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University · Brisbane · Australia

Martin College

In research, Martin College stands highest in Social Sciences (#12,182 of 14,833 worldwide) and Physical Sciences (#14,617 of 17,446 worldwide), over all time.

martin.edu.auROR OpenAlex
World rank, all time
#23,074
of 34,923
Rank in Australia
#355
of 476
Research works
332
▼ 19% vs 2018-21
Citations
2k
5.9 per fractional work
Top-10% rate
4.8%
all institutions 10.0%
vs its own fields
0.71×
1.00× is exactly expected
Open access
31%
world 40%
International
26%
world 18%
Martin College

What is Martin College known for in research?

The fields where it stands highest, over all time, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorks
Social SciencesDomain #12,182 of 14,833 6.0%125
Physical SciencesDomain #14,617 of 17,446 2.8%123

Each strip is that field's whole ranked pool, with the notch where Martin College 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 Martin College work in?

In 2022-now, 73% of research at Martin College is in Physical Sciences, 16% in Social Sciences. Its largest fields are Computer Science (35%), Engineering (29%), Medicine (6%). It does 1.8× the world's share of Physical Sciences.

Physical Sciences: 46 fractional works · 73.1% of its workComputer Science: 22 fractional works · 34.9% of its workArtificial Intelligence: 8 fractional works · 12.3% of its workComputer Vision and Pattern Recognition: 5 fractional works · 8.1% of its workInformation Systems: 4 fractional works · 6.3% of its workComputer Networks and Communications: 4 fractional works · 5.6% of its workSignal Processing: 1 fractional works · 1.4% of its workHuman-Computer Interaction: 0 fractional works · 0.5% of its workComputational Theory and Mathematics: 0 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.2% of its workEngineering: 18 fractional works · 28.9% of its workElectrical and Electronic Engineering: 7 fractional works · 10.6% of its workControl and Systems Engineering: 3 fractional works · 4.7% of its workBiomedical Engineering: 2 fractional works · 3.4% of its workAutomotive Engineering: 2 fractional works · 2.8% of its workMechanical Engineering: 1 fractional works · 1.9% of its workAerospace Engineering: 1 fractional works · 1.7% of its workMedia Technology: 1 fractional works · 1.0% of its workIndustrial and Manufacturing Engineering: 1 fractional works · 0.9% of its workMechanics of Materials: 0 fractional works · 0.7% of its workBuilding and Construction: 0 fractional works · 0.7% of its workCivil and Structural Engineering: 0 fractional works · 0.5% of its workEnvironmental Science: 2 fractional works · 3.5% of its workEcology: 1 fractional works · 1.6% of its workWater Science and Technology: 1 fractional works · 1.1% of its workEnvironmental Engineering: 0 fractional works · 0.4% of its workGlobal and Planetary Change: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workMaterials Science: 1 fractional works · 1.6% of its workMaterials Chemistry: 1 fractional works · 0.8% of its workCeramics and Composites: 0 fractional works · 0.4% of its workElectronic, Optical and Magnetic Materials: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEnergy: 1 fractional works · 1.3% of its workRenewable Energy, Sustainability and the Environment: 1 fractional works · 1.1% of its workEnergy Engineering and Power Technology: 0 fractional works · 0.3% of its workPhysics and Astronomy: 1 fractional works · 1.3% of its workAstronomy and Astrophysics: 0 fractional works · 0.5% of its workAtomic and Molecular Physics, and Optics: 0 fractional works · 0.3% of its workCondensed Matter Physics: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.2% of its workChemistry: 0 fractional works · 0.7% of its workAnalytical Chemistry: 0 fractional works · 0.6% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEarth and Planetary Sciences: 0 fractional works · 0.7% of its workOceanography: 0 fractional works · 0.7% of its workMathematics: 0 fractional works · 0.3% of its workDiscrete Mathematics and Combinatorics: 0 fractional works · 0.3% of its workSocial Sciences: 10 fractional works · 15.5% of its workSocial Sciences: 3 fractional works · 5.1% of its workAnthropology: 1 fractional works · 1.9% of its workLaw: 1 fractional works · 1.1% of its workSociology and Political Science: 0 fractional works · 0.6% of its workPolitical Science and International Relations: 0 fractional works · 0.5% of its workSafety Research: 0 fractional works · 0.5% of its workTransportation: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workArts and Humanities: 2 fractional works · 3.7% of its workHistory and Philosophy of Science: 1 fractional works · 2.1% of its workPhilosophy: 1 fractional works · 1.1% of its workReligious studies: 0 fractional works · 0.5% of its workDecision Sciences: 2 fractional works · 2.9% of its workManagement Science and Operations Research: 1 fractional works · 2.1% of its workInformation Systems and Management: 0 fractional works · 0.5% of its workStatistics, Probability and Uncertainty: 0 fractional works · 0.3% of its workBusiness, Management and Accounting: 1 fractional works · 2.0% of its workOrganizational Behavior and Human Resource Management: 1 fractional works · 1.0% of its workManagement Information Systems: 0 fractional works · 0.5% of its workMarketing: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.3% of its workPsychology: 1 fractional works · 1.8% of its workExperimental and Cognitive Psychology: 1 fractional works · 1.0% of its workSocial Psychology: 0 fractional works · 0.6% of its workSmaller subfields together: 0 fractional works · 0.2% of its workEconomics, Econometrics and Finance: 0 fractional works · 0.1% of its workHealth Sciences: 4 fractional works · 6.7% of its workMedicine: 4 fractional works · 5.7% of its workHealth Informatics: 1 fractional works · 1.3% of its workRadiology, Nuclear Medicine and Imaging: 1 fractional works · 1.1% of its workCardiology and Cardiovascular Medicine: 0 fractional works · 0.8% of its workPharmacology: 0 fractional works · 0.6% of its workComplementary and alternative medicine: 0 fractional works · 0.4% of its workOncology: 0 fractional works · 0.4% of its workSurgery: 0 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.8% of its workHealth Professions: 0 fractional works · 0.7% of its workHealth Information Management: 0 fractional works · 0.7% of its workVeterinary: 0 fractional works · 0.1% of its workDentistry: 0 fractional works · 0.1% of its workLife Sciences: 3 fractional works · 4.7% of its workNeuroscience: 1 fractional works · 2.3% of its workNeurology: 1 fractional works · 2.3% of its workAgricultural and Biological Sciences: 1 fractional works · 1.2% of its workPlant Science: 1 fractional works · 0.9% of its workSmaller subfields together: 0 fractional works · 0.3% of its workBiochemistry, Genetics and Molecular Biology: 1 fractional works · 1.2% of its workMolecular Biology: 0 fractional works · 0.8% of its workGenetics: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.2% of its workALL ITS WORKMartin College62fractional works, 2022-now
Life Sciences5%Physical Sciences73%Health Sciences7%Social Sciences16%

