Marcus Frean
- Artificial Intelligence top 1%
- Neural Networks and Applications 15
- Evolutionary Algorithms and Applications 8
- Metaheuristic Optimization Algorithms Research 7
- Target Tracking and Data Fusion in Sensor Networks 6
- Software top 5%
- Signal Processing top 5%
- Information Systems top 2%
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- Evolutionary Game Theory and Cooperation 11
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- Caching and Content Delivery 8
- Mobile Ad Hoc Networks 7
- Cooperative Communication and Network Coding 7
- Co-authors
- Llew MasonEdward R. AbrahamJonathan BaxterPeter L. BartlettJames NobleMarcus GallagherAlex PotaninRobert Biddle
- Journals
- Proceedings of the Royal Society B Biological Sciences (4 papers)Network Computation in Neural Systems (2 papers)The Astrophysical Journal (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-authorship network
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
| # | Work | ||
|---|---|---|---|
| 1 | 2023 | 6 | |
| 2 | 2023 | 2 | |
| 3 | 2022 | 2 | |
| 4 | 2015 | 14 | |
| 5 | Particle filter parallelisation using random network based resampling | 2014 | 5 |
| 6 | Adapting the multi-Bernoulli filter to phased array observations using MUSIC as pseudo-likelihood | 2014 | 10 |
| 7 | 2013 | 6 | |
| 8 | Memetic Cooperative Co-evolutionary Recurrent Neural Networks | 2011 | 1 |
| 9 | 2011 | 0 | |
| 10 | 2006 | 116 | |
| 11 | Dependent Gaussian Processes | 2004 | 140 |
| 12 | 2004 | 22 | |
| 13 | Real-valued evolutionary optimization using a flexible probability density estimator | 1999 | 51 |
| 14 | Boosting Algorithms as Gradient Descent | 1999 | 441 |
| 15 | Boosting Algorithms as Gradient Descent in Function Space | 1999 | 110 |
| 16 | Support Vector methods in learning and feature extraction | 1998 | 21 |
| 17 | General cost functions for support vector regression. | 1998 | 58 |
| 18 | Learning and Generalisation in a Stable Network. | 1997 | 2 |
| 19 | 1996 | 48 | |
| 20 | 1994 | 76 |
About Marcus Frean
Marcus Frean is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Computer Networks and Communications, Statistical and Nonlinear Physics and Computer Science Applications, 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), Evolutionary Algorithms and Applications (8 papers), Caching and Content Delivery (8 papers), Mobile Ad Hoc Networks (7 papers), Cooperative Communication and Network Coding (7 papers), Metaheuristic Optimization Algorithms Research (7 papers) and Target Tracking and Data Fusion in Sensor Networks (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, Alex Potanin, Robert Biddle, 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.