Frédéric Ratle
Impact in
- Media Technology top 0.5%
- Remote-Sensing Image Classification
- Advanced Image Fusion Techniques
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- Advanced Image and Video Retrieval Techniques
- Face and Expression Recognition
Papers in
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- Machine Learning and Algorithms 3
- Machine Learning and ELM 2
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- Face and Expression Recognition 3
- Advanced Image and Video Retrieval Techniques 3
- Co-authors
- Jason Weston (4 shared papers)Ronan Collobert (2 shared papers)Devis Tuia (7 shared papers)Gustau Camps‐Valls (2 shared papers)Mikhaïl Kanevski (9 shared papers)Hossein Mobahi (1 shared paper)Fabio Pacifici (3 shared papers)William J. Emery (3 shared papers)
- Journals
- IEEE Transactions on Geoscience and Remote Sensing (3 papers)Chemometrics and Intelligent Laboratory Systems (1 paper)IEEE Geoscience and Remote Sensing Letters (1 paper)Applied Soft Computing (1 paper)International Journal of Wildland Fire (1 paper)
- Partner nations
- SwitzerlandUnited StatesItaly
In The Last Decade
Frédéric Ratle
18 papers receiving 1.5k citations
Frédéric Ratle's Hit Papers
Peers
Comparison fields: 5 of 129
- Media Technology 610
- Computer Vision and Pattern Recognition 616
- Artificial Intelligence 739
- Atmospheric Science 305
- Analytical Chemistry 68
Countries citing papers authored by Frédéric Ratle
This map shows the geographic impact of Frédéric Ratle'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 Frédéric Ratle with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Frédéric Ratle more than expected).
Fields of papers citing papers by Frédéric Ratle
This network shows the impact of papers produced by Frédéric Ratle. 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 Frédéric Ratle. The network helps show where Frédéric Ratle may publish in the future.
Co-authors
The 21 scholars most cited alongside Frédéric Ratle, 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 | Active Learning Methods for Remote Sensing Image Classification Hit paper breakdown → | 2009 | 408 |
| 2 | Deep Learning via Semi-supervised Embedding Hit paper breakdown → | 2012 | 387 |
| 3 | 2010 | 284 | |
| 4 | 2008 | 283 | |
| 5 | 2010 | 76 | |
| 6 | 2007 | 43 | |
| 7 | 2009 | 23 | |
| 8 | 2008 | 22 | |
| 9 | 2006 | 21 | |
| 10 | 2007 | 11 | |
| 11 | 2007 | 9 | |
| 12 | Pattern analysis in illicit heroin seizures: a novel application of machine learning algorithms. | 2006 | 8 |
| 13 | 2004 | 8 | |
| 14 | 2006 | 6 | |
| 15 | 2008 | 6 | |
| 16 | 2010 | 6 | |
| 17 | 2008 | 5 | |
| 18 | 2008 | 1 |
About Frédéric Ratle
Frédéric Ratle is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Media Technology, Molecular Biology and Computational Theory and Mathematics, having authored 18 papers that have together received 1.6k indexed citations. Recurring topics across this work include Remote-Sensing Image Classification (4 papers), Remote Sensing and Land Use (3 papers), Machine Learning and Algorithms (3 papers), Metabolomics and Mass Spectrometry Studies (3 papers), Face and Expression Recognition (3 papers), Advanced Image and Video Retrieval Techniques (3 papers), Analytical Chemistry and Chromatography (3 papers) and Machine Learning and ELM (2 papers). The work is most often cited by research in Media Technology (610 citations), Computer Vision and Pattern Recognition (616 citations), Artificial Intelligence (739 citations), Atmospheric Science (305 citations) and Analytical Chemistry (68 citations). Frédéric Ratle has collaborated with scholars based in Switzerland, United States and Italy. Frequent co-authors include Jason Weston, Ronan Collobert, Devis Tuia, Gustau Camps‐Valls, Mikhaïl Kanevski, Hossein Mobahi, Fabio Pacifici, William J. Emery, Alexei Pozdnoukhov and Olivier Ribaux. Their work appears in journals such as IEEE Transactions on Geoscience and Remote Sensing, Chemometrics and Intelligent Laboratory Systems, IEEE Geoscience and Remote Sensing Letters, Applied Soft Computing and International Journal of Wildland Fire.
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.