Robert C. Williamson
Impact in
- Signal Processing top 0.1%
- Speech and Audio Processing
- Artificial Intelligence top 0.05%
- Anomaly Detection Techniques and Applications
- Neural Networks and Applications
- Machine Learning and Algorithms
Papers in
-
- Machine Learning and Algorithms 39
- Neural Networks and Applications 28
- Machine Learning and Data Classification 12
-
- Speech and Audio Processing 21
- Co-authors
- Alex J. Smola (18 shared papers)Bernhard Schölkopf (13 shared papers)John S. Shawe-Taylor (10 shared papers)John C. Platt (4 shared papers)Peter L. Bartlett (20 shared papers)Jyrki Kivinen (5 shared papers)D.B. Ward (14 shared papers)Rodney A. Kennedy (14 shared papers)
- Journals
- IEEE Transactions on Signal Processing (8 papers)American Sociological Review (6 papers)IEEE Transactions on Information Theory (6 papers)Journal of Machine Learning Research (5 papers)Neural Computation (4 papers)
- Partner nations
- AustraliaUnited StatesUnited Kingdom
In The Last Decade
Robert C. Williamson
187 papers receiving 13.2k citations
Robert C. Williamson's Hit Papers
Peers
Comparison fields: 5 of 220
- Signal Processing 2.6k
- Artificial Intelligence 7.5k
- Computer Vision and Pattern Recognition 3.0k
- Statistics and Probability 693
- Control and Systems Engineering 1.8k
Countries citing papers authored by Robert C. Williamson
This map shows the geographic impact of Robert C. Williamson'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 Robert C. Williamson with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Robert C. Williamson more than expected).
Fields of papers citing papers by Robert C. Williamson
This network shows the impact of papers produced by Robert C. Williamson. 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 Robert C. Williamson. The network helps show where Robert C. Williamson may publish in the future.
Co-authors
The 25 scholars most cited alongside Robert C. Williamson, 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 199 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Estimating the Support of a High-Dimensional Distribution Hit paper breakdown → | 2001 | 4541 |
| 2 | New Support Vector Algorithms Hit paper breakdown → | 2000 | 2257 |
| 3 | Support Vector Method for Novelty Detection Hit paper breakdown → | 1999 | 1579 |
| 4 | Online Learning with Kernels Hit paper breakdown → | 2004 | 766 |
| 5 | 1998 | 380 | |
| 6 | 1990 | 269 | |
| 7 | 2003 | 256 | |
| 8 | Learning the Kernel with Hyperkernels | 2003 | 229 |
| 9 | 1995 | 192 | |
| 10 | Shrinking the Tube: A New Support Vector Regression Algorithm | 1998 | 149 |
| 11 | 1998 | 115 | |
| 12 | 2001 | 112 | |
| 13 | 1996 | 109 | |
| 14 | 2000 | 107 | |
| 15 | 2002 | 100 | |
| 16 | 1992 | 98 | |
| 17 | 1996 | 95 | |
| 18 | Clustering: Science or Art? | 2011 | 88 |
| 19 | 1997 | 87 | |
| 20 | 1994 | 86 |
About Robert C. Williamson
Robert C. Williamson is a scholar working on Artificial Intelligence, Signal Processing, Computational Mechanics, Computer Vision and Pattern Recognition and Statistics and Probability, having authored 199 papers that have together received 14.0k indexed citations. Recurring topics across this work include Machine Learning and Algorithms (39 papers), Neural Networks and Applications (28 papers), Speech and Audio Processing (21 papers), Advanced Adaptive Filtering Techniques (16 papers), Face and Expression Recognition (13 papers), Control Systems and Identification (12 papers), Machine Learning and Data Classification (12 papers) and Sparse and Compressive Sensing Techniques (10 papers). The work is most often cited by research in Signal Processing (2.6k citations), Artificial Intelligence (7.5k citations), Computer Vision and Pattern Recognition (3.0k citations), Statistics and Probability (693 citations) and Control and Systems Engineering (1.8k citations). Robert C. Williamson has collaborated with scholars based in Australia, United States and United Kingdom. Frequent co-authors include Alex J. Smola, Bernhard Schölkopf, John S. Shawe-Taylor, John C. Platt, Peter L. Bartlett, Jyrki Kivinen, D.B. Ward, Rodney A. Kennedy, Tom D. Downs and Martin Anthony. Their work appears in journals such as IEEE Transactions on Signal Processing, American Sociological Review, IEEE Transactions on Information Theory, Journal of Machine Learning Research and Neural Computation.
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.