Alan S. Willsky
Alan S. Willsky publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Control and Systems Engineering, on topics such as Target Tracking and Data Fusion in Sensor Networks, Bayesian Modeling and Causal Inference and Image and Signal Denoising Methods.
- World rank
- #8,553 of 1,633,909 ranked researchers
- Rank in United States
- #4,113 of 358,040
- Works
- 164
- Citations
- 2.8k
- Citations per work
- 16.8
What does Alan S. Willsky research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence25% of their works
- 2Computer Vision and Pattern Recognition12% of their works
- 3Control and Systems Engineering10% of their works
- 4Computer Networks and Communications10% of their works
- 5Computational Theory and Mathematics6% of their works
- 6Statistics and Probability5% of their works
Research topics
- Target Tracking and Data Fusion in Sensor Networks
- Bayesian Modeling and Causal Inference
- Image and Signal Denoising Methods
- Control Systems and Identification
- Bayesian Methods and Mixture Models
- Distributed Sensor Networks and Detection Algorithms
- Statistical Methods and Inference
- Neural Networks and Applications
Which keywords describe Alan S. Willsky's research?
The keywords of their largest research topics: State Estimation, Bayesian Inference, Deep Learning, Model Selection, Nonlinear Estimation, Particle Filters, Bayesian Networks and Causal Inference.
- Self-Organizing Maps
- Wireless Sensor Networks
- Regularization
- Distributed Detection
- System Identification
- Sparse Representations
- Causal Inference
- Particle Filters
- Model Selection
- Bayesian Inference
- State Estimation
- Deep Learning
- Nonlinear Estimation
- Bayesian Networks
- Image Denoising
- Parameter Estimation
- Clustering
- Mixture Models
- Variable Selection
- Neural 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 20 words, with their numbers
- State Estimation242 topics
- Bayesian Inference232 topics
- Deep Learning192 topics
- Model Selection192 topics
- Nonlinear Estimation141 topic
- Particle Filters141 topic
- Bayesian Networks131 topic
- Causal Inference131 topic
- Image Denoising111 topic
- Sparse Representations111 topic
- Parameter Estimation101 topic
- System Identification101 topic
- Clustering91 topic
- Distributed Detection91 topic
- Mixture Models91 topic
- Regularization91 topic
- Variable Selection91 topic
- Wireless Sensor Networks91 topic
- Neural Networks81 topic
- Self-Organizing Maps81 topic
Where does Alan S. Willsky work?
Alan S. Willsky's main affiliation in the publication record is Massachusetts Institute of Technology, United States.
How many publications and citations does Alan S. Willsky have?
Science Explorer counts 164 works and 2,759 citations for Alan S. Willsky, ranking #8,553 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.