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City · Switzerland

Research in Martigny-Combe

Science Explorer records 2 research institutions in Martigny-Combe, Switzerland. The highest-ranked on research quality in 2022-now are Idiap Research Institute.

Research institutions
2
1 of them ranked worldwide
Research works
1.7k
◆ 2% vs 2018-21
Citations
44k
25.3 per fractional work, all time
Top-10% rate, 2022-now
17.7%
all institutions 10.0%
Active span
1967-2026
60 years on the record
Martigny-Combe

A city carries no overall standing here. The quality score is built for institutions and countries, the units its floors and field normalisation were designed around. An empty rank on this page is a statement about the measure, not about the place.

Which research institutions are in Martigny-Combe?

#InstitutionWorksAgainst the largest hereWorld rank
1Idiap Research InstituteResearch facility 1,728 #5,342
2Prevention Alzheimer International FoundationNonprofit 9 not ranked

By fractional works over the whole record; world rank on research quality in 2022-now. Bars are scaled to the largest institution in this city, not to anything off the page.

Which fields of science does Martigny-Combe work in?

In 2022-now, 66% of research in Martigny-Combe is in Physical Sciences, 22% in Social Sciences. Its largest fields are Computer Science (49%), Social Sciences (14%), Engineering (13%). It does 1.7× the world's share of Physical Sciences.

