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Research in Kanniyākumāri

Science Explorer records 2 research institutions in Kanniyākumāri, India. The highest-ranked on research quality in 2022-now are Noorul Islam University.

Research institutions
2
1 of them ranked worldwide
Research works
2.3k
▲ 61% vs 2018-21
Citations
17k
7.5 per fractional work, all time
Top-10% rate, 2022-now
10.7%
all institutions 10.0%
Active span
1951-2026
76 years on the record
Kanniyākumāri

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 Kanniyākumāri?

#InstitutionWorksAgainst the largest hereWorld rank
1Noorul Islam UniversityUniversity 2,186 #4,430
2Catherine Booth HospitalHospital / health system 114 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 Kanniyākumāri work in?

In 2022-now, 68% of research in Kanniyākumāri is in Physical Sciences, 13% in Health Sciences. Its largest fields are Computer Science (28%), Engineering (25%), Medicine (10%). It does 1.8× the world's share of Physical Sciences.

Physical Sciences: 674 fractional works · 68.5% of its workComputer Science: 275 fractional works · 27.9% of its workArtificial Intelligence: 72 fractional works · 7.3% of its workComputer Vision and Pattern Recognition: 69 fractional works · 7.0% of its workComputer Networks and Communications: 48 fractional works · 4.9% of its workInformation Systems: 46 fractional works · 4.7% of its workSignal Processing: 21 fractional works · 2.1% of its workComputational Theory and Mathematics: 7 fractional works · 0.7% of its workSoftware: 4 fractional works · 0.4% of its workHuman-Computer Interaction: 4 fractional works · 0.4% of its workComputer Science Applications: 3 fractional works · 0.3% of its workSmaller subfields together: 2 fractional works · 0.2% of its workEngineering: 244 fractional works · 24.7% of its workElectrical and Electronic Engineering: 67 fractional works · 6.8% of its workMechanical Engineering: 37 fractional works · 3.7% of its workBiomedical Engineering: 27 fractional works · 2.8% of its workCivil and Structural Engineering: 23 fractional works · 2.3% of its workAerospace Engineering: 20 fractional works · 2.0% of its workBuilding and Construction: 13 fractional works · 1.3% of its workMedia Technology: 12 fractional works · 1.2% of its workControl and Systems Engineering: 12 fractional works · 1.2% of its workIndustrial and Manufacturing Engineering: 9 fractional works · 0.9% of its workAutomotive Engineering: 8 fractional works · 0.8% of its workComputational Mechanics: 8 fractional works · 0.8% of its workMechanics of Materials: 5 fractional works · 0.5% of its workSafety, Risk, Reliability and Quality: 3 fractional works · 0.3% of its workMaterials Science: 78 fractional works · 8.0% of its workMaterials Chemistry: 39 fractional works · 4.0% of its workPolymers and Plastics: 17 fractional works · 1.8% of its workBiomaterials: 10 fractional works · 1.0% of its workElectronic, Optical and Magnetic Materials: 9 fractional works · 0.9% of its workSmaller subfields together: 4 fractional works · 0.4% of its workEnvironmental Science: 30 fractional works · 3.1% of its workWater Science and Technology: 9 fractional works · 0.9% of its workEnvironmental Engineering: 6 fractional works · 0.6% of its workIndustrial and Manufacturing Engineering: 3 fractional works · 0.3% of its workGlobal and Planetary Change: 3 fractional works · 0.3% of its workPollution: 3 fractional works · 0.3% of its workEcology: 3 fractional works · 0.3% of its workManagement, Monitoring, Policy and Law: 2 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 0.2% of its workEnergy: 17 fractional works · 1.8% of its workRenewable Energy, Sustainability and the Environment: 14 fractional works · 1.4% of its workEnergy Engineering and Power Technology: 3 fractional works · 0.4% of its workChemistry: 15 fractional works · 1.6% of its workInorganic Chemistry: 7 fractional works · 0.8% of its workOrganic Chemistry: 5 fractional works · 0.5% of its workAnalytical Chemistry: 2 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.1% of its workEarth and Planetary Sciences: 4 fractional works · 0.4% of its workAtmospheric Science: 2 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 0.2% of its workPhysics and Astronomy: 4 fractional works · 0.4% of its workMathematics: 3 fractional works · 0.3% of its workChemical Engineering: 3 fractional works · 0.3% of its workCatalysis: 2 