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Researcher · Laboratoire d’Informatique et Systèmes · France

Guillaume Graton

Guillaume Graton publishes mostly in Control and Systems Engineering, Artificial Intelligence and Industrial and Manufacturing Engineering, on topics such as Fault Detection and Control Systems, Anomaly Detection Techniques and Applications and Industrial Vision Systems and Defect Detection.

ORCID 0000-0002-7864-9040 OpenAlex
World rank
#1,275,394
of 1,633,909 ranked researchers
Rank in France
#77,852
of 96,116
Works
28
Citations
20
Citations per work
0.7

What does Guillaume Graton research?

Control and Systems Engineering: 33.3%Artificial Intelligence: 16.7%Industrial and Manufacturing Engineering: 16.7%Mechanical Engineering: 6.7%other fields: 26.6%33%top field
Control and Systems Engineering33.3%Artificial Intelligence16.7%Industrial and Manufacturing Engineering16.7%Mechanical Engineering6.7%other fields26.6%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Control and Systems Engineering33% of their works
  2. 2Artificial Intelligence17% of their works
  3. 3Industrial and Manufacturing Engineering17% of their works
  4. 4Mechanical Engineering7% of their works
  5. 5Statistics, Probability and Uncertainty7% of their works
  6. 6Computational Theory and Mathematics3% of their works

Research topics

Which keywords describe Guillaume Graton's research?

The keywords of their largest research topics: Deep Learning, Fault Detection, Process Monitoring, Anomaly Detection, Fabric Defect Detection, Machine Vision, Unsupervised and Healthcare Improvement.

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 17 words, with their numbers
  1. Deep Learning82 topics
  2. Fault Detection71 topic
  3. Process Monitoring71 topic
  4. Anomaly Detection41 topic
  5. Fabric Defect Detection41 topic
  6. Machine Vision41 topic
  7. Unsupervised41 topic
  8. Healthcare Improvement21 topic
  9. Model Predictive Control21 topic
  10. Optimization21 topic
  11. Statistical Process Control21 topic
  12. Battery Management Systems11 topic
  13. Cellular Automata11 topic
  14. Computation11 topic
  15. Cryptography11 topic
  16. Error-Correcting Codes11 topic
  17. Lithium-ion Batteries11 topic

Where does Guillaume Graton work?

Guillaume Graton's main affiliation in the publication record is Laboratoire d’Informatique et Systèmes, France.

How many publications and citations does Guillaume Graton have?

Science Explorer counts 28 works and 20 citations for Guillaume Graton, ranking #1,275,394 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.