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Nonprofit · Limbe · Cameroon

African Institute for Mathematical Sciences

aims-cameroon.orgROR OpenAlex
Research works
73
▲ 123% vs 2013–17
Citations
971
13.4 per fractional work
Top-10% rate
18.5%
record average 16.5%
Open access
60%
world 28%

Not ranked overall: African Institute for Mathematical Sciences 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: 1.05× its world share, 2 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.17× its world share, 0 worksBiochemistry, Geneti…Immunology and Microbiology: 1.55× its world share, 0 worksImmunology and Micro…Neuroscience: 1.63× its world share, 1 worksNeuroscienceChemical Engineering: 1.53× its world share, 0 worksChemical EngineeringChemistry: 0.82× its world share, 0 worksChemistryComputer Science: 2.53× its world share, 6 worksComputer ScienceEarth and Planetary Sciences: 1.14× its world share, 1 worksEarth and Planetary …Energy: 0.82× its world share, 0 worksEnergyEngineering: 0.68× its world share, 3 worksEngineeringEnvironmental Science: 1.47× its world share, 2 worksEnvironmental ScienceMathematics: 6.15× its world share, 2 worksMathematicsPhysics and Astronomy: 2.47× its world share, 2 worksPhysics and AstronomyHealth Professions: 1.21× its world share, 1 worksHealth ProfessionsMedicine: 0.72× its world share, 4 worksMedicineArts and Humanities: 0.19× its world share, 0 worksArts and HumanitiesBusiness, Management and Accounting: 0.85× its world share, 1 worksBusiness, Management…Decision Sciences: 2.99× its world share, 1 worksDecision SciencesEconomics, Econometrics and Finance: 1.79× its world share, 1 worksEconomics, Econometr…Psychology: 0.46× its world share, 0 worksPsychologySocial Sciences: 0.57× its world share, 2 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Mathematics, 6.2×. Every wedge is a field page.

Which keywords describe research at African Institute for Mathematical Sciences?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Machine Learning, Deep Learning, Neural Networks, Classification, Feature Extraction, Medical Imaging, Predictive Modeling and Climate Change.

▲ more of its work than of the world’s◆ about the world’s share▼ less than the world’s

Size is fractional works in 2022–2025 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 26 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 26 words, with their numbers
  1. Machine Learning6▲ 5.7×25 topics
  2. Deep Learning6▲ 5.4×27 topics
  3. Neural Networks3▲ 6.1×10 topics
  4. Climate Change2▲ 3.0×12 topics
  5. Classification2▲ 16×6 topics
  6. Feature Extraction2▲ 15×7 topics
  7. COVID-192▲ 4.5×7 topics
  8. Medical Imaging2▲ 11×5 topics
  9. Predictive Modeling2▲ 19×3 topics
  10. Support Vector Machines2▲ 15×4 topics
  11. Epidemiology1◆ 1.06×9 topics
  12. Healthcare1▲ 3.7×4 topics
  13. ACE2 Receptor1▲ 16×2 topics
  14. Precision Medicine1▲ 8.0×3 topics
  15. Renewable Energy1▲ 2.7×6 topics
  16. Texture Analysis1▲ 16×2 topics
  17. Convolutional Neural Networks1▲ 4.7×6 topics
  18. Global Warming1▲ 8.8×4 topics
  19. Imbalanced Data1▲ 92×1 topic
  20. Quantitative Analysis1▲ 17×2 topics
  21. SMOTE1▲ 92×1 topic
  22. Infectious Diseases1▲ 10×5 topics
  23. Ocular Findings1▲ 114×1 topic
  24. Retinal Artery Occlusion1▲ 114×1 topic
  25. School Engagement1▲ 70×1 topic
  26. Student-Teacher Relationships1▲ 70×1 topic

Which research topics does African Institute for Mathematical Sciences publish most on?

By volume in 2022–2025: Imbalanced Data Classification Techniques, Retinal and Optic Conditions, Early Childhood Education and Development and Radiomics and Machine Learning in Medical Imaging.

Imbalanced Data Classifi…1Imbalanced Data Classification Techniques: 1 fractional worksRetinal and Optic Condit…1Retinal and Optic Conditions: 1 fractional worksEarly Childhood Education and Development: 1 fractional worksRadiomics and Machine Learning in Medical Imaging: 1 fractional worksArtificial Intelligence in Healthcare: 1 fractional worksStock Market Forecasting Methods: 1 fractional worksEnergy Load and Power Forecasting: 1 fractional worksBrain Tumor Detection an…1Brain Tumor Detection and Classification: 1 fractional worksClimate variability and models: 1 fractional worksFinancial Distress and Bankruptcy Prediction: 1 fractional works
Artificial IntelligenceOphthalmologyEducationRadiology, Nuclear Medicine and Imaging6 others

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

  1. 1 Imbalanced Data Classification Techniques Artificial Intelligence 1 works
  2. 2 Retinal and Optic Conditions Ophthalmology 1 works
  3. 3 Early Childhood Education and Development Education 1 works
  4. 4 Radiomics and Machine Learning in Medical Imaging Radiology, Nuclear Medicine and Imaging 1 works
  5. 5 Artificial Intelligence in Healthcare Health Information Management 1 works
  6. 6 Stock Market Forecasting Methods Management Science and Operations Research 1 works
  7. 7 Energy Load and Power Forecasting Electrical and Electronic Engineering 1 works
  8. 8 Brain Tumor Detection and Classification Neurology 1 works
  9. 9 Climate variability and models Global and Planetary Change 1 works
  10. 10 Financial Distress and Bankruptcy Prediction Accounting 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.

openly available60.4%not open39.6%

World: 28% of research is openly available.

with international co-authors68.1%domestic only31.9%

World: 19% is written across borders.

How has African Institute for Mathematical Sciences's research output changed?

Output in 2018–2022 was 123% higher than in 2013–2017.

2005201020152020
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 Limbe

All research institutions in Limbe

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.