African Institute for Mathematical Sciences
- Research works
- 73 ▲ 47% vs 2018-21
- Citations
- 971 13.4 per fractional work
- Top-10% rate
- 9.6% all institutions 10.0%
- Open access
- 60% world 40%
- International
- 68% world 18%
Not ranked overall: African Institute for Mathematical Sciences is under the volume floor below which a citation excellence rate is noise. Not ranked is not the same as ranked last.
Which fields of science does African Institute for Mathematical Sciences work in?
In 2022-now, 56% of research at African Institute for Mathematical Sciences is in Physical Sciences, 19% in Social Sciences. Its largest fields are Computer Science (18%), Medicine (13%), Engineering (10%). It does 1.4× the world's share of Physical Sciences.
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.
Its 4 domains and 22 fields, with their numbers
- Physical Sciences2156.4%
- Computer Science718.4%
- Engineering49.9%
- Mathematics39.3%
- Environmental Science37.5%
- Physics and Astronomy37.4%
- Earth and Planetary Sciences11.6%
- Chemistry01.1%
- Energy00.6%
- Chemical Engineering00.5%
- Materials Science00.3%
- Social Sciences718.9%
- Health Sciences615.2%
- Medicine512.6%
- Health Professions12.6%
- Life Sciences49.5%
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.
Rings at 0.5×, 1× and 2×. Widest outward: Mathematics, 7.9×. Every wedge is a field page.
All 22 fields, with their numbers
- Mathematics7.88×4 works
- Physics and Astronomy3.32×3 works
- Economics, Econometrics and Finance2.74×2 works
- Decision Sciences2.49×1 works
- Computer Science2.36×7 works
- Immunology and Microbiology1.51×1 works
- Environmental Science1.51×3 works
- Neuroscience1.36×1 works
- Chemical Engineering1.27×0 works
- Earth and Planetary Sciences1.04×1 works
- Health Professions1.01×1 works
- Agricultural and Biological Sciences0.87×2 works
- Business, Management and Accounting0.85×1 works
- Chemistry0.68×0 works
- Energy0.68×0 works
- Engineering0.66×4 works
- Medicine0.65×5 works
- Psychology0.48×0 works
- Social Sciences0.47×2 works
- Biochemistry, Genetics and Molecular Biology0.30×1 works
- Arts and Humanities0.15×0 works
- Materials Science0.09×0 works
- Mathematics 7.9×
- Physics and Astronomy 3.3×
- Economics, Econometrics and Finance 2.7×
- Decision Sciences 2.5×
- Computer Science 2.4×
- Immunology and Microbiology 1.5×
- Environmental Science 1.5×
- Neuroscience 1.4×
- Chemical Engineering 1.3×
- Earth and Planetary Sciences 1.0×
- Health Professions 1.0×
- Agricultural and Biological Sciences 0.9×
- Business, Management and Accounting 0.8×
- Chemistry 0.7×
- Energy 0.7×
- Engineering 0.7×
- Medicine 0.7×
- Psychology 0.5×
- Social Sciences 0.5×
- Biochemistry, Genetics and Molecular Biology 0.3×
- Arts and Humanities 0.1×
- Materials Science 0.1×
Who are the top researchers at African Institute for Mathematical Sciences?
Ranked on the quality score, Jean‐Daniel Djida lead among researchers whose main affiliation is African Institute for Mathematical Sciences.
- 1
Jean‐Daniel Djida
Cameroon · #2,013,456 worldwide 302 citations · 31 works
Which keywords describe research at African Institute for Mathematical Sciences?
By fractional works in 2022-now, weighted toward what it does more of than the world: Machine Learning, Deep Learning, Neural Networks, Feature Extraction, Classification, Medical Imaging, Predictive Modeling and Support Vector Machines.
- School Engagement
- Ocular Findings
- SMOTE
- Imbalanced Data
- Texture Analysis
- Nonlinear Equations
- ACE2 Receptor
- Renewable Energy
- Predictive Modeling
- Medical Imaging
- Classification
- Climate Change
- Deep Learning
- Machine Learning
- Neural Networks
- Feature Extraction
- COVID-19
- Epidemiology
- Support Vector Machines
- Healthcare
- Global Warming
- Precision Medicine
- Convolutional Neural Networks
- Quantitative Analysis
- Infectious Diseases
- Retinal Artery Occlusion
- Student-Teacher Relationships
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 27 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 27 words, with their numbers
- Machine Learning6▲ 4.9×26 topics
- Deep Learning6▲ 4.6×28 topics
- Neural Networks3▲ 5.2×11 topics
- Climate Change3▲ 2.6×13 topics
- Feature Extraction2▲ 14×8 topics
- Classification2▲ 13×6 topics
- COVID-192▲ 3.9×7 topics
- Medical Imaging2▲ 8.9×5 topics
- Epidemiology2◆ 1.09×12 topics
- Predictive Modeling2▲ 15×3 topics
- Support Vector Machines2▲ 13×4 topics
- Renewable Energy1▲ 2.6×7 topics
- Healthcare1▲ 3.0×4 topics
- ACE2 Receptor1▲ 14×2 topics
- Global Warming1▲ 7.3×4 topics
- Nonlinear Equations1▲ 25×5 topics
- Precision Medicine1▲ 6.3×3 topics
- Texture Analysis1▲ 14×2 topics
- Convolutional Neural Networks1▲ 3.9×6 topics
- Imbalanced Data1▲ 74×1 topic
- Quantitative Analysis1▲ 14×2 topics
- SMOTE1▲ 74×1 topic
- Infectious Diseases1▲ 8.2×5 topics
- Ocular Findings1▲ 100×1 topic
- Retinal Artery Occlusion1▲ 100×1 topic
- School Engagement1▲ 57×1 topic
- Student-Teacher Relationships1▲ 57×1 topic
Which research topics does African Institute for Mathematical Sciences publish most on?
By volume in 2022-now: Imbalanced Data Classification Techniques, Early Childhood Education and Development, Retinal and Optic Conditions and Artificial Intelligence in Healthcare.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Imbalanced Data Classification Techniques Artificial Intelligence 1 works
- 2 Early Childhood Education and Development Education 1 works
- 3 Retinal and Optic Conditions Ophthalmology 1 works
- 4 Artificial Intelligence in Healthcare Health Information Management 1 works
- 5 Stock Market Forecasting Methods Management Science and Operations Research 1 works
- 6 Radiomics and Machine Learning in Medical Imaging Radiology, Nuclear Medicine and Imaging 1 works
- 7 Energy Load and Power Forecasting Electrical and Electronic Engineering 1 works
- 8 Climate variability and models Global and Planetary Change 1 works
- 9 Mathematical functions and polynomials Applied Mathematics 1 works
- 10 Brain Tumor Detection and Classification Neurology 1 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.
World: 40% of research is openly available.
World: 18% is written across borders.
How has African Institute for Mathematical Sciences's research output changed?
Output in 2022-2025 was 47% higher than in 2018-2021.
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 African Institute for Mathematical Sciences as a percentage of every work published that year, 0.00026% in 2024.
Fractional works of African Institute for Mathematical Sciences over all fractional works that year. How the balance of science has shifted.
Other research institutions in Limbe
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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