Matthew Roughan
Matthew Roughan publishes mostly in Computer Networks and Communications, Artificial Intelligence and Statistical and Nonlinear Physics, on topics such as Complex Network Analysis Techniques, Network Security and Intrusion Detection and Network Traffic and Congestion Control.
- World rank
- #40,593 of 1,633,909 ranked researchers
- Rank in Australia
- #1,030 of 35,497
- Works
- 59
- Citations
- 577
- Citations per work
- 9.8
What does Matthew Roughan research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computer Networks and Communications20% of their works
- 2Artificial Intelligence15% of their works
- 3Statistical and Nonlinear Physics9% of their works
- 4Electrical and Electronic Engineering8% of their works
- 5Hardware and Architecture5% of their works
- 6Finance5% of their works
Research topics
- Complex Network Analysis Techniques
- Network Security and Intrusion Detection
- Network Traffic and Congestion Control
- Network Packet Processing and Optimization
- Internet Traffic Analysis and Secure E-voting
- Software-Defined Networks and 5G
- Complex Systems and Time Series Analysis
- Financial Risk and Volatility Modeling
Which keywords describe Matthew Roughan's research?
The keywords of their largest research topics: Intrusion Detection, Deep Learning, Machine Learning, Community Structure, Network Dynamics, Congestion Control, DDoS Attacks and Deep Packet Inspection.
- Software-Defined Networking
- Multifractal Analysis
- GARCH Models
- Classification
- Packet Classification
- Deep Packet Inspection
- Congestion Control
- Community Structure
- Deep Learning
- Intrusion Detection
- Machine Learning
- Network Dynamics
- DDoS Attacks
- Network Security
- TCP
- Econophysics
- Internet Traffic
- Network Virtualization
- Volatility
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 19 words, with their numbers
- Intrusion Detection82 topics
- Deep Learning72 topics
- Machine Learning72 topics
- Community Structure51 topic
- Network Dynamics51 topic
- Congestion Control41 topic
- DDoS Attacks41 topic
- Deep Packet Inspection41 topic
- Network Security41 topic
- Packet Classification41 topic
- TCP41 topic
- Classification31 topic
- Econophysics31 topic
- GARCH Models31 topic
- Internet Traffic31 topic
- Multifractal Analysis31 topic
- Network Virtualization31 topic
- Software-Defined Networking31 topic
- Volatility31 topic
Where does Matthew Roughan work?
Matthew Roughan's main affiliation in the publication record is The University of Adelaide, Australia.
How many publications and citations does Matthew Roughan have?
Science Explorer counts 59 works and 577 citations for Matthew Roughan, ranking #40,593 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.