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Company · Paris · France

DATA4 (France)

data4group.com/enROR OpenAlex
Research works
46
▲ 225% vs 2013–17
Citations
315
6.9 per fractional work
Top-10% rate
15.5%
record average 16.5%
Open access
66%
world 28%

Not ranked overall: DATA4 (France) is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.

Field profile

Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.

Agricultural and Biological Sciences: 0.11× its world share, 0 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.28× its world share, 0 worksBiochemistry, Geneti…Neuroscience: 1.28× its world share, 0 worksNeuroscienceComputer Science: 4.77× its world share, 9 worksComputer ScienceEarth and Planetary Sciences: 1.52× its world share, 1 worksEarth and Planetary …Engineering: 0.97× its world share, 4 worksEngineeringEnvironmental Science: 1.05× its world share, 1 worksEnvironmental ScienceMathematics: 0.10× its world share, 0 worksMathematicsPhysics and Astronomy: 0.11× its world share, 0 worksPhysics and AstronomyHealth Professions: 2.27× its world share, 2 worksHealth ProfessionsMedicine: 0.79× its world share, 4 worksMedicineArts and Humanities: 0.93× its world share, 1 worksArts and HumanitiesBusiness, Management and Accounting: 0.58× its world share, 0 worksBusiness, Management…Decision Sciences: 3.00× its world share, 1 worksDecision SciencesEconomics, Econometrics and Finance: 0.43× its world share, 0 worksEconomics, Econometr…Psychology: 0.84× its world share, 1 worksPsychologySocial Sciences: 0.34× its world share, 1 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 4.8×. Every wedge is a field page.

Which research topics does DATA4 (France) publish most on?

By volume in 2022–2025: Topic Modeling, Speech and dialogue systems, AI in Service Interactions and Radiomics and Machine Learning in Medical Imaging.

Topic Modeling1Topic Modeling: 1 fractional worksSpeech and dialogue syst…1Speech and dialogue systems: 1 fractional worksAI in Service Interactions1AI in Service Interactions: 1 fractional worksRadiomics and Machine Le…1Radiomics and Machine Learning in Medical Imaging: 1 fractional worksHealthcare Systems and Practices: 0 fractional worksGeochemistry and Geologic Mapping: 0 fractional worksAdvanced Data Storage Te…0Advanced Data Storage Technologies: 0 fractional worksFace recognition and ana…0Face recognition and analysis: 0 fractional worksFace and Expression Reco…0Face and Expression Recognition: 0 fractional worksSmart Parking Systems Re…0Smart Parking Systems Research: 0 fractional works
Artificial IntelligenceRadiology, Nuclear Medicine and ImagingGeneral Health ProfessionsComputer Networks and Communications2 others

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Topic Modeling Artificial Intelligence 1 works
  2. 2 Speech and dialogue systems Artificial Intelligence 1 works
  3. 3 AI in Service Interactions Artificial Intelligence 1 works
  4. 4 Radiomics and Machine Learning in Medical Imaging Radiology, Nuclear Medicine and Imaging 1 works
  5. 5 Healthcare Systems and Practices General Health Professions 0 works
  6. 6 Geochemistry and Geologic Mapping Artificial Intelligence 0 works
  7. 7 Advanced Data Storage Technologies Computer Networks and Communications 0 works
  8. 8 Face recognition and analysis Computer Vision and Pattern Recognition 0 works
  9. 9 Face and Expression Recognition Computer Vision and Pattern Recognition 0 works
  10. 10 Smart Parking Systems Research Building and Construction 0 works

How open and international is its research?

Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.

openly available66.4%not open33.6%

World: 28% of research is openly available.

with international co-authors43.1%domestic only56.9%

World: 19% is written across borders.

How has DATA4 (France)'s research output changed?

Output in 2018–2022 was 225% higher than in 2013–2017.

1990200020102020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.

Other research institutions in Paris

All research institutions in Paris

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.