Philippe Vanheeghe
Philippe Vanheeghe publishes mostly in Artificial Intelligence, Control and Systems Engineering and Ocean 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
- #446,940 of 1,633,909 ranked researchers
- Rank in France
- #26,572 of 96,116
- Works
- 22
- Citations
- 84
- Citations per work
- 3.8
What does Philippe Vanheeghe research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence38% of their works
- 2Control and Systems Engineering8% of their works
- 3Ocean Engineering8% of their works
- 4Aerospace Engineering8% of their works
- 5Oceanography8% of their works
- 6Mechanical Engineering4% 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
- Distributed Sensor Networks and Detection Algorithms
- Robotic Path Planning Algorithms
- Earthquake Detection and Analysis
Which keywords describe Philippe Vanheeghe's research?
The keywords of their largest research topics: Bayesian Inference, Variational Inference, Machine Learning, Clustering, Gaussian Processes, Mixture Models, Nonlinear Estimation and Particle Filters.
- Seismic Electromagnetics
- Optimal Motion Planning
- Distributed Detection
- Seafloor Mapping
- Acoustic Techniques
- Particle Filters
- Mixture Models
- Clustering
- Variational Inference
- Bayesian Inference
- Machine Learning
- Gaussian Processes
- Nonlinear Estimation
- Sparse Regression
- Ground-Penetrating Radar
- Sedimentology
- Ionospheric Anomalies
- Sampling-Based Algorithms
- 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 19 words, with their numbers
- Bayesian Inference93 topics
- Variational Inference62 topics
- Machine Learning52 topics
- Clustering31 topic
- Gaussian Processes31 topic
- Mixture Models31 topic
- Nonlinear Estimation31 topic
- Particle Filters31 topic
- Sparse Regression31 topic
- Acoustic Techniques21 topic
- Ground-Penetrating Radar21 topic
- Seafloor Mapping21 topic
- Sedimentology21 topic
- Distributed Detection11 topic
- Ionospheric Anomalies11 topic
- Optimal Motion Planning11 topic
- Sampling-Based Algorithms11 topic
- Seismic Electromagnetics11 topic
- Wireless Sensor Networks11 topic
Where does Philippe Vanheeghe work?
Philippe Vanheeghe's main affiliation in the publication record is Laboratoire d'Automatique, Génie Informatique et Signal, France.
How many publications and citations does Philippe Vanheeghe have?
Science Explorer counts 22 works and 84 citations for Philippe Vanheeghe, ranking #446,940 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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