Edwin V. Bonilla
Edwin V. Bonilla publishes mostly in Artificial Intelligence, Control and Systems Engineering and Hardware and Architecture, on topics such as Gaussian Processes and Bayesian Inference, Anomaly Detection Techniques and Applications and Bayesian Methods and Mixture Models.
- World rank
- #517,563 of 1,633,909 ranked researchers
- Rank in Australia
- #14,454 of 35,497
- Works
- 26
- Citations
- 113
- Citations per work
- 4.3
What does Edwin V. Bonilla research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence50% of their works
- 2Control and Systems Engineering11% of their works
- 3Hardware and Architecture8% of their works
- 4General Health Professions6% of their works
- 5Statistical and Nonlinear Physics3% of their works
- 6Management Science and Operations Research3% of their works
Research topics
- Gaussian Processes and Bayesian Inference
- Anomaly Detection Techniques and Applications
- Bayesian Methods and Mixture Models
- Parallel Computing and Optimization Techniques
- Fault Detection and Control Systems
- Control Systems and Identification
- Neural Networks and Applications
- Logic, programming, and type systems
Which keywords describe Edwin V. Bonilla's research?
The keywords of their largest research topics: Deep Learning, Bayesian Inference, Machine Learning, Gaussian Processes, Sparse Regression, Neural Networks, Anomaly Detection and Clustering.
- Static Analysis
- Formal Verification
- Unsupervised
- Process Monitoring
- Parameter Estimation
- Mixture Models
- Clustering
- Neural Networks
- Gaussian Processes
- Bayesian Inference
- Deep Learning
- Machine Learning
- Sparse Regression
- Anomaly Detection
- Fault Detection
- Parallel Computing
- Performance Optimization
- System Identification
- Backpropagation Learning
- Self-Organizing Maps
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 20 words, with their numbers
- Deep Learning103 topics
- Bayesian Inference92 topics
- Machine Learning92 topics
- Gaussian Processes71 topic
- Sparse Regression71 topic
- Neural Networks32 topics
- Anomaly Detection21 topic
- Clustering21 topic
- Fault Detection21 topic
- Mixture Models21 topic
- Parallel Computing21 topic
- Parameter Estimation21 topic
- Performance Optimization21 topic
- Process Monitoring21 topic
- System Identification21 topic
- Unsupervised21 topic
- Backpropagation Learning11 topic
- Formal Verification11 topic
- Self-Organizing Maps11 topic
- Static Analysis11 topic
Where does Edwin V. Bonilla work?
Edwin V. Bonilla's main affiliation in the publication record is Data61, Australia.
How many publications and citations does Edwin V. Bonilla have?
Science Explorer counts 26 works and 113 citations for Edwin V. Bonilla, ranking #517,563 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.