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Researcher · The Institute of Statistical Mathematics · Japan

Genshiro Kitagawa

Genshiro Kitagawa publishes mostly in Artificial Intelligence, Control and Systems Engineering and Statistics and Probability, on topics such as Fault Detection and Control Systems, Target Tracking and Data Fusion in Sensor Networks and Time Series Analysis and Forecasting.

OpenAlex
World rank
#575,682
of 7,710,434 ranked researchers
Rank in Japan
#6,216
of 383,136
Works
189
Citations
9.1k
Citations per work
48.2
h-index
32
i10-index 53Top 4% in Artificial Intelligence
Genshiro Kitagawa

What does Genshiro Kitagawa research?

Genshiro Kitagawa's work is mostly in Computer Science (29%), Engineering (14%), Mathematics (9%).

Physical Sciences: 98 works · 51.6% of their workComputer Science: 55 works · 28.9% of their workArtificial Intelligence: 43 works · 22.5% of their workSignal Processing: 12 works · 6.4% of their workEngineering: 27 works · 14.2% of their workControl and Systems Engineering: 27 works · 14.2% of their workMathematics: 16 works · 8.5% of their workStatistics and Probability: 16 works · 8.5% of their workEverything else: 69 works · 36.3% of their workSocial Sciences: 23 works · 12.1% of their workDecision Sciences: 14 works · 7.2% of their workManagement Science and Operations Research: 14 works · 7.2% of their workEconomics, Econometrics and Finance: 9 works · 4.9% of their workEconomics and Econometrics: 9 works · 4.9% of their workTHEIR WORKGenshiro Kitagawa189works
Physical Sciences52%Social Sciences12%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science5528.9%
    2. Engineering2714.2%
    3. Mathematics168.5%
  2. Everything else6936.3%
    1. Decision Sciences147.2%
    2. Economics, Econometrics and Finance94.9%
  1. 1Artificial Intelligence22% of their works
  2. 2Control and Systems Engineering14% of their works
  3. 3Statistics and Probability8% of their works
  4. 4Management Science and Operations Research7% of their works
  5. 5Signal Processing6% of their works
  6. 6Economics and Econometrics5% of their works

Research topics

Which keywords describe Genshiro Kitagawa's research?

The keywords of their largest research topics: Machine Learning, Deep Learning, Time Series, Fault Detection, Process Monitoring, Nonlinear Estimation, Particle Filters and 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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 20 words, with their numbers
  1. Machine Learning562 topics
  2. Deep Learning462 topics
  3. Time Series422 topics
  4. Fault Detection411 topic
  5. Process Monitoring411 topic
  6. Nonlinear Estimation371 topic
  7. Particle Filters371 topic
  8. Neural Networks342 topics
  9. Clustering271 topic
  10. Dynamic Time Warping271 topic
  11. Backpropagation Learning191 topic
  12. Self-Organizing Maps191 topic
  13. Econophysics181 topic
  14. Multicollinearity181 topic
  15. Multifractal Analysis181 topic
  16. Regression Analysis181 topic
  17. Exponential Smoothing151 topic
  18. Forecasting151 topic
  19. GARCH Models141 topic
  20. Volatility141 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?

OpenAlex counts 189 works and 9,105 citations for Genshiro Kitagawa, an h-index of 32, ranking #575,682 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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