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University · Brisbane · Australia

Martin College

In research, Martin College stands highest in Social Sciences (#13,473 of 16,945 worldwide) and Physical Sciences (#21,134 of 21,541 worldwide), over all time.

martin.edu.auROR OpenAlex
World rank, all time
#27,514
of 42,892
Rank in Australia
#495
of 656
Research works
332
▲ 160% vs 2013–17
Citations
2k
5.9 per fractional work
Top-10% rate
10.3%
record average 16.5%
Open access
31%
world 28%

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 #13,473 of 16,945 17.1%125
Physical SciencesDomain #21,134 of 21,541 6.0%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 world mark, because the world rate differs by field (from about 6% to 21% in this record).

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: 0.29× its world share, 1 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.24× its world share, 1 worksBiochemistry, Geneti…Neuroscience: 1.78× its world share, 1 worksNeuroscienceChemistry: 0.51× its world share, 0 worksChemistryComputer Science: 4.52× its world share, 17 worksComputer ScienceEarth and Planetary Sciences: 0.54× its world share, 0 worksEarth and Planetary …Energy: 1.47× its world share, 1 worksEnergyEngineering: 1.88× its world share, 14 worksEngineeringEnvironmental Science: 0.85× its world share, 2 worksEnvironmental ScienceMaterials Science: 0.41× its world share, 1 worksMaterials ScienceMathematics: 0.29× its world share, 0 worksMathematicsPhysics and Astronomy: 0.61× its world share, 1 worksPhysics and AstronomyDentistry: 0.28× its world share, 0 worksDentistryHealth Professions: 0.33× its world share, 0 worksHealth ProfessionsMedicine: 0.22× its world share, 2 worksMedicineVeterinary: 1.24× its world share, 0 worksVeterinaryArts and Humanities: 1.38× its world share, 2 worksArts and HumanitiesBusiness, Management and Accounting: 0.56× its world share, 1 worksBusiness, Management…Decision Sciences: 3.75× its world share, 2 worksDecision SciencesEconomics, Econometrics and Finance: 0.06× its world share, 0 worksEconomics, Econometr…Psychology: 0.47× its world share, 1 worksPsychologySocial Sciences: 0.34× its world share, 2 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.

Which keywords describe research at Martin College?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Security, Internet of Things, Healthcare, IoT Security, Data Mining and IoT.

▲ 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 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 Learning13▲ 7.8×36 topics
  2. Machine Learning13▲ 7.8×36 topics
  3. Security4▲ 13×10 topics
  4. Internet of Things4▲ 9.4×9 topics
  5. Healthcare4▲ 6.5×7 topics
  6. IoT Security3▲ 20×3 topics
  7. Data Mining3▲ 8.4×9 topics
  8. Neural Networks3▲ 4.1×13 topics
  9. Big Data3▲ 5.8×10 topics
  10. Artificial Intelligence2▲ 3.7×9 topics
  11. Cloud Computing2▲ 17×6 topics
  12. IoT2▲ 13×8 topics
  13. Energy Efficiency2▲ 5.0×8 topics
  14. Local Binary Patterns2▲ 69×2 topics
  15. Cybersecurity2▲ 19×3 topics
  16. Privacy2▲ 15×3 topics
  17. Classification2▲ 9.3×4 topics
  18. Anomaly Detection2▲ 14×3 topics
  19. Content-Based Image Retrieval2▲ 137×1 topic
  20. Convolutional Neural Networks2▲ 5.5×9 topics
  21. Feature Extraction2▲ 8.6×5 topics
  22. Shape Matching2▲ 137×1 topic
  23. Medical Imaging2▲ 7.3×4 topics
  24. Wireless Sensor Networks2▲ 8.3×6 topics
  25. Convolutional Neural Network2▲ 23×2 topics
  26. Transfer Learning2▲ 19×3 topics
  27. Smart Cities2▲ 13×3 topics
  28. Intrusion Detection2▲ 21×1 topic
  29. Network Security2▲ 23×1 topic
  30. Support Vector Machines2▲ 9.7×3 topics
  31. Big Data Analytics1▲ 13×5 topics
  32. Brain Tumor1▲ 42×1 topic
  33. MRI1▲ 35×1 topic
  34. Sentiment Analysis1▲ 25×2 topics
  35. Cyber-Physical Systems1▲ 10×4 topics
  36. Optimization1▲ 5.8×4 topics
  37. Smart Grid1▲ 7.0×4 topics
  38. Security Analysis1▲ 14×4 topics
  39. Smart Home1▲ 15×2 topics
  40. Stock Market Prediction1▲ 41×1 topic

Which research topics does Martin College publish most on?

By volume in 2022–2025: Image Retrieval and Classification Techniques, Network Security and Intrusion Detection, Brain Tumor Detection and Classification and Stock Market Forecasting Methods.

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 an…1Brain Tumor Detection and Classification: 1 fractional worksStock Market Forecasting…1Stock Market Forecasting Methods: 1 fractional worksCloud Computing and Resource Management: 1 fractional worksBlockchain Technology Applications and Security: 1 fractional worksIoT-based Smart Home Sys…1IoT-based Smart Home Systems: 1 fractional worksHistory of Science and Natural History: 1 fractional worksIoT and Edge/Fog Computing: 1 fractional worksAustralian Indigenous Cu…1Australian Indigenous Culture and History: 1 fractional works
Computer Vision and Pattern RecognitionComputer Networks and CommunicationsNeurologyManagement Science and Operations Research4 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 Stock Market Forecasting Methods Management Science and Operations Research 1 works
  5. 5 Cloud Computing and Resource Management Information Systems 1 works
  6. 6 Blockchain Technology Applications and Security Information Systems 1 works
  7. 7 IoT-based Smart Home Systems Electrical and Electronic Engineering 1 works
  8. 8 History of Science and Natural History History and Philosophy of Science 1 works
  9. 9 IoT and Edge/Fog Computing Computer Networks and Communications 1 works
  10. 10 Australian Indigenous Culture and History Anthropology 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: 28% of research is openly available.

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

World: 19% is written across borders.

How has Martin College's research output changed?

Output in 2018–2022 was 160% higher than in 2013–2017.

1990200020102020
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 Brisbane

All research institutions in Brisbane

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.