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
    1. Computer Science2234.9%
    2. Engineering1828.9%
    3. Environmental Science23.5%
    4. Materials Science11.6%
    5. Energy11.3%
    6. Physics and Astronomy11.3%
    7. Chemistry00.7%
    8. Earth and Planetary Sciences00.7%
    9. Mathematics00.3%
    1. Social Sciences35.1%
    2. Arts and Humanities23.7%
    3. Decision Sciences22.9%
    4. Business, Management and Accounting12.0%
    5. Psychology11.8%
    6. Economics, Econometrics and Finance00.1%
    1. Medicine45.7%
    2. Health Professions00.7%
    3. Veterinary00.1%
    4. Dentistry00.1%
    1. Neuroscience12.3%
    2. Agricultural and Biological Sciences11.2%
    3. Biochemistry, Genetics and Molecular Biology11.2%
All of science, and how each field's share has moved since 1950: the Science domain explorer

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: 0.26× its world share, 1 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.23× its world share, 1 worksBiochemistry, Geneti…Neuroscience: 1.42× its world share, 1 worksNeuroscienceChemistry: 0.48× its world share, 0 worksChemistryComputer Science: 4.48× its world share, 22 worksComputer ScienceEarth and Planetary Sciences: 0.43× its world share, 0 worksEarth and Planetary …Energy: 1.45× its world share, 1 worksEnergyEngineering: 1.93× its world share, 18 worksEngineeringEnvironmental Science: 0.71× its world share, 2 worksEnvironmental ScienceMaterials Science: 0.45× its world share, 1 worksMaterials ScienceMathematics: 0.23× its world share, 0 worksMathematicsPhysics and Astronomy: 0.56× its world share, 1 worksPhysics and AstronomyDentistry: 0.22× its world share, 0 worksDentistryHealth Professions: 0.27× its world share, 0 worksHealth ProfessionsMedicine: 0.30× its world share, 4 worksMedicineVeterinary: 0.98× its world share, 0 worksVeterinaryArts and Humanities: 1.28× its world share, 2 worksArts and HumanitiesBusiness, Management and Accounting: 0.61× its world share, 1 worksBusiness, Management…Decision Sciences: 2.98× its world share, 2 worksDecision SciencesEconomics, Econometrics and Finance: 0.05× its world share, 0 worksEconomics, Econometr…Psychology: 0.58× its world share, 1 worksPsychologySocial Sciences: 0.40× its world share, 3 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 4.5×. Every wedge is a field page.

