Martin Anthony
Impact in
- Artificial Intelligence top 0.5%
- Machine Learning and Algorithms
- Neural Networks and Applications
- Machine Learning and Data Classification
- Algorithms and Data Compression
- Imbalanced Data Classification Techniques
- Machine Learning and ELM
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- Face and Expression Recognition
Papers in
-
- Machine Learning and Algorithms 54
- Neural Networks and Applications 23
- Machine Learning and Data Classification 23
- Algorithms and Data Compression 7
- Imbalanced Data Classification Techniques 7
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- Rough Sets and Fuzzy Logic 8
- Computability, Logic, AI Algorithms 5
- Co-authors
- Peter L. Bartlett (6 shared papers)John Shawe‐Taylor (15 shared papers)Robert C. Williamson (2 shared papers)Norman Biggs (6 shared papers)Joel Ratsaby (15 shared papers)Graham Brightwell (3 shared papers)Yves Crama (3 shared papers)Sean B. Holden (3 shared papers)
- Journals
- Discrete Applied Mathematics (18 papers)Theoretical Computer Science (4 papers)Discrete Mathematics (3 papers)Combinatorics Probability Computing (3 papers)Journal of Computer and System Sciences (2 papers)
- Partner nations
- United KingdomIsraelAustralia
In The Last Decade
Martin Anthony
71 papers receiving 2.0k citations
Martin Anthony's Hit Papers
Peers
Comparison fields: 5 of 129
- Artificial Intelligence 1.6k
- Computer Vision and Pattern Recognition 501
- Computational Theory and Mathematics 359
- Computational Mathematics 10
- Statistics and Probability 133
Countries citing papers authored by Martin Anthony
This map shows the geographic impact of Martin Anthony'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 Martin Anthony with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Martin Anthony more than expected).
Fields of papers citing papers by Martin Anthony
This network shows the impact of papers produced by Martin Anthony. 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 Martin Anthony. The network helps show where Martin Anthony may publish in the future.
Co-authors
The 25 scholars most cited alongside Martin Anthony, 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 76 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Neural network learning theoretical foundations Hit paper breakdown → | 1999 | 690 |
| 2 | 1999 | 324 | |
| 3 | 1998 | 321 | |
| 4 | Computational learning theory: an introduction | 1992 | 137 |
| 5 | 2010 | 66 | |
| 6 | 1996 | 52 | |
| 7 | 2016 | 44 | |
| 8 | 1995 | 37 | |
| 9 | 1993 | 36 | |
| 10 | 2001 | 35 | |
| 11 | 1993 | 31 | |
| 12 | 1987 | 31 | |
| 13 | 1992 | 25 | |
| 14 | The Learnability of Formal Concepts | 1990 | 21 |
| 15 | 1995 | 21 | |
| 16 | 1998 | 19 | |
| 17 | Boolean Functions and Artificial Neural Networks | 2003 | 17 |
| 18 | 1991 | 17 | |
| 19 | 2011 | 15 | |
| 20 | Probabilistic analysis of learning in artificial neural networks : The PAC model and its valiants | 1997 | 15 |
About Martin Anthony
Martin Anthony is a scholar working on Artificial Intelligence, Computational Theory and Mathematics, Computer Vision and Pattern Recognition, Computer Networks and Communications and Discrete Mathematics and Combinatorics, having authored 76 papers that have together received 2.2k indexed citations. Recurring topics across this work include Machine Learning and Algorithms (54 papers), Neural Networks and Applications (23 papers), Machine Learning and Data Classification (23 papers), Face and Expression Recognition (15 papers), Rough Sets and Fuzzy Logic (8 papers), Algorithms and Data Compression (7 papers), Imbalanced Data Classification Techniques (7 papers) and Computability, Logic, AI Algorithms (5 papers). The work is most often cited by research in Artificial Intelligence (1.6k citations), Computer Vision and Pattern Recognition (501 citations), Computational Theory and Mathematics (359 citations), Computational Mathematics (10 citations) and Statistics and Probability (133 citations). Martin Anthony has collaborated with scholars based in United Kingdom, Israel and Australia. Frequent co-authors include Peter L. Bartlett, John Shawe‐Taylor, Robert C. Williamson, Norman Biggs, Joel Ratsaby, Graham Brightwell, Yves Crama, Sean B. Holden, Endre Boros and N. L. Biggs. Their work appears in journals such as Discrete Applied Mathematics, Theoretical Computer Science, Discrete Mathematics, Combinatorics Probability Computing and Journal of Computer and System Sciences.
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.