Physical Sciences: 201 fractional works · 65.9% of its workComputer Science: 149 fractional works · 48.8% of its workArtificial Intelligence: 57 fractional works · 18.8% of its workComputer Vision and Pattern Recognition: 52 fractional works · 17.1% of its workSignal Processing: 21 fractional works · 7.0% of its workHuman-Computer Interaction: 7 fractional works · 2.2% of its workInformation Systems: 5 fractional works · 1.7% of its workComputational Theory and Mathematics: 2 fractional works · 0.7% of its workComputer Science Applications: 1 fractional works · 0.4% of its workSoftware: 1 fractional works · 0.3% of its workComputer Networks and Communications: 1 fractional works · 0.2% of its workEngineering: 39 fractional works · 12.7% of its workControl and Systems Engineering: 13 fractional works · 4.3% of its workBiomedical Engineering: 6 fractional works · 1.9% of its workElectrical and Electronic Engineering: 5 fractional works · 1.8% of its workBuilding and Construction: 5 fractional works · 1.5% of its workComputational Mechanics: 2 fractional works · 0.7% of its workMechanical Engineering: 2 fractional works · 0.6% of its workAerospace Engineering: 1 fractional works · 0.4% of its workIndustrial and Manufacturing Engineering: 1 fractional works · 0.4% of its workAutomotive Engineering: 1 fractional works · 0.3% of its workMedia Technology: 1 fractional works · 0.3% of its workSafety, Risk, Reliability and Quality: 1 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.2% of its workEnvironmental Science: 5 fractional works · 1.6% of its workManagement, Monitoring, Policy and Law: 2 fractional works · 0.5% of its workEnvironmental Engineering: 1 fractional works · 0.5% of its workEcology: 1 fractional works · 0.4% of its workSmaller subfields together: 1 fractional works · 0.2% of its workPhysics and Astronomy: 4 fractional works · 1.2% of its workStatistical and Nonlinear Physics: 2 fractional works · 0.7% of its workAtomic and Molecular Physics, and Optics: 1 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.3% of its workMathematics: 3 fractional works · 0.8% of its workApplied Mathematics: 2 fractional works · 0.5% of its workSmaller subfields together: 1 fractional works · 0.4% of its workEnergy: 1 fractional works · 0.4% of its workRenewable Energy, Sustainability and the Environment: 1 fractional works · 0.4% of its workChemistry: 1 fractional works · 0.2% of its workEarth and Planetary Sciences: 0 fractional works · 0.2% of its workMaterials Science: 0 fractional works · 0.1% of its workSocial Sciences: 68 fractional works · 22.2% of its workSocial Sciences: 43 fractional works · 14.0% of its workLaw: 14 fractional works · 4.6% of its workSociology and Political Science: 11 fractional works · 3.7% of its workEducation: 5 fractional works · 1.7% of its workPolitical Science and International Relations: 3 fractional works · 1.0% of its workCommunication: 3 fractional works · 0.9% of its workSafety Research: 1 fractional works · 0.4% of its workTransportation: 1 fractional works · 0.3% of its workGeneral Social Sciences: 1 fractional works · 0.2% of its workDemography: 1 fractional works · 0.2% of its workDevelopment: 1 fractional works · 0.2% of its workUrban Studies: 1 fractional works · 0.2% of its workCultural Studies: 1 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.3% of its workPsychology: 12 fractional works · 3.8% of its workExperimental and Cognitive Psychology: 5 fractional works · 1.6% of its workSocial Psychology: 4 fractional works · 1.2% of its workClinical Psychology: 1 fractional works · 0.4% of its workDevelopmental and Educational Psychology: 1 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.2% of its workDecision Sciences: 6 fractional works · 1.8% of its workInformation Systems and Management: 4 fractional works · 1.2% of its workManagement Science and Operations Research: 1 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.1% of its workBusiness, Management and Accounting: 4 fractional works · 1.3% of its workStrategy and Management: 2 fractional works · 0.6% of its workManagement of Technology and Innovation: 2 fractional works · 0.5% of its workSmaller subfields together: 1 fractional works · 0.2% of its workEconomics, Econometrics and Finance: 2 fractional works · 0.8% of its workEconomics and Econometrics: 2 fractional works · 0.6% of its workSmaller subfields together: 1 fractional works · 0.2% of its workArts and Humanities: 2 fractional works · 0.6% of its workLanguage and Linguistics: 1 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.4% of its workHealth Sciences: 20 fractional works · 6.7% of its workMedicine: 17 fractional works · 5.5% of its workRadiology, Nuclear Medicine and Imaging: 3 fractional works · 1.0% of its workPhysiology: 3 fractional works · 0.9% of its workNeurology: 3 fractional works · 0.9% of its workSurgery: 1 fractional works · 0.4% of its workEpidemiology: 1 fractional works · 0.3% of its workHealth Informatics: 1 fractional works · 0.3% of its workOncology: 1 fractional works · 0.3% of its workOphthalmology: 1 fractional works · 0.3% of its workDermatology: 1 fractional works · 0.2% of its workSmaller subfields together: 3 fractional works · 1.0% of its workHealth Professions: 3 fractional works · 1.0% of its workGeneral Health Professions: 3 fractional works · 0.9% of its workSmaller subfields together: 1 fractional works · 0.2% of its workNursing: 0 fractional works · 0.1% of its workDentistry: 0 fractional works · 0.1% of its workLife Sciences: 16 fractional works · 5.1% of its workBiochemistry, Genetics and Molecular Biology: 8 fractional works · 2.5% of its workMolecular Biology: 5 fractional works · 1.6% of its workDevelopmental Biology: 2 fractional works · 0.5% of its workSmaller subfields together: 1 fractional works · 0.4% of its workNeuroscience: 5 fractional works · 1.6% of its workCognitive Neuroscience: 4 fractional works · 1.4% of its workSmaller subfields together: 1 fractional works · 0.2% of its workAgricultural and Biological Sciences: 2 fractional works · 0.8% of its workPlant Science: 2 fractional works · 0.5% of its workForestry: 1 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.0% of its workImmunology and Microbiology: 0 fractional works · 0.1% of its workPharmacology, Toxicology and Pharmaceutics: 0 fractional works · 0.1% of its workALL ITS WORKMartigny-Combe305fractional works, 2022-now
Life Sciences5%Physical Sciences66%Health Sciences7%Social Sciences22%

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 city does than the world.

Its 4 domains and 24 fields, with their numbers
    1. Computer Science14948.8%
    2. Engineering3912.7%
    3. Environmental Science51.6%
    4. Physics and Astronomy41.2%
    5. Mathematics30.8%
    6. Energy10.4%
    7. Chemistry10.2%
    8. Earth and Planetary Sciences00.2%
    9. Materials Science00.1%
    1. Social Sciences4314.0%
    2. Psychology123.8%
    3. Decision Sciences61.8%
    4. Business, Management and Accounting41.3%
    5. Economics, Econometrics and Finance20.8%
    6. Arts and Humanities20.6%
    1. Medicine175.5%
    2. Health Professions31.0%
    3. Nursing00.1%
    4. Dentistry00.1%
    1. Biochemistry, Genetics and Molecular Biology82.5%
    2. Neuroscience51.6%
    3. Agricultural and Biological Sciences20.8%
    4. Immunology and Microbiology00.1%
    5. Pharmacology, Toxicology and Pharmaceutics00.1%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What is Martigny-Combe strongest at in research?