All 22 fields, with their numbers
  1. Computer Science4.48×22 works
  2. Decision Sciences2.98×2 works
  3. Engineering1.93×18 works
  4. Energy1.45×1 works
  5. Neuroscience1.42×1 works
  6. Arts and Humanities1.28×2 works
  7. Veterinary0.98×0 works
  8. Environmental Science0.71×2 works
  9. Business, Management and Accounting0.61×1 works
  10. Psychology0.58×1 works
  11. Physics and Astronomy0.56×1 works
  12. Chemistry0.48×0 works
  13. Materials Science0.45×1 works
  14. Earth and Planetary Sciences0.43×0 works
  15. Social Sciences0.40×3 works
  16. Medicine0.30×4 works
  17. Health Professions0.27×0 works
  18. Agricultural and Biological Sciences0.26×1 works
  19. Biochemistry, Genetics and Molecular Biology0.23×1 works
  20. Mathematics0.23×0 works
  21. Dentistry0.22×0 works
  22. Economics, Econometrics and Finance0.05×0 works

Who are the top researchers at Martin College?

Ranked on the quality score, Someshwar Siddi, V. Purna Chandra Rao and Shirley Reveley lead among researchers whose main affiliation is Martin College.

  1. 1 Someshwar Siddi Australia · #3,739,508 worldwide 45 citations · 19 works
  2. 2 V. Purna Chandra Rao Australia · #4,040,621 worldwide 13 citations · 16 works
  3. 3 Shirley Reveley Australia · #4,078,668 worldwide 137 citations · 16 works
  4. 4 Mike Walsh Australia · #4,201,751 worldwide 948 citations · 60 works
  5. 5 Ranadheer Donthi Australia · #4,495,922 worldwide 85 citations · 29 works
  6. 6 Helen L. Leathard Australia · #4,914,650 worldwide 425 citations · 33 works
  7. 7 P. Sridhar Australia · #5,042,752 worldwide 48 citations · 26 works
All ranked researchers at Martin College

What are the most cited papers from Martin College?

The most cited paper from Martin College is "Age-stratified and blood-pressure-stratified effects of blood-pressure-lowering pharmacotherapy for the prevention of cardiovascular disease and death: an individual participant-level data meta-analysis" (Kazem Rahimi et al., 2021), with 341 citations. Next come "Testing a model for the genetic structure of personality: A comparison of the personality systems of Cloninger and Eysenck." (314) and "Academic dissatisfaction, managerial change and neo-liberalism" (141).

Most cited papers
#PaperReleasedCitations
1 Age-stratified and blood-pressure-stratified effects of blood-pressure-lowering pharmacotherapy for the prevention of cardiovascular disease and death: an individual participant-level data meta-analysis Kazem Rahimi et al. · The Lancet ReviewOpen access102 authors 26 Aug 2021 341
2 Testing a model for the genetic structure of personality: A comparison of the personality systems of Cloninger and Eysenck. Andrew C. Heath, Claude Robert Cloninger, Nicholas G. Martin · Journal of Personality and Social Psychology 1994 314
3 Academic dissatisfaction, managerial change and neo-liberalism Nick Fredman, James Doughney · Higher Education 3 Oct 2011 141
4 Barriers to and facilitators of female Deans’ career advancement in higher education: an exploratory study in Vietnam Hương Thị Lan Nguyễn · Higher Education 8 Dec 2012 122
5 Graphene-induced tuning of the d -spacing of graphene oxide composite nanofiltration membranes for frictionless capillary action-induced enhancement of water permeability Wei‐Song Hung, Tzu‐Jen Lin, Yu‐Hsuan Chiao et al. · Journal of Materials Chemistry A 2018 100
All 60 most cited papers, with filters and sorting

Which keywords describe research at Martin College?

By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Security, Healthcare, Internet of Things, Neural Networks, Artificial Intelligence and Big Data.

