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Researcher · Ghent University · Belgium

Gilles Vandewiele

Gilles Vandewiele publishes mostly in Artificial Intelligence, Molecular Biology and Orthopedics and Sports Medicine, on topics such as Advanced Graph Neural Networks, Topic Modeling and Explainable Artificial Intelligence (XAI).

ORCID 0000-0001-9531-0623 OpenAlex
World rank
#1,588,322
of 7,710,434 ranked researchers
Rank in Belgium
#14,619
of 67,186
Works
48
Citations
1.1k
Citations per work
22.6
h-index
16
i10-index 20Top 20% in Artificial Intelligence
Gilles Vandewiele

What does Gilles Vandewiele research?

Gilles Vandewiele's work is mostly in Computer Science (34%), Medicine (10%), Biochemistry, Genetics and Molecular Biology (8%).

Everything else: 23 works · 48.5% of their workPhysical Sciences: 16 works · 33.8% of their workComputer Science: 16 works · 33.8% of their workArtificial Intelligence: 13 works · 27.2% of their workInformation Systems: 2 works · 3.7% of their workSignal Processing: 1 works · 2.9% of their workHealth Sciences: 5 works · 9.6% of their workMedicine: 5 works · 9.6% of their workOrthopedics and Sports Medicine: 3 works · 5.9% of their workPulmonary and Respiratory Medicine: 2 works · 3.7% of their workLife Sciences: 4 works · 8.1% of their workBiochemistry, Genetics and Molecular Biology: 4 works · 8.1% of their workMolecular Biology: 4 works · 8.1% of their workTHEIR WORKGilles Vandewiele48works
Life Sciences8%Physical Sciences34%Health Sciences10%

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. Everything else2348.5%
    1. Computer Science1633.8%
    1. Medicine59.6%
    1. Biochemistry, Genetics and Molecular Biology48.1%
  1. 1Artificial Intelligence27% of their works
  2. 2Molecular Biology8% of their works
  3. 3Orthopedics and Sports Medicine6% of their works
  4. 4Pulmonary and Respiratory Medicine4% of their works
  5. 5Information Systems4% of their works
  6. 6Signal Processing3% of their works

Research topics

Which keywords describe Gilles Vandewiele's research?

The keywords of their largest research topics: Deep Learning, Graph Neural Networks, Knowledge Graph Embedding, Neural Networks, Word Representation, Interpretable Models, Machine Learning Interpretability and Performance Analysis.

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 Learning173 topics
  2. Graph Neural Networks91 topic
  3. Knowledge Graph Embedding91 topic
  4. Neural Networks71 topic
  5. Word Representation71 topic
  6. Interpretable Models51 topic
  7. Machine Learning Interpretability51 topic
  8. Performance Analysis51 topic
  9. Training Load51 topic
  10. Bronchopulmonary Dysplasia41 topic
  11. Clustering41 topic
  12. Electronic Health Records41 topic
  13. Healthcare41 topic
  14. Preterm Infants41 topic
  15. Time Series41 topic
  16. Ribosome31 topic
  17. Translation31 topic

Where does Gilles Vandewiele work?

Gilles Vandewiele's main affiliation in the publication record is Ghent University, Belgium.

How many publications and citations does Gilles Vandewiele have?

OpenAlex counts 48 works and 1,084 citations for Gilles Vandewiele, an h-index of 16, ranking #1,588,322 of 7,710,434 researchers worldwide on the quality 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 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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