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.1% of its workHealth Sciences: 126 fractional works · 12.8% of its workMedicine: 100 fractional works · 10.1% of its workRadiology, Nuclear Medicine and Imaging: 39 fractional works · 4.0% of its workCardiology and Cardiovascular Medicine: 11 fractional works · 1.1% of its workPulmonary and Respiratory Medicine: 8 fractional works · 0.8% of its workOncology: 7 fractional works · 0.7% of its workEpidemiology: 5 fractional works · 0.5% of its workOphthalmology: 5 fractional works · 0.5% of its workSurgery: 5 fractional works · 0.5% of its workComplementary and alternative medicine: 3 fractional works · 0.3% of its workPharmacology: 2 fractional works · 0.2% of its workNeurology: 2 fractional works · 0.2% of its workPediatrics, Perinatology and Child Health: 2 fractional works · 0.2% of its workSmaller subfields together: 11 fractional works · 1.1% of its workHealth Professions: 18 fractional works · 1.8% of its workHealth Information Management: 13 fractional works · 1.3% of its workGeneral Health Professions: 3 fractional works · 0.3% of its workSmaller subfields together: 2 fractional works · 0.2% of its workDentistry: 4 fractional works · 0.4% of its workNursing: 4 fractional works · 0.4% of its workNutrition and Dietetics: 3 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.1% of its workSocial Sciences: 114 fractional works · 11.6% of its workSocial Sciences: 34 fractional works · 3.5% of its workSociology and Political Science: 12 fractional works · 1.2% of its workEducation: 10 fractional works · 1.0% of its workPolitical Science and International Relations: 3 fractional works · 0.3% of its workTransportation: 3 fractional works · 0.3% of its workSafety Research: 2 fractional works · 0.2% of its workSmaller subfields together: 4 fractional works · 0.4% of its workBusiness, Management and Accounting: 30 fractional works · 3.1% of its workManagement Information Systems: 8 fractional works · 0.8% of its workStrategy and Management: 6 fractional works · 0.6% of its workOrganizational Behavior and Human Resource Management: 5 fractional works · 0.5% of its workMarketing: 5 fractional works · 0.5% of its workManagement of Technology and Innovation: 2 fractional works · 0.2% of its workBusiness and International Management: 2 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 0.2% of its workArts and Humanities: 18 fractional works · 1.8% of its workLiterature and Literary Theory: 7 fractional works · 0.7% of its workPhilosophy: 4 fractional works · 0.5% of its workVisual Arts and Performing Arts: 3 fractional works · 0.3% of its workLanguage and Linguistics: 2 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 0.2% of its workPsychology: 15 fractional works · 1.5% of its workSocial Psychology: 5 fractional works · 0.6% of its workDevelopmental and Educational Psychology: 5 fractional works · 0.5% of its workExperimental and Cognitive Psychology: 4 fractional works · 0.4% of its workSmaller subfields together: 1 fractional works · 0.1% of its workDecision Sciences: 10 fractional works · 1.0% of its workManagement Science and Operations Research: 8 fractional works · 0.8% of its workSmaller subfields together: 2 fractional works · 0.2% of its workEconomics, Econometrics and Finance: 7 fractional works · 0.7% of its workEconomics and Econometrics: 7 fractional works · 0.7% of its workLife Sciences: 70 fractional works · 7.1% of its workNeuroscience: 31 fractional works · 3.1% of its workNeurology: 21 fractional works · 2.1% of its workCognitive Neuroscience: 9 fractional works · 0.9% of its workSmaller subfields together: 1 fractional works · 0.1% of its workAgricultural and Biological Sciences: 23 fractional works · 2.4% of its workPlant Science: 17 fractional works · 1.7% of its workFood Science: 2 fractional works · 0.2% of its workSmaller subfields together: 5 fractional works · 0.5% of its workBiochemistry, Genetics and Molecular Biology: 14 fractional works · 1.4% of its workMolecular Biology: 6 fractional works · 0.6% of its workBiophysics: 3 fractional works · 0.3% of its workSmaller subfields together: 5 fractional works · 0.5% of its workImmunology and Microbiology: 1 fractional works · 0.1% of its workPharmacology, Toxicology and Pharmaceutics: 1 fractional works · 0.1% of its workALL ITS WORKKanniyākumāri985fractional works, 2022-now
Life Sciences7%Physical Sciences68%Health Sciences13%Social Sciences12%

