Marcus Frean
Impact in
- Artificial Intelligence top 1%
- Neural Networks and Applications
- Evolutionary Algorithms and Applications
- Metaheuristic Optimization Algorithms Research
- Machine Learning and Algorithms
- Software top 5%
Papers in
-
- Neural Networks and Applications 15
- Evolutionary Algorithms and Applications 8
- Metaheuristic Optimization Algorithms Research 7
- Anomaly Detection Techniques and Applications 6
-
- Caching and Content Delivery 8
- Mobile Ad Hoc Networks 7
- Cooperative Communication and Network Coding 7
- Co-authors
- Llew Mason (2 shared papers)Edward R. Abraham (3 shared papers)Jonathan Baxter (1 shared paper)Peter L. Bartlett (1 shared paper)James Noble (4 shared papers)Marcus Gallagher (4 shared papers)Robert Biddle (2 shared papers)Alex Potanin (2 shared papers)
- Journals
- Proceedings of the Royal Society B Biological Sciences (4 papers)Network Computation in Neural Systems (2 papers)The Astrophysical Journal (2 papers)Neural Computation (2 papers)Neurocomputing (2 papers)
- Partner nations
- New ZealandAustraliaGermany
In The Last Decade
Marcus Frean
67 papers receiving 2.2k citations
Peers
Comparison fields: 5 of 156
- Artificial Intelligence 1.2k
- Software 95
- Computer Vision and Pattern Recognition 389
- Signal Processing 161
- Information Systems 298
Countries citing papers authored by Marcus Frean
This map shows the geographic impact of Marcus Frean'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 Marcus Frean with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marcus Frean more than expected).
Fields of papers citing papers by Marcus Frean
This network shows the impact of papers produced by Marcus Frean. 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 Marcus Frean. The network helps show where Marcus Frean may publish in the future.
Co-authors
The 25 scholars most cited alongside Marcus Frean, 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 70 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Boosting Algorithms as Gradient Descent | 1999 | 441 |
| 2 | 1990 | 329 | |
| 3 | 2001 | 200 | |
| 4 | Dependent Gaussian Processes | 2004 | 140 |
| 5 | 2005 | 118 | |
| 6 | 2006 | 116 | |
| 7 | Boosting Algorithms as Gradient Descent in Function Space | 1999 | 110 |
| 8 | 2013 | 81 | |
| 9 | 1994 | 76 | |
| 10 | 1992 | 63 | |
| 11 | General cost functions for support vector regression. | 1998 | 58 |
| 12 | Real-valued evolutionary optimization using a flexible probability density estimator | 1999 | 51 |
| 13 | 1996 | 48 | |
| 14 | 2017 | 43 | |
| 15 | 2006 | 36 | |
| 16 | 2018 | 36 | |
| 17 | 2005 | 28 | |
| 18 | 2011 | 27 | |
| 19 | 2012 | 26 | |
| 20 | 2004 | 22 |
About Marcus Frean
Marcus Frean is a scholar working on Artificial Intelligence, Computer Networks and Communications, Sociology and Political Science, Computer Vision and Pattern Recognition and Statistical and Nonlinear Physics, having authored 70 papers that have together received 2.4k indexed citations. Recurring topics across this work include Neural Networks and Applications (15 papers), Evolutionary Game Theory and Cooperation (11 papers), Caching and Content Delivery (8 papers), Evolutionary Algorithms and Applications (8 papers), Mobile Ad Hoc Networks (7 papers), Cooperative Communication and Network Coding (7 papers), Metaheuristic Optimization Algorithms Research (7 papers) and Anomaly Detection Techniques and Applications (6 papers). The work is most often cited by research in Artificial Intelligence (1.2k citations), Software (95 citations), Computer Vision and Pattern Recognition (389 citations), Signal Processing (161 citations) and Information Systems (298 citations). Marcus Frean has collaborated with scholars based in New Zealand, Australia and Germany. Frequent co-authors include Llew Mason, Edward R. Abraham, Jonathan Baxter, Peter L. Bartlett, James Noble, Marcus Gallagher, Robert Biddle, Alex Potanin, Rohitash Chandra and Jun Zhang. Their work appears in journals such as Proceedings of the Royal Society B Biological Sciences, Network Computation in Neural Systems, The Astrophysical Journal, Neural Computation and Neurocomputing.
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.