Robert C. Williamson
- Signal Processing top 0.1%
- Speech and Audio Processing 20
- Blind Source Separation Techniques 10
- Direction-of-Arrival Estimation Techniques 9
- Artificial Intelligence top 0.05%
- Machine Learning and Algorithms 30
- Neural Networks and Applications 24
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- Face and Expression Recognition 10
- Control and Systems Engineering top 0.5%
- Control Systems and Identification 11
- Computer Networks and Communications top 0.5%
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- Advanced Adaptive Filtering Techniques 15
- Co-authors
- Alex SmolaBernhard SchölkopfJohn Shawe‐TaylorJohn PlattPeter L. BartlettJyrki KivinenD.B. WardRodney A. Kennedy
- Journals
- IEEE Transactions on Signal Processing (8 papers)IEEE Transactions on Information Theory (7 papers)American Sociological Review (5 papers)
- Partner nations
- AustraliaUnited StatesUnited Kingdom
In The Last Decade
Robert C. Williamson
162 papers receiving 10.7k citations
Hit Papers
Peers
Comparison fields: 5 of 220
- Signal Processing 2.2k
- Artificial Intelligence 6.0k
- Computer Vision and Pattern Recognition 2.4k
- Control and Systems Engineering 1.6k
- Computer Networks and Communications 1.5k
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-authorship network
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
| # | Work | ||
|---|---|---|---|
| 1 | 2023 | 9 | |
| 2 | 2016 | 5 | |
| 3 | Bipartite ranking: a risk-theoretic perspective | 2016 | 13 |
| 4 | 2015 | 18 | |
| 5 | Bayes-Optimal Scorers for Bipartite Ranking | 2014 | 3 |
| 6 | On the Consistency of Output Code Based Learning Algorithms for Multiclass Learning Problems | 2014 | 4 |
| 7 | 2014 | 3 | |
| 8 | Divergences and Risks for Multiclass Experiments | 2012 | 13 |
| 9 | Clustering: Science or Art? | 2009 | 46 |
| 10 | From Margin to Sparsity | 2000 | 28 |
| 11 | Regularization with Dot-Product Kernels | 2000 | 44 |
| 12 | 2000 | 9 | |
| 13 | Support Vector Method for Novelty Detectionbreakdown → | 1999 | 1395 |
| 14 | The Entropy Regularization Information Criterion | 1999 | 1 |
| 15 | Shrinking the Tube: A New Support Vector Regression Algorithm | 1998 | 138 |
| 16 | Solar power and retail electric competition in Arizona | 1997 | 1 |
| 17 | Examples of learning curves from a modified VC-formalism | 1995 | 2 |
| 18 | 1991 | 9 | |
| 19 | Splines, Rational Functions and Neural Networks | 1991 | 1 |
| 20 | 1970 | 2 |
About Robert C. Williamson
Robert C. Williamson is a scholar working on Signal Processing, Artificial Intelligence and Computational Mechanics, having authored 173 papers that have together received 11.5k indexed citations. Recurring topics across this work include Machine Learning and Algorithms (30 papers), Neural Networks and Applications (24 papers), Speech and Audio Processing (20 papers), Advanced Adaptive Filtering Techniques (15 papers), Control Systems and Identification (11 papers), Blind Source Separation Techniques (10 papers), Face and Expression Recognition (10 papers) and Direction-of-Arrival Estimation Techniques (9 papers). The work is most often cited by research in Signal Processing (2.2k citations), Artificial Intelligence (6.0k citations) and Computer Vision and Pattern Recognition (2.4k citations). Robert C. Williamson has collaborated with scholars based in Australia, United States and United Kingdom. Frequent co-authors include Alex Smola, Bernhard Schölkopf, John Shawe‐Taylor, John Platt, Peter L. Bartlett, Jyrki Kivinen, D.B. Ward, Rodney A. Kennedy, Tom D. Downs and Eric Lehmann. Their work appears in journals such as IEEE Transactions on Signal Processing, IEEE Transactions on Information Theory, American Sociological Review, 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.