← All authors Matthew Roughan The University of Adelaide (from arXiv:2408.12210, 2024) · ORCID · OpenAlex
29 papers in scope · 29 published · 1 on the econ.EM arXiv · 1,449 citations · h-index 10 (over the papers listed here)
Papers (1 of 29)
A Practical Guide to the Multi-Dimensional Elo Rating System
published 2026 · Mathematics
with Adam Hamilton, Anna Kalenkova
Finite precision computation of the polylogarithm function for complex parameters and arguments
published 2026 · Journal of Computational and Applied Mathematics
The impact of intransitivity on the Elo rating system
published 2025 · PLoS ONE
with Adam H. Hamilton, Anna Kalenkova
published 2025 · Physica A Statistical Mechanics and its Applications · 1 citations · first circulated 2024
Vector autoregression in cryptocurrency markets: unraveling complex causal networks
published 2025 · Journal of Complex Networks · 2 citations · first circulated 2023
Performance Analysis: Discovering Semi-Markov Models From Event Logs
published 2025 · IEEE Access · 3 citations · first circulated 2022
Rank is all you need: development and analysis of robust causal networks
published 2024 · Applied Network Science · 2 citations
The entropy rate of Linear Additive Markov Processes
published 2024 · PLoS ONE · 2 citations · first circulated 2022
A Review of Shannon and Differential Entropy Rate Estimation
published 2021 · Entropy · 79 citations
with Andrew Feutrill
Generating Name-Like Vectors for Testing Large-Scale Entity Resolution
published 2021 · IEEE Access · 2 citations · first circulated 2020
with Samudra Herath, Gary Glonek
How the Avengers assemble: Ecological modelling of effective cast sizes for movies
published 2020 · PLoS ONE · first circulated 2019
Practically surreal: Surreal arithmetic in Julia
published 2019 · SoftwareX · 2 citations
Controlled Synthesis of Traffic Matrices
published 2017 · IEEE/ACM Transactions on Networking · 6 citations
with Paul Tune
MGtoolkit: A python package for implementing metagraphs
published 2017 · SoftwareX · 10 citations
with Dinesha Ranathunga, Hung Nguyen
Maximum entropy traffic matrix synthesis
published 2014 · ACM SIGMETRICS Performance Evaluation Review · 5 citations
with Paul Tune
Network-design sensitivity analysis
published 2014 · ACM SIGMETRICS Performance Evaluation Review · 10 citations
with Paul Tune
Multi-Observer Privacy-Preserving Hidden Markov Models
published 2013 · IEEE Transactions on Signal Processing · 13 citations · first circulated 2012
with Hung Nguyen
Rigorous Statistical Analysis of Internet Loss Measurements
published 2012 · IEEE/ACM Transactions on Networking · 38 citations · first circulated 2010
with Hung Nguyen
Spatio-Temporal Compressive Sensing and Internet Traffic Matrices (Extended Version)
published 2011 · IEEE/ACM Transactions on Networking · 364 citations · first circulated 2009
with Yin Zhang, Walter Willinger, Lili Qiu
Network link tomography and compressive sensing
published 2011 · ACM SIGMETRICS Performance Evaluation Review · 4 citations
with Rhys Bowden, Nigel Bean
On the Beneficial Impact of Strong Correlations for Anomaly Detection
published 2009 · Stochastic Models · 2 citations
Estimating point-to-point and point-to-multipoint traffic matrices: an information-theoretic approach
published 2005 · IEEE/ACM Transactions on Networking · 186 citations
with Yin Zhang, Carsten Lund, David L. Donoho
Fundamental bounds on the accuracy of network performance measurements
published 2005 · ACM SIGMETRICS Performance Evaluation Review · 52 citations
Combining routing and traffic data for detection of IP forwarding anomalies
published 2004 · ACM SIGMETRICS Performance Evaluation Review · 52 citations
with Tim Griffin, Morley Mao, Albert Greenberg, Brian Freeman
Fast accurate computation of large-scale IP traffic matrices from link loads
published 2003 · ACM SIGMETRICS Performance Evaluation Review · 505 citations
with Yin Zhang⋆, Nick Duffield, Albert Greenberg
Performance of estimated traffic matrices in traffic engineering
published 2003 · ACM SIGMETRICS Performance Evaluation Review · 15 citations
with Mikkel Thorup, Yin Zhang⋆
Real-time estimation of the parameters of long-range dependence
published 2000 · IEEE/ACM Transactions on Networking · 87 citations
Fuzzy causal probabilistic networks and multisensor data fusion
published 1998 · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 5 citations
with Heping Pan, N.N. Okello, D.W. McMichael
An analysis of a modified M / G /1 queue using a martingale technique
published 1996 · Journal of Applied Probability · 2 citations
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