Michael E. Tipping
Impact in
- Signal Processing top 0.5%
- Blind Source Separation Techniques
-
- Face and Expression Recognition
Papers in
-
- Neural Networks and Applications 7
- Bayesian Methods and Mixture Models 5
- Advanced Clustering Algorithms Research 4
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- Face and Expression Recognition 6
- Data Visualization and Analytics 4
- Image and Signal Denoising Methods 4
- Co-authors
- Chris Bishop (7 shared papers)Anita Faul (3 shared papers)David Lowe (4 shared papers)C.M. Bishop (1 shared paper)Colin Campbell (1 shared paper)Yi Li (1 shared paper)Neil D. Lawrence (3 shared papers)Djoerd Hiemstra (2 shared papers)
- Journals
- Neurocomputing (2 papers)Bioinformatics (1 paper)Neural Computation (1 paper)European Journal of Operational Research (1 paper)IEEE Transactions on Pattern Analysis and Machine Intelligence (1 paper)
- Partner nations
- United KingdomUnited StatesNetherlands
In The Last Decade
Michael E. Tipping
31 papers receiving 6.5k citations
Michael E. Tipping's Hit Papers
Peers
Comparison fields: 5 of 187
- Signal Processing 1.2k
- Computer Vision and Pattern Recognition 2.3k
- Artificial Intelligence 2.6k
- Computational Mathematics 41
- Statistics and Probability 485
Countries citing papers authored by Michael E. Tipping
This map shows the geographic impact of Michael E. Tipping'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 Michael E. Tipping with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michael E. Tipping more than expected).
Fields of papers citing papers by Michael E. Tipping
This network shows the impact of papers produced by Michael E. Tipping. 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 Michael E. Tipping. The network helps show where Michael E. Tipping may publish in the future.
Co-authors
The 16 scholars most cited alongside Michael E. Tipping, 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 31 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Probabilistic Principal Component Analysis Hit paper breakdown → | 1999 | 2532 |
| 2 | Mixtures of Probabilistic Principal Component Analyzers Hit paper breakdown → | 1999 | 1412 |
| 3 | The Relevance Vector Machine Hit paper breakdown → | 1999 | 678 |
| 4 | Fast Marginal Likelihood Maximisation for Sparse Bayesian Models Hit paper breakdown → | 2003 | 573 |
| 5 | 2002 | 221 | |
| 6 | 2004 | 206 | |
| 7 | Bayesian Image Super-Resolution | 2002 | 164 |
| 8 | 1998 | 148 | |
| 9 | 2002 | 141 | |
| 10 | Advances in Learning Theory: Methods, Models and Applications | 2003 | 131 |
| 11 | Sparse Kernel Principal Component Analysis | 2000 | 114 |
| 12 | 1996 | 106 | |
| 13 | Bayesian Regression and Classification | 2003 | 97 |
| 14 | 2005 | 71 | |
| 15 | 2003 | 50 | |
| 16 | 2021 | 50 | |
| 17 | 1997 | 47 | |
| 18 | Probabilistic Visualisation of High-Dimensional Binary Data | 1998 | 45 |
| 19 | NeuroScale: Novel Topographic Feature Extraction using RBF Networks | 1996 | 37 |
| 20 | 1998 | 30 |
About Michael E. Tipping
Michael E. Tipping is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Signal Processing, Analytical Chemistry and Statistics and Probability, having authored 31 papers that have together received 7.0k indexed citations. Recurring topics across this work include Neural Networks and Applications (7 papers), Face and Expression Recognition (6 papers), Blind Source Separation Techniques (5 papers), Bayesian Methods and Mixture Models (5 papers), Advanced Clustering Algorithms Research (4 papers), Data Visualization and Analytics (4 papers), Spectroscopy and Chemometric Analyses (4 papers) and Image and Signal Denoising Methods (4 papers). The work is most often cited by research in Signal Processing (1.2k citations), Computer Vision and Pattern Recognition (2.3k citations), Artificial Intelligence (2.6k citations), Computational Mathematics (41 citations) and Statistics and Probability (485 citations). Michael E. Tipping has collaborated with scholars based in United Kingdom, United States and Netherlands. Frequent co-authors include Chris Bishop, Anita Faul, David Lowe, C.M. Bishop, Colin Campbell, Yi Li, Neil D. Lawrence, Djoerd Hiemstra, Hugo Zaragoza and Fotios Petropoulos. Their work appears in journals such as Neurocomputing, Bioinformatics, Neural Computation, European Journal of Operational Research and IEEE Transactions on Pattern Analysis and Machine Intelligence.
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.