Emmanuel Duflos
Emmanuel Duflos publishes mostly in Artificial Intelligence, Oceanography and Aerospace Engineering, on topics such as Target Tracking and Data Fusion in Sensor Networks, Bayesian Methods and Mixture Models and Gaussian Processes and Bayesian Inference.
- World rank
- #293,936 of 1,633,909 ranked researchers
- Rank in France
- #16,278 of 96,116
- Works
- 25
- Citations
- 103
- Citations per work
- 4.1
What does Emmanuel Duflos research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence48% of their works
- 2Oceanography9% of their works
- 3Aerospace Engineering9% of their works
- 4Computer Vision and Pattern Recognition9% of their works
- 5Ocean Engineering9% of their works
- 6Computer Networks and Communications4% of their works
Research topics
- Target Tracking and Data Fusion in Sensor Networks
- Bayesian Methods and Mixture Models
- Gaussian Processes and Bayesian Inference
- Underwater Acoustics Research
- Geophysical Methods and Applications
- Neural Networks and Applications
- Machine Learning and Algorithms
- Distributed Sensor Networks and Detection Algorithms
Which keywords describe Emmanuel Duflos's research?
The keywords of their largest research topics: Bayesian Inference, Machine Learning, Variational Inference, Deep Learning, Gaussian Processes, Clustering, Mixture Models and Nonlinear Estimation.
- Semi-Supervised Learning
- Neural Networks
- Active Learning
- Seafloor Mapping
- Acoustic Techniques
- Probabilistic Models
- Nonlinear Estimation
- Clustering
- Deep Learning
- Machine Learning
- Bayesian Inference
- Variational Inference
- Gaussian Processes
- Mixture Models
- Particle Filters
- Sparse Regression
- Ground-Penetrating Radar
- Sedimentology
- Distributed Detection
- Self-Organizing Maps
- Wireless Sensor Networks
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 21 words, with their numbers
- Bayesian Inference93 topics
- Machine Learning63 topics
- Variational Inference62 topics
- Deep Learning53 topics
- Gaussian Processes42 topics
- Clustering31 topic
- Mixture Models31 topic
- Nonlinear Estimation31 topic
- Particle Filters31 topic
- Probabilistic Models31 topic
- Sparse Regression31 topic
- Acoustic Techniques21 topic
- Ground-Penetrating Radar21 topic
- Seafloor Mapping21 topic
- Sedimentology21 topic
- Active Learning11 topic
- Distributed Detection11 topic
- Neural Networks11 topic
- Self-Organizing Maps11 topic
- Semi-Supervised Learning11 topic
- Wireless Sensor Networks11 topic
Where does Emmanuel Duflos work?
Emmanuel Duflos's main affiliation in the publication record is Laboratoire d'Automatique, Génie Informatique et Signal, France.
How many publications and citations does Emmanuel Duflos have?
Science Explorer counts 25 works and 103 citations for Emmanuel Duflos, ranking #293,936 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
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