Manuel Davy
Manuel Davy publishes mostly in Artificial Intelligence, Signal Processing and Biomedical 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
- #206,875 of 1,633,909 ranked researchers
- Rank in France
- #10,958 of 96,116
- Works
- 24
- Citations
- 146
- Citations per work
- 6.1
What does Manuel Davy research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence44% of their works
- 2Signal Processing17% of their works
- 3Biomedical Engineering4% of their works
- 4Control and Systems Engineering4% of their works
- 5Management Information Systems4% of their works
- 6Numerical Analysis4% of their works
Research topics
Which keywords describe Manuel Davy's research?
The keywords of their largest research topics: Bayesian Inference, Deep Learning, Variational Inference, Hidden Markov Models, Machine Learning, Clustering, Convolutional Neural Networks and Gaussian Processes.
- Music Generation
- Interactive Evolutionary Computation
- Cancer
- Speech Enhancement
- Audio-Visual Speech Recognition
- Sparse Regression
- Nonlinear Estimation
- Gaussian Processes
- Clustering
- Hidden Markov Models
- Deep Learning
- Bayesian Inference
- Variational Inference
- Machine Learning
- Convolutional Neural Networks
- Mixture Models
- Particle Filters
- Audio Signal Classification
- Music Information Retrieval
- Acoustic Modeling
- Deep Neural Networks
- Long Noncoding RNAs
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 22 words, with their numbers
- Bayesian Inference93 topics
- Deep Learning73 topics
- Variational Inference62 topics
- Hidden Markov Models42 topics
- Machine Learning42 topics
- Clustering31 topic
- Convolutional Neural Networks32 topics
- Gaussian Processes31 topic
- Mixture Models31 topic
- Nonlinear Estimation31 topic
- Particle Filters31 topic
- Sparse Regression31 topic
- Audio Signal Classification21 topic
- Audio-Visual Speech Recognition21 topic
- Music Information Retrieval21 topic
- Speech Enhancement21 topic
- Acoustic Modeling11 topic
- Cancer11 topic
- Deep Neural Networks11 topic
- Interactive Evolutionary Computation11 topic
- Long Noncoding RNAs11 topic
- Music Generation11 topic
Where does Manuel Davy work?
Manuel Davy's main affiliation in the publication record is Laboratoire d'Automatique, Génie Informatique et Signal, France.
How many publications and citations does Manuel Davy have?
Science Explorer counts 24 works and 146 citations for Manuel Davy, ranking #206,875 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.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.