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 25 fields, with their numbers
    1. Computer Science27527.9%
    2. Engineering24424.7%
    3. Materials Science788.0%
    4. Environmental Science303.1%
    5. Energy171.8%
    6. Chemistry151.6%
    7. Earth and Planetary Sciences40.4%
    8. Physics and Astronomy40.4%
    9. Mathematics30.3%
    10. Chemical Engineering30.3%
    1. Medicine10010.1%
    2. Health Professions181.8%
    3. Dentistry40.4%
    4. Nursing40.4%
    1. Social Sciences343.5%
    2. Business, Management and Accounting303.1%
    3. Arts and Humanities181.8%
    4. Psychology151.5%
    5. Decision Sciences101.0%
    6. Economics, Econometrics and Finance70.7%
    1. Neuroscience313.1%
    2. Agricultural and Biological Sciences232.4%
    3. Biochemistry, Genetics and Molecular Biology141.4%
    4. Immunology and Microbiology10.1%
    5. Pharmacology, Toxicology and Pharmaceutics10.1%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What is Kanniyākumāri strongest at in research?

Relative to its size, research in Kanniyākumāri is most concentrated in Computer Networks and Communications, Computer Vision and Pattern Recognition and Radiology, Nuclear Medicine and Imaging (5.8× the world share in Computer Networks and Communications).

  1. Computer Networks and CommunicationsSubfield · 46.0 works5.8×
  2. Computer Vision and Pattern RecognitionSubfield · 64.7 works5.7×
  3. Radiology, Nuclear Medicine and ImagingSubfield · 36.8 works4.6×
← 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 26 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: 0.46× its world share, 20 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.26× its world share, 12 worksBiochemistry, Geneti…Immunology and Microbiology: 0.11× its world share, 1 worksImmunology and Micro…Neuroscience: 2.01× its world share, 29 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.23× its world share, 1 worksPharmacology, Toxico…Chemical Engineering: 0.96× its world share, 3 worksChemical EngineeringChemistry: 0.96× its world share, 13 worksChemistryComputer Science: 3.61× its world share, 252 worksComputer ScienceEarth and Planetary Sciences: 0.24× its world share, 3 worksEarth and Planetary …Energy: 1.82× its world share, 15 worksEnergyEngineering: 1.69× its world share, 227 worksEngineeringEnvironmental Science: 0.59× its world share, 26 worksEnvironmental ScienceMaterials Science: 2.31× its world share, 72 worksMaterials ScienceMathematics: 0.31× its world share, 3 worksMathematicsPhysics and Astronomy: 0.16× its world share, 3 worksPhysics and AstronomyDentistry: 0.77× its world share, 3 worksDentistryHealth Professions: 0.74× its world share, 17 worksHealth ProfessionsMedicine: 0.54× its world share, 93 worksMedicineNursing: 0.89× its world share, 4 worksNursingArts and Humanities: 0.51× its world share, 13 worksArts and HumanitiesBusiness, Management and Accounting: 0.91× its world share, 26 worksBusiness, Management…Decision Sciences: 0.91× its world share, 8 worksDecision SciencesEconomics, Econometrics and Finance: 0.36× its world share, 7 worksEconomics, Econometr…Psychology: 0.48× its world share, 13 worksPsychologySocial Sciences: 0.26× its world share, 30 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 3.6×. Every wedge is a field page.

All 25 fields, with their numbers
  1. Computer Science3.61×252 works
  2. Materials Science2.31×72 works
  3. Neuroscience2.01×29 works
  4. Energy1.82×15 works
  5. Engineering1.69×227 works
  6. Chemical Engineering0.96×3 works
  7. Chemistry0.96×13 works
  8. Business, Management and Accounting0.91×26 works
  9. Decision Sciences0.91×8 works
  10. Nursing0.89×4 works
  11. Dentistry0.77×3 works
  12. Health Professions0.74×17 works
  13. Environmental Science0.59×26 works
  14. Medicine0.54×93 works
  15. Arts and Humanities0.51×13 works
  16. Psychology0.48×13 works
  17. Agricultural and Biological Sciences0.46×20 works
  18. Economics, Econometrics and Finance0.36×7 works
  19. Mathematics0.31×3 works
  20. Biochemistry, Genetics and Molecular Biology0.26×12 works
  21. Social Sciences0.26×30 works
  22. Earth and Planetary Sciences0.24×3 works
  23. Pharmacology, Toxicology and Pharmaceutics0.23×1 works
  24. Physics and Astronomy0.16×3 works
  25. Immunology and Microbiology0.11×1 works

Which keywords describe research in Kanniyākumāri?