Relative to its size, research in Martigny-Combe is most concentrated in Computer Vision and Pattern Recognition, Artificial Intelligence and Computer Science (14.7× the world share in Computer Vision and Pattern Recognition).

  1. Computer Vision and Pattern RecognitionSubfield · 50.0 works15×
  2. Artificial IntelligenceSubfield · 52.8 works8.1×
  3. Computer ScienceField · 138.7 works6.6×
← less than its size predicts1×more →

Location quotient against the world baseline. Inside a single field a city is a meaningful unit, which is why this is where a city is measured at all.

The whole field profile

All 25 fields at once: above the ring is more than a place this size would be expected to do. A specialist and a generalist produce the same ranked list and a completely different shape.

Agricultural and Biological Sciences: 0.19× its world share, 2 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.49× its world share, 7 worksBiochemistry, Geneti…Immunology and Microbiology: 0.17× its world share, 0 worksImmunology and Micro…Neuroscience: 0.98× its world share, 4 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.26× its world share, 0 worksPharmacology, Toxico…Chemistry: 0.15× its world share, 1 worksChemistryComputer Science: 6.58× its world share, 139 worksComputer ScienceEarth and Planetary Sciences: 0.08× its world share, 0 worksEarth and Planetary …Energy: 0.41× its world share, 1 worksEnergyEngineering: 0.85× its world share, 35 worksEngineeringEnvironmental Science: 0.34× its world share, 4 worksEnvironmental ScienceMaterials Science: 0.02× its world share, 0 worksMaterials ScienceMathematics: 0.65× its world share, 2 worksMathematicsPhysics and Astronomy: 0.51× its world share, 3 worksPhysics and AstronomyDentistry: 0.13× its world share, 0 worksDentistryHealth Professions: 0.43× its world share, 3 worksHealth ProfessionsMedicine: 0.28× its world share, 15 worksMedicineNursing: 0.31× its world share, 0 worksNursingArts and Humanities: 0.12× its world share, 1 worksArts and HumanitiesBusiness, Management and Accounting: 0.25× its world share, 2 worksBusiness, Management…Decision Sciences: 1.95× its world share, 5 worksDecision SciencesEconomics, Econometrics and Finance: 0.36× its world share, 2 worksEconomics, Econometr…Psychology: 1.18× its world share, 10 worksPsychologySocial Sciences: 0.95× its world share, 33 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 6.6×. Every wedge is a field page.

All 24 fields, with their numbers
  1. Computer Science6.58×139 works
  2. Decision Sciences1.95×5 works
  3. Psychology1.18×10 works
  4. Neuroscience0.98×4 works
  5. Social Sciences0.95×33 works
  6. Engineering0.85×35 works
  7. Mathematics0.65×2 works
  8. Physics and Astronomy0.51×3 works
  9. Biochemistry, Genetics and Molecular Biology0.49×7 works
  10. Health Professions0.43×3 works
  11. Energy0.41×1 works
  12. Economics, Econometrics and Finance0.36×2 works
  13. Environmental Science0.34×4 works
  14. Nursing0.31×0 works
  15. Medicine0.28×15 works
  16. Pharmacology, Toxicology and Pharmaceutics0.26×0 works
  17. Business, Management and Accounting0.25×2 works
  18. Agricultural and Biological Sciences0.19×2 works
  19. Immunology and Microbiology0.17×0 works
  20. Chemistry0.15×1 works
  21. Dentistry0.13×0 works
  22. Arts and Humanities0.12×1 works
  23. Earth and Planetary Sciences0.08×0 works
  24. Materials Science0.02×0 works

Which keywords describe research in Martigny-Combe?

By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Neural Networks, Convolutional Neural Networks, Face Recognition, Pose Estimation, Age Estimation, Facial Landmark Detection and Security.

