Genshiro Kitagawa
Genshiro Kitagawa publishes mostly in Artificial Intelligence, Control and Systems Engineering and Management Science and Operations Research, on topics such as Target Tracking and Data Fusion in Sensor Networks, Time Series Analysis and Forecasting and Fault Detection and Control Systems.
- World rank
- #322,107 of 1,633,909 ranked researchers
- Rank in Japan
- #10,159 of 114,622
- Works
- 50
- Citations
- 209
- Citations per work
- 4.2
What does Genshiro Kitagawa research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence24% of their works
- 2Control and Systems Engineering12% of their works
- 3Management Science and Operations Research9% of their works
- 4Signal Processing9% of their works
- 5Economics and Econometrics8% of their works
- 6Finance6% of their works
Research topics
- Target Tracking and Data Fusion in Sensor Networks
- Time Series Analysis and Forecasting
- Fault Detection and Control Systems
- Neural Networks and Applications
- Gaussian Processes and Bayesian Inference
- Statistical and numerical algorithms
- Forecasting Techniques and Applications
- Complex Systems and Time Series Analysis
Which keywords describe Genshiro Kitagawa's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Bayesian Inference, Time Series, Neural Networks, Nonlinear Estimation, Particle Filters and Clustering.
- Variational Inference
- Singular Spectrum Analysis
- Gaussian Processes
- Expert Judgment
- Self-Organizing Maps
- Process Monitoring
- Fault Detection
- Clustering
- Nonlinear Estimation
- Time Series
- Machine Learning
- Deep Learning
- Bayesian Inference
- Neural Networks
- Particle Filters
- Dynamic Time Warping
- Forecasting
- Backpropagation Learning
- Econophysics
- Exponential Smoothing
- Multifractal Analysis
- Total Least Squares
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
- Deep Learning143 topics
- Machine Learning123 topics
- Bayesian Inference102 topics
- Time Series92 topics
- Neural Networks82 topics
- Nonlinear Estimation71 topic
- Particle Filters71 topic
- Clustering61 topic
- Dynamic Time Warping61 topic
- Fault Detection61 topic
- Forecasting62 topics
- Process Monitoring61 topic
- Backpropagation Learning51 topic
- Self-Organizing Maps51 topic
- Econophysics31 topic
- Expert Judgment31 topic
- Exponential Smoothing31 topic
- Gaussian Processes31 topic
- Multifractal Analysis31 topic
- Singular Spectrum Analysis31 topic
- Total Least Squares31 topic
- Variational Inference31 topic
Where does Genshiro Kitagawa work?
Genshiro Kitagawa's main affiliation in the publication record is The Institute of Statistical Mathematics, Japan.
How many publications and citations does Genshiro Kitagawa have?
Science Explorer counts 50 works and 209 citations for Genshiro Kitagawa, ranking #322,107 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.