Peter Vamplew
Impact in
- Signal Processing top 1%
- Advanced Malware Detection Techniques
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- Network Security and Intrusion Detection
Papers in
-
- Reinforcement Learning in Robotics 20
- Evolutionary Algorithms and Applications 10
- Topic Modeling 5
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- Advanced Multi-Objective Optimization Algorithms 9
- Co-authors
- Iqbal Gondal (6 shared papers)Ansam Khraisat (3 shared papers)Joarder Kamruzzaman (3 shared papers)Richard Dazeley (26 shared papers)Cameron Foale (15 shared papers)Adam Berry (4 shared papers)Ammar Alazab (2 shared papers)Saeid Nahavandi (3 shared papers)
- Journals
- Neural Computing and Applications (7 papers)Neurocomputing (5 papers)Electronics (3 papers)Engineering Applications of Artificial Intelligence (2 papers)Ethics and Information Technology (1 paper)
- Partner nations
- AustraliaUnited StatesChile
In The Last Decade
Peter Vamplew
74 papers receiving 2.3k citations
Peter Vamplew's Hit Papers
Peers
Comparison fields: 5 of 133
- Signal Processing 751
- Computer Networks and Communications 1.3k
- Artificial Intelligence 1.3k
- Health Informatics 30
- Computational Theory and Mathematics 210
Countries citing papers authored by Peter Vamplew
This map shows the geographic impact of Peter Vamplew's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Peter Vamplew with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Peter Vamplew more than expected).
Fields of papers citing papers by Peter Vamplew
This network shows the impact of papers produced by Peter Vamplew. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Peter Vamplew. The network helps show where Peter Vamplew may publish in the future.
Co-authors
The 25 scholars most cited alongside Peter Vamplew, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 79 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Survey of intrusion detection systems: techniques, datasets and challenges Hit paper breakdown → | 2019 | 1105 |
| 2 | 2010 | 183 | |
| 3 | A practical guide to multi-objective reinforcement learning and planning Hit paper breakdown → | 2022 | 172 |
| 4 | 2020 | 140 | |
| 5 | 2020 | 86 | |
| 6 | 2021 | 71 | |
| 7 | 2017 | 70 | |
| 8 | 2017 | 40 | |
| 9 | 2019 | 32 | |
| 10 | Recognition of sign language gestures using neural networks | 1996 | 29 |
| 11 | A Comparative Study of Various Data Mining Techniques as applied to the Modeling of Landslide Susceptibility on the Bellarine Peninsula, Victoria, Australia | 2010 | 28 |
| 12 | An anti-plagiarism editor for software development courses | 2005 | 26 |
| 13 | 2000 | 25 | |
| 14 | 2017 | 23 | |
| 15 | Generalised Algorithms for Redirected Walking in Virtual Environments | 2004 | 22 |
| 16 | Applying clustering and ensemble clustering approaches to phishing profiling | 2009 | 22 |
| 17 | 2017 | 22 | |
| 18 | 2023 | 21 | |
| 19 | 2022 | 19 | |
| 20 | 2021 | 18 |
About Peter Vamplew
Peter Vamplew is a scholar working on Artificial Intelligence, Computational Theory and Mathematics, Information Systems, Control and Systems Engineering and Signal Processing, having authored 79 papers that have together received 2.5k indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (20 papers), Evolutionary Algorithms and Applications (10 papers), Advanced Multi-Objective Optimization Algorithms (9 papers), Ethics and Social Impacts of AI (6 papers), Advanced Malware Detection Techniques (6 papers), Digital Games and Media (6 papers), Impact of Technology on Adolescents (5 papers) and Topic Modeling (5 papers). The work is most often cited by research in Signal Processing (751 citations), Computer Networks and Communications (1.3k citations), Artificial Intelligence (1.3k citations), Health Informatics (30 citations) and Computational Theory and Mathematics (210 citations). Peter Vamplew has collaborated with scholars based in Australia, United States and Chile. Frequent co-authors include Iqbal Gondal, Ansam Khraisat, Joarder Kamruzzaman, Richard Dazeley, Cameron Foale, Adam Berry, Ammar Alazab, Saeid Nahavandi, Francisco Cruz and John Yearwood. Their work appears in journals such as Neural Computing and Applications, Neurocomputing, Electronics, Engineering Applications of Artificial Intelligence and Ethics and Information Technology.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.