By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Convolutional Neural Networks, Feature Extraction, Medical Imaging, Classification, Medical Image Analysis and Transfer 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 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 Learning219▲ 6.5×65 topics
  2. Machine Learning163▲ 5.0×65 topics
  3. Convolutional Neural Networks62▲ 8.6×13 topics
  4. Feature Extraction58▲ 13×10 topics
  5. Medical Imaging52▲ 10×7 topics
  6. Neural Networks41▲ 2.7×25 topics
  7. Healthcare41▲ 3.6×10 topics
  8. Classification39▲ 8.6×8 topics
  9. Mechanical Properties38▲ 4.0×24 topics
  10. Medical Image Analysis37▲ 21×4 topics
  11. Security36▲ 5.4×15 topics
  12. Transfer Learning33▲ 17×3 topics
  13. Renewable Energy33▲ 2.3×25 topics
  14. Data Mining33▲ 4.5×13 topics
  15. IoT Security31▲ 10×3 topics
  16. Environmental Impact31▲ 1.84×29 topics
  17. Artificial Intelligence29▲ 2.1×22 topics
  18. Internet of Things28▲ 3.4×17 topics
  19. Image Segmentation28▲ 23×2 topics
  20. Nanoparticles28▲ 2.2×24 topics
  21. Nanomaterials26▲ 2.5×13 topics
  22. Convolutional Neural Network25▲ 16×4 topics
  23. Anomaly Detection25▲ 8.7×4 topics
  24. Image Processing24▲ 5.5×11 topics
  25. Texture Analysis22▲ 10×3 topics
  26. Security Analysis22▲ 13×4 topics
  27. Wireless Sensor Networks21▲ 4.8×13 topics
  28. Brain Tumor21▲ 32×1 topic
  29. Computer-Aided Detection21▲ 24×1 topic
  30. Cybersecurity21▲ 8.5×5 topics
  31. Histopathology Images21▲ 24×1 topic
  32. MRI21▲ 26×1 topic
  33. Privacy20▲ 7.0×6 topics
  34. Feature Selection19▲ 8.9×5 topics
  35. Smart Cities18▲ 7.1×7 topics
  36. Cloud Computing18▲ 6.5×12 topics
  37. Big Data Analytics18▲ 8.6×4 topics
  38. Wavelet Transform18▲ 7.8×6 topics
  39. Predictive Modeling17▲ 6.2×4 topics
  40. Intrusion Detection17▲ 12×3 topics

What research is done in Kanniyākumāri?

Brain Tumor Detection and Classification: 19 fractional worksAI in cancer detection: 18 fractional worksNetwork Security and Int…14Network Security and Intrusion Detection: 14 fractional worksArtificial Intelligence …13Artificial Intelligence in Healthcare: 13 fractional worksRadiomics and Machine Learning in Medical Imaging: 13 fractional worksNatural Fiber Reinforced Composites: 11 fractional worksCOVID-19 diagnosis using…11COVID-19 diagnosis using AI: 11 fractional worksAdvanced Malware Detection Techniques: 9 fractional worksAnomaly Detection Techniques and Applications: 9 fractional worksIoT and Edge/Fog Computing: 8 fractional works
NeurologyArtificial IntelligenceComputer Networks and CommunicationsHealth Information Management3 others

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

  1. 1 Brain Tumor Detection and Classification Neurology 19 works
  2. 2 AI in cancer detection Artificial Intelligence 18 works
  3. 3 Network Security and Intrusion Detection Computer Networks and Communications 14 works
  4. 4 Artificial Intelligence in Healthcare Health Information Management 13 works
  5. 5 Radiomics and Machine Learning in Medical Imaging Radiology, Nuclear Medicine and Imaging 13 works
  6. 6 Natural Fiber Reinforced Composites Polymers and Plastics 11 works
  7. 7 COVID-19 diagnosis using AI Radiology, Nuclear Medicine and Imaging 11 works
  8. 8 Advanced Malware Detection Techniques Signal Processing 9 works
  9. 9 Anomaly Detection Techniques and Applications Artificial Intelligence 9 works
  10. 10 IoT and Edge/Fog Computing Computer Networks and Communications 8 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 counting10%20%30%Kanniyākumāri12.2% in 2025all institutions10.0% in 20252020

Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 21.1% in 2010.

Discussion

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