▲ 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
  1. Deep Learning16▲ 7.6×38 topics
  2. Machine Learning16▲ 7.7×39 topics
  3. Security6▲ 14×10 topics
  4. Healthcare5▲ 7.2×7 topics
  5. Internet of Things4▲ 8.4×9 topics
  6. Neural Networks4▲ 4.6×15 topics
  7. Artificial Intelligence4▲ 4.8×10 topics
  8. Big Data4▲ 6.3×11 topics
  9. IoT Security3▲ 17×3 topics
  10. Data Mining3▲ 6.8×9 topics
  11. IoT3▲ 12×8 topics
  12. Medical Imaging3▲ 8.9×4 topics
  13. Convolutional Neural Networks3▲ 6.1×9 topics
  14. Cloud Computing3▲ 15×6 topics
  15. Energy Efficiency3▲ 4.6×8 topics
  16. Cybersecurity3▲ 17×3 topics
  17. Wireless Sensor Networks3▲ 9.3×6 topics
  18. Classification2▲ 8.6×4 topics
  19. Feature Extraction2▲ 8.1×5 topics
  20. Local Binary Patterns2▲ 56×2 topics
  21. Anomaly Detection2▲ 12×3 topics
  22. Privacy2▲ 12×3 topics
  23. Renewable Energy Integration2▲ 11×4 topics
  24. Smart Cities2▲ 12×3 topics
  25. Smart Grid2▲ 9.2×4 topics
  26. Transfer Learning2▲ 18×3 topics
  27. Content-Based Image Retrieval2▲ 118×1 topic
  28. Electric Vehicles2▲ 11×4 topics
  29. Shape Matching2▲ 118×1 topic
  30. Convolutional Neural Network2▲ 18×2 topics
  31. Big Data Analytics2▲ 13×5 topics
  32. Precision Medicine2▲ 5.5×4 topics
  33. Power Electronics2▲ 8.2×5 topics
  34. Intrusion Detection2▲ 17×1 topic
  35. Network Security2▲ 19×1 topic
  36. Support Vector Machines2▲ 7.7×3 topics
  37. Brain Tumor1▲ 35×1 topic
  38. Cyber-Physical Systems1▲ 8.3×4 topics
  39. MRI1▲ 28×1 topic
  40. Sentiment Analysis1▲ 20×2 topics

Which research topics does Martin College publish most on?

By volume in 2022-now: Image Retrieval and Classification Techniques, Network Security and Intrusion Detection, Brain Tumor Detection and Classification and Australian Indigenous Culture and History.

Image Retrieval and Clas…2Image Retrieval and Classification Techniques: 2 fractional worksNetwork Security and Int…2Network Security and Intrusion Detection: 2 fractional worksBrain Tumor Detection and Classification: 1 fractional worksAustralian Indigenous Culture and History: 1 fractional worksHistory of Science and Natural History: 1 fractional worksCloud Computing and Resource Management: 1 fractional worksStock Market Forecasting Methods: 1 fractional worksExplainable Artificial I…1Explainable Artificial Intelligence (XAI): 1 fractional worksAdversarial Robustness in Machine Learning: 1 fractional worksInternet of Things and AI: 1 fractional works
Computer Vision and Pattern RecognitionComputer Networks and CommunicationsNeurologyAnthropology4 others

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

  1. 1 Image Retrieval and Classification Techniques Computer Vision and Pattern Recognition 2 works
  2. 2 Network Security and Intrusion Detection Computer Networks and Communications 2 works
  3. 3 Brain Tumor Detection and Classification Neurology 1 works
  4. 4 Australian Indigenous Culture and History Anthropology 1 works
  5. 5 History of Science and Natural History History and Philosophy of Science 1 works
  6. 6 Cloud Computing and Resource Management Information Systems 1 works
  7. 7 Stock Market Forecasting Methods Management Science and Operations Research 1 works
  8. 8 Explainable Artificial Intelligence (XAI) Artificial Intelligence 1 works
  9. 9 Adversarial Robustness in Machine Learning Artificial Intelligence 1 works
  10. 10 Internet of Things and AI Information Systems 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 available31.0%not open69.0%

World: 40% of research is openly available.

with international co-authors26.2%domestic only73.8%

World: 18% is written across borders.

How has Martin College's research output changed?

Output in 2022-2025 was 19% lower than in 2018-2021.

still counting1990200020102020
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 Martin College as a percentage of every work published that year, 0.00019% in 2024.

still counting0.0010%0.0020%Martin College0.00027% in 202519801990200020102020

Fractional works of Martin College over all fractional works that year. How the balance of science has shifted.

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Martin College on Science Explorer

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