Each strip is that field's whole ranked pool, with the notch where Xerox (France) sits in it, in the colour
of the band that rank falls in. The track under the rate is the rate itself: it carries no average mark, because the average
differs by field (from about 6% in Dentistry to 21% in Economics).
Which fields of science does Xerox (France) work in?
In 2022-now, 41% of research at Xerox (France) is in Physical Sciences, 26% in Social Sciences. Its largest fields are Medicine (19%), Engineering (19%), Social Sciences (16%).
Life Sciences10%Physical Sciences41%Health Sciences23%Social Sciences26%
Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in 2022-now. Every slice is a page; the interactive view zooms down to single topics and colours each by how much more of it this institution does than the world.
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.
more than its size predictsabout as predictedless
Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 1.8×. Every wedge is a field page.
All 26 fields, with their numbers
Computer Science1.80×28 works
Dentistry1.64×2 works
Veterinary1.52×0 works
Arts and Humanities1.34×8 works
Engineering1.25×38 works
Social Sciences1.25×32 works
Decision Sciences1.17×2 works
Pharmacology, Toxicology and Pharmaceutics1.09×1 works
Physics and Astronomy1.08×5 works
Medicine0.98×38 works
Health Professions0.97×5 works
Economics, Econometrics and Finance0.96×4 works
Agricultural and Biological Sciences0.89×8 works
Biochemistry, Genetics and Molecular Biology0.81×9 works
What are the most cited papers from Xerox (France)?
The most cited paper from Xerox (France) is "Improving the Fisher Kernel for Large-Scale Image Classification" (Florent Perronnin, Jorge Sánchez, Thomas Mensink, 2010), with 2,636 citations. Next come "Awareness and coordination in shared workspaces" (2,513) and "A Probabilistic Interpretation of Precision, Recall and F-Score, with Implication for Evaluation" (2,200).
Which keywords describe research at Xerox (France)?
By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Pedagogy, Tourism Development, Digital Education, Language Teaching, Student Competencies, Teaching Methods and Machine Learning.
▲ more of its work than of the world's◆ about the world's share▼ less than the world's
Size is fractional works in 2022-now in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 40 words, with their numbers
Deep Learning14▲ 2.1×47 topics
Machine Learning11▲ 1.62×40 topics
Sustainability8▲ 1.64×29 topics
Neural Networks7▲ 2.2×23 topics
Pedagogy7▲ 6.6×6 topics
Epidemiology6▼ 0.80×40 topics
Globalization6▲ 1.60×15 topics
Tourism Development6▲ 22×2 topics
Digital Education6▲ 19×2 topics
Language Teaching6▲ 10×2 topics
Student Competencies6▲ 42×1 topic
Teaching Methods6▲ 17×1 topic
Education4▲ 1.24×22 topics
Energy Efficiency4▲ 2.1×7 topics
Artificial Intelligence4▲ 1.35×17 topics
Entrepreneurship4▲ 4.7×3 topics
Economic Development4▲ 2.2×5 topics
Feature Extraction4▲ 3.8×8 topics
Treatment4▲ 1.42×19 topics
Healthcare3▲ 1.48×13 topics
Migration3▲ 4.9×8 topics
Diagnosis3▲ 1.74×16 topics
Industrial Enterprises3▲ 46×1 topic
Innovation Economics3▲ 46×1 topic
Identity3▲ 2.1×14 topics
Wireless Sensor Networks3▲ 3.5×6 topics
Security3▲ 2.0×9 topics
Chronic Kidney Disease3▲ 5.1×7 topics
Gender3▲ 2.4×10 topics
Medical Imaging3▲ 2.4×6 topics
Community Development2▲ 6.5×6 topics
Optimization2▲ 2.6×8 topics
Channel Estimation2▲ 13×4 topics
Particle Swarm Optimization2▲ 9.6×3 topics
Sensor Networks2▲ 4.5×3 topics
Massive MIMO2▲ 13×2 topics
Postcolonialism2▲ 6.5×4 topics
Genetic Algorithms2▲ 5.8×3 topics
Biopolitics1▲ 9.3×2 topics
Crisis Management1▲ 13×2 topics
Which research topics does Xerox (France) publish most on?
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.
32%68%
openly available32.2%not open67.8%
World: 40% of research is openly available.
45%55%
with international co-authors45.0%domestic only55.0%
World: 18% is written across borders.
How has Xerox (France)'s research output changed?
Output in 2022-2025 was 95% higher than in 2018-2021.
grewheldshrank
The same series as a ribbon: one cell per year, darker for more. The line above answers how much; this answers when.
Its share of all research
Growing output can still be a shrinking share: all of science grows. This is Xerox (France) as a percentage of every work published that year, 0.00058% in 2024.
Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners have tabs of their own, above.
Discussion
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