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Austrian Research Institute for Artificial Intelligence

In research, Austrian Research Institute for Artificial Intelligence stands highest in Computer Science (#1,030 of 6,336 worldwide), Physical Sciences (#2,998 of 17,446 worldwide) and Artificial Intelligence (#665 of 2,786 worldwide), over all time. Relative to its size it is most specialised in Artificial Intelligence (Artificial Intelligence is 7.2× its share of world research).

ofai.atROR OpenAlex
World rank, 2022-now
#7,340
of 22,385 · #4,708 all time
Rank in Austria
#43
of 143
Research works
561
▲ 54% vs 2018-21
Citations
14k
25.8 per fractional work
Top-10% rate
21.0%
all institutions 10.0%
vs its own fields
1.11×
1.00× is exactly expected
Open access
40%
world 40%
International
27%
world 18%
Austrian Research Institute for Artificial Intelligence

What is Austrian Research Institute for Artificial Intelligence 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
Computer ScienceField #1,030 of 6,336 13.8%304
Physical SciencesDomain #2,998 of 17,446 14.6%355
Artificial IntelligenceSubfield #665 of 2,786 8.5%154

Each strip is that field's whole ranked pool, with the notch where Austrian Research Institute for Artificial Intelligence 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 Austrian Research Institute for Artificial Intelligence work in?

In 2022-now, 54% of research at Austrian Research Institute for Artificial Intelligence is in Physical Sciences, 21% in Health Sciences. Its largest fields are Computer Science (33%), Medicine (19%), Engineering (11%). It does 1.4× the world's share of Physical Sciences.

Physical Sciences: 67 fractional works · 53.7% of its workComputer Science: 42 fractional works · 33.5% of its workArtificial Intelligence: 22 fractional works · 17.5% of its workComputer Vision and Pattern Recognition: 6 fractional works · 5.2% of its workComputational Theory and Mathematics: 4 fractional works · 3.3% of its workComputer Networks and Communications: 3 fractional works · 2.5% of its workHuman-Computer Interaction: 2 fractional works · 1.3% of its workInformation Systems: 1 fractional works · 1.2% of its workHardware and Architecture: 1 fractional works · 1.0% of its workSignal Processing: 1 fractional works · 0.9% of its workSoftware: 0 fractional works · 0.4% of its workEngineering: 13 fractional works · 10.8% of its workBiomedical Engineering: 3 fractional works · 2.3% of its workMedia Technology: 2 fractional works · 2.0% of its workControl and Systems Engineering: 2 fractional works · 1.6% of its workAutomotive Engineering: 1 fractional works · 0.9% of its workOcean Engineering: 1 fractional works · 0.7% of its workBuilding and Construction: 1 fractional works · 0.7% of its workIndustrial and Manufacturing Engineering: 1 fractional works · 0.6% of its workElectrical and Electronic Engineering: 1 fractional works · 0.5% of its workCivil and Structural Engineering: 1 fractional works · 0.5% of its workAerospace Engineering: 0 fractional works · 0.4% of its workComputational Mechanics: 0 fractional works · 0.3% of its workMechanical Engineering: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.2% of its workEnvironmental Science: 5 fractional works · 4.2% of its workGlobal and Planetary Change: 2 fractional works · 1.9% of its workEnvironmental Engineering: 1 fractional works · 1.0% of its workManagement, Monitoring, Policy and Law: 1 fractional works · 0.5% of its workEcology: 1 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.3% of its workMathematics: 2 fractional works · 1.8% of its workNumerical Analysis: 1 fractional works · 0.7% of its workStatistics and Probability: 1 fractional works · 0.5% of its workGeometry and Topology: 0 fractional works · 0.3% of its workTheoretical Computer Science: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEarth and Planetary Sciences: 2 fractional works · 1.4% of its workAtmospheric Science: 1 fractional works · 1.1% of its workSmaller subfields together: 0 fractional works · 0.3% of its workPhysics and Astronomy: 1 fractional works · 0.9% of its workStatistical and Nonlinear Physics: 1 fractional works · 0.6% of its workAtomic and Molecular Physics, and Optics: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workChemistry: 1 fractional works · 0.6% of its workOrganic Chemistry: 1 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.1% of its workMaterials Science: 0 fractional works · 0.3% of its workMaterials Chemistry: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.0% of its workEnergy: 0 fractional works · 0.2% of its workHealth Sciences: 26 fractional works · 20.6% of its workMedicine: 24 fractional works · 19.2% of its workRadiology, Nuclear Medicine and Imaging: 6 fractional works · 5.1% of its workOphthalmology: 4 fractional works · 3.1% of its workEpidemiology: 2 fractional works · 2.0% of its workSurgery: 2 fractional works · 1.4% of its workPhysiology: 1 fractional works · 1.1% of its workPulmonary and Respiratory Medicine: 1 fractional works · 1.1% of its workHealth Informatics: 1 fractional works · 1.0% of its workOncology: 1 fractional works · 0.9% of its workRheumatology: 1 fractional works · 0.5% of its workFamily Practice: 0 fractional works · 0.4% of its workCardiology and Cardiovascular Medicine: 0 fractional works · 0.3% of its workPediatrics, Perinatology and Child Health: 0 fractional works · 0.3% of its workHematology: 0 fractional works · 0.2% of its workPathology and Forensic Medicine: 0 fractional works · 0.2% of its workHepatology: 0 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 1.3% of its workHealth Professions: 2 fractional works · 1.3% of its workHealth Information Management: 1 fractional works · 0.8% of its workSmaller subfields