Sumio Watanabe
Sumio Watanabe publishes mostly in Artificial Intelligence, Statistics and Probability and Computer Vision and Pattern Recognition, on topics such as Neural Networks and Applications, Bayesian Methods and Mixture Models and Machine Learning and Algorithms.
- World rank
- #56,656 of 1,633,909 ranked researchers
- Rank in Japan
- #947 of 114,622
- Works
- 60
- Citations
- 519
- Citations per work
- 8.7
What does Sumio Watanabe 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
- 2Statistics and Probability10% of their works
- 3Computer Vision and Pattern Recognition6% of their works
- 4Signal Processing5% of their works
- 5Control and Systems Engineering5% of their works
- 6Electrical and Electronic Engineering4% of their works
Research topics
Which keywords describe Sumio Watanabe's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Self-Organizing Maps, Bayesian Inference, Clustering, Mixture Models, Sparse Representation and Active Learning.
- Bayesian Networks
- Skew Distributions
- Independent Component Analysis
- Generalized Exponential
- Dimensionality Reduction
- Active Learning
- Mixture Models
- Bayesian Inference
- Neural Networks
- Deep Learning
- Self-Organizing Maps
- Clustering
- Sparse Representation
- Blind Separation
- Face Recognition
- Healthcare Improvement
- Machine Learning
- Statistical Process Control
- Causal Inference
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
- Deep Learning152 topics
- Neural Networks121 topic
- Self-Organizing Maps121 topic
- Bayesian Inference112 topics
- Clustering81 topic
- Mixture Models81 topic
- Sparse Representation62 topics
- Active Learning31 topic
- Blind Separation31 topic
- Dimensionality Reduction31 topic
- Face Recognition31 topic
- Generalized Exponential31 topic
- Healthcare Improvement31 topic
- Independent Component Analysis31 topic
- Machine Learning31 topic
- Skew Distributions31 topic
- Statistical Process Control31 topic
- Bayesian Networks21 topic
- Causal Inference21 topic
Where does Sumio Watanabe work?
Sumio Watanabe's main affiliation in the publication record is Tokyo Institute of Technology, Japan.
How many publications and citations does Sumio Watanabe have?
Science Explorer counts 60 works and 519 citations for Sumio Watanabe, ranking #56,656 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.
Other researchers named Sumio Watanabe
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