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Moncef Garouani

Moncef Garouani publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems, on topics such as Anomaly Detection Techniques and Applications, Domain Adaptation and Few-Shot Learning and Generative Adversarial Networks and Image Synthesis.

World rank
#1,625,450
of 1,633,909 ranked researchers
Rank in France
#95,575
of 96,116
Works
16
Citations
7
Citations per work
0.4

What does Moncef Garouani research?

Artificial Intelligence: 54.5%Computer Vision and Pattern Recognition: 13.6%Information Systems: 9.1%Radiology, Nuclear Medicine and Imaging: 9.1%other fields: 13.7%55%top field
Artificial Intelligence54.5%Computer Vision and Pattern Recognition13.6%Information Systems9.1%Radiology, Nuclear Medicine and Imaging9.1%other fields13.7%

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

  1. 1Artificial Intelligence55% of their works
  2. 2Computer Vision and Pattern Recognition14% of their works
  3. 3Information Systems9% of their works
  4. 4Radiology, Nuclear Medicine and Imaging9% of their works
  5. 5Computer Networks and Communications4% of their works
  6. 6Signal Processing4% of their works

Research topics

Which keywords describe Moncef Garouani's research?

The keywords of their largest research topics: Deep Learning, Neural Networks, Transfer Learning, Unsupervised Learning, Anomaly Detection, COVID-19, Domain Adaptation and Few-Shot Learning.

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 21 words, with their numbers
  1. Deep Learning85 topics
  2. Neural Networks64 topics
  3. Transfer Learning42 topics
  4. Unsupervised Learning42 topics
  5. Anomaly Detection21 topic
  6. COVID-1921 topic
  7. Domain Adaptation21 topic
  8. Few-Shot Learning21 topic
  9. Generative Adversarial Networks21 topic
  10. Image Synthesis21 topic
  11. Machine Learning22 topics
  12. Medical Imaging21 topic
  13. Unsupervised21 topic
  14. Adversarial Examples11 topic
  15. Machine Translation11 topic
  16. Neural Machine Translation11 topic
  17. Opinion Mining11 topic
  18. Robustness11 topic
  19. Sentiment Analysis11 topic
  20. Statistical Machine Translation11 topic
  21. Word Representation11 topic

Where does Moncef Garouani work?

Moncef Garouani's main affiliation in the publication record is Institut de Recherche en Informatique de Toulouse, France.

How many publications and citations does Moncef Garouani have?

Science Explorer counts 16 works and 7 citations for Moncef Garouani, ranking #1,625,450 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.