The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Matthew Roughan sits on this spectrum.
This scientist: 183 publications — 40th percentile
40% of scientists in this discipline score the same or lower.
The last bar groups every scientist with 991 publications or more.
The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Matthew Roughan sits on this spectrum.
This scientist: 41 D-Index — 40th percentile
40% of scientists in this discipline score the same or lower.
The last bar groups every scientist with 131 D-Index or more.
Matthew Roughan is affiliated with the University of Adelaide in Australia. Their research spans the broad field of computer science, with a significant focus on artificial intelligence, statistical and nonlinear physics, economics and econometrics, computer networks and communications, and signal processing.
Their work addresses various topics including complex systems and time series analysis, complex network analysis techniques, opinion dynamics and social influence, financial risk and volatility modeling, anomaly detection techniques and applications, privacy-preserving technologies in data, and time series analysis and forecasting.
Matthew Roughan has published extensively, with a total of 56 publications in computer science. They have contributed to multiple frequent venues, notably:
Recent papers include:
They have collaborated frequently with a number of researchers including Lewis Mitchell, Andrew Feutrill, David Shorten, Samudra Herath, and Gary Glonek.
Matthew Roughan has been recognized by major professional organizations. They were named an IEEE Fellow in 2019 for contributions to Internet measurement and analysis. The year prior, in 2018, they were named an ACM Fellow for contributions to Internet measurement and analysis, with applications to network engineering.
S. Knight;H. X. Nguyen;N. Falkner;R. Bowden
Matthew Roughan;Subhabrata Sen;Oliver Spatscheck;Nick Duffield
Yin Zhang;Matthew Roughan;Nick Duffield;Albert Greenberg
John C. Doyle;David L. Alderson;Lun Li;Steven Low
Yin Zhang;Matthew Roughan;Walter Willinger;Lili Qiu
Yin Zhang;Matthew Roughan;Carsten Lund;David Donoho
Yin Zhang;Zihui Ge;Albert Greenberg;Matthew Roughan
Matthew Roughan;Albert Greenberg;Charles Kalmanek;Michael Rumsewicz
Matthew Roughan;Yin Zhang;Walter Willinger;Lili Qiu
Matthew Roughan;Albert Greenberg;Charles Kalmanek;Michael Rumsewicz
Wolfgang Mühlbauer;Anja Feldmann;Olaf Maennel;Matthew Roughan
Matthew Roughan;Mikkel Thorup;Yin Zhang
A. Erramilli;M. Roughan;D. Veitch;W. Willinger
Matthew Roughan
M. Roughan;W. Willinger;O. Maennel;D. Perouli
Yin Zhang;Matthew Roughan;Carsten Lund;David L. Donoho
Z. Morley Mao;Randy Bush;Timothy G. Griffin;Matthew Roughan
Matthew Roughan;Darryl Veitch;Patrice Abry
Randy Bush;Olaf Maennel;Matthew Roughan;Steve Uhlig
Paul Tune;Matthew Roughan
Matt Roughan
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