▲ 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 city'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
  1. Deep Learning88▲ 8.4×57 topics
  2. Neural Networks44▲ 9.3×21 topics
  3. Convolutional Neural Networks39▲ 18×9 topics
  4. Face Recognition30▲ 86×2 topics
  5. Machine Learning23▲ 2.2×44 topics
  6. Pose Estimation22▲ 63×2 topics
  7. Age Estimation21▲ 101×1 topic
  8. Facial Landmark Detection21▲ 158×1 topic
  9. Security18▲ 8.5×5 topics
  10. Feature Extraction17▲ 12×7 topics
  11. Human Rights14▲ 4.7×8 topics
  12. Legal Theory14▲ 69×3 topics
  13. Authentication14▲ 31×3 topics
  14. Legal Philosophy14▲ 72×2 topics
  15. Social Justice14▲ 7.4×5 topics
  16. Environmental Law13▲ 20×3 topics
  17. Constitutional Law13▲ 31×2 topics
  18. Civil Rights12▲ 61×1 topic
  19. Judicial Activism12▲ 92×1 topic
  20. Deep Neural Networks12▲ 33×3 topics
  21. Acoustic Modeling11▲ 92×1 topic
  22. Speaker Verification11▲ 92×1 topic
  23. Topic Modeling10▲ 22×2 topics
  24. Information Retrieval10▲ 15×3 topics
  25. Support Vector Machines10▲ 10×3 topics
  26. Biometric Recognition10▲ 141×1 topic
  27. Fingerprint10▲ 141×1 topic
  28. Privacy10▲ 11×2 topics
  29. Sparse Representation10▲ 17×4 topics
  30. Text Classification10▲ 20×2 topics
  31. Machine Translation10▲ 19×2 topics
  32. Semantic Similarity10▲ 26×1 topic
  33. Word Representation10▲ 26×1 topic
  34. Local Binary Patterns10▲ 48×2 topics
  35. Feature Selection9▲ 14×2 topics
  36. Dimensionality Reduction9▲ 41×2 topics
  37. Ensemble Methods9▲ 38×2 topics
  38. Corpus Linguistics9▲ 13×4 topics
  39. Non-negative Matrix Factorization9▲ 75×1 topic
  40. Spectral Clustering9▲ 75×1 topic

What research is done in Martigny-Combe?

Face recognition and ana…20Face recognition and analysis: 20 fractional worksBrazilian Legal Issues: 10 fractional worksBiometric Identification and Security: 9 fractional worksSpeech Recognition and Synthesis: 9 fractional worksTopic Modeling9Topic Modeling: 9 fractional worksNatural Language Processing Techniques: 8 fractional worksFace and Expression Reco…8Face and Expression Recognition: 8 fractional worksRobot Manipulation and Learning: 7 fractional worksSpeech and Audio Processing: 6 fractional worksGenerative Adversarial Networks and Image Synthesis: 5 fractional works
Computer Vision and Pattern RecognitionLawSignal ProcessingArtificial Intelligence1 others

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

  1. 1 Face recognition and analysis Computer Vision and Pattern Recognition 20 works
  2. 2 Brazilian Legal Issues Law 10 works
  3. 3 Biometric Identification and Security Signal Processing 9 works
  4. 4 Speech Recognition and Synthesis Artificial Intelligence 9 works
  5. 5 Topic Modeling Artificial Intelligence 9 works
  6. 6 Natural Language Processing Techniques Artificial Intelligence 8 works
  7. 7 Face and Expression Recognition Computer Vision and Pattern Recognition 8 works
  8. 8 Robot Manipulation and Learning Control and Systems Engineering 7 works
  9. 9 Speech and Audio Processing Signal Processing 6 works
  10. 10 Generative Adversarial Networks and Image Synthesis Computer Vision and Pattern Recognition 5 works

Research output over time

still counting1990200020102020
grewheldshrank

The same series as a ribbon: one cell per year, darker for more.

How much of it reaches the world top 10%

Year by year, against all institutions in the same year.

still counting20%40%60%Martigny-Combe17.8% in 2025all institutions10.0% in 202520102020

Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 45.1% in 2015.

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