.
Stat. Anal. Data Min.
Anna Fowler, Nicholas A. Heard
2009 J jnl
Dissecting the fission yeast regulatory network reveals phase-specific control elements of its cell cycle.
BMC Syst. Biol.
Pierre R. Bushel, Nicholas A. Heard, Roee Gutman, Liwen Liu, Shyamal D. Peddada, Saumyadipta Pyne
2007 — conf
A Review of Anomaly Detection on Graphs.
NATO ASI Mining Massive Data Sets for Security
Kiriaki Platanioti, Nicholas A. Heard, David J. Hand