Germain Forestier
Impact in
- Signal Processing top 0.2%
- Time Series Analysis and Forecasting
- Music and Audio Processing
- Artificial Intelligence top 0.5%
- Anomaly Detection Techniques and Applications
- AI in cancer detection
Papers in
-
- Anomaly Detection Techniques and Applications 26
- AI in cancer detection 11
- Semantic Web and Ontologies 9
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- Time Series Analysis and Forecasting 33
- Music and Audio Processing 10
- Co-authors
- Jonathan Weber (40 shared papers)Lhassane Idoumghar (18 shared papers)Pierre-Alain Müller (15 shared papers)Hassan Ismail Fawaz (12 shared papers)Cédric Wemmert (32 shared papers)Pierre Gançarski (20 shared papers)François Petitjean (15 shared papers)Pierre Jannin (16 shared papers)
- Journals
- Artificial Intelligence in Medicine (5 papers)International Journal of Computer Assisted Radiology and Surgery (5 papers)Data Mining and Knowledge Discovery (4 papers)Journal of Biomedical Informatics (4 papers)Knowledge and Information Systems (3 papers)
- Partner nations
- FranceAustraliaSwitzerland
In The Last Decade
Germain Forestier
108 papers receiving 4.6k citations
Germain Forestier's Hit Papers
Peers
Comparison fields: 5 of 179
- Signal Processing 1.7k
- Artificial Intelligence 2.1k
- Health Informatics 53
- Computer Vision and Pattern Recognition 714
- Media Technology 186
Countries citing papers authored by Germain Forestier
This map shows the geographic impact of Germain Forestier'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 Germain Forestier with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Germain Forestier more than expected).
Fields of papers citing papers by Germain Forestier
This network shows the impact of papers produced by Germain Forestier. 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 Germain Forestier. The network helps show where Germain Forestier may publish in the future.
Co-authors
The 25 scholars most cited alongside Germain Forestier, 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 117 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Deep learning for time series classification: a review Hit paper breakdown → | 2019 | 2237 |
| 2 | 2018 | 186 | |
| 3 | 2021 | 154 | |
| 4 | 2017 | 120 | |
| 5 | 2019 | 94 | |
| 6 | Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey Hit paper breakdown → | 2024 | 93 |
| 7 | 2015 | 85 | |
| 8 | Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks | 2019 | 84 |
| 9 | 2015 | 84 | |
| 10 | 2018 | 82 | |
| 11 | 2012 | 72 | |
| 12 | 2011 | 68 | |
| 13 | 2009 | 67 | |
| 14 | 2018 | 64 | |
| 15 | 2019 | 63 | |
| 16 | 2012 | 62 | |
| 17 | 2018 | 58 | |
| 18 | 2021 | 56 | |
| 19 | 2010 | 53 | |
| 20 | 2018 | 50 |
About Germain Forestier
Germain Forestier is a scholar working on Artificial Intelligence, Signal Processing, Computer Vision and Pattern Recognition, Media Technology and Information Systems, having authored 117 papers that have together received 4.7k indexed citations. Recurring topics across this work include Time Series Analysis and Forecasting (33 papers), Anomaly Detection Techniques and Applications (26 papers), Remote-Sensing Image Classification (17 papers), Surgical Simulation and Training (11 papers), AI in cancer detection (11 papers), Music and Audio Processing (10 papers), Image Retrieval and Classification Techniques (10 papers) and Semantic Web and Ontologies (9 papers). The work is most often cited by research in Signal Processing (1.7k citations), Artificial Intelligence (2.1k citations), Health Informatics (53 citations), Computer Vision and Pattern Recognition (714 citations) and Media Technology (186 citations). Germain Forestier has collaborated with scholars based in France, Australia and Switzerland. Frequent co-authors include Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Müller, Hassan Ismail Fawaz, Cédric Wemmert, Pierre Gançarski, François Petitjean, Pierre Jannin, Geoffrey I. Webb and Eamonn Keogh. Their work appears in journals such as Artificial Intelligence in Medicine, International Journal of Computer Assisted Radiology and Surgery, Data Mining and Knowledge Discovery, Journal of Biomedical Informatics and Knowledge and Information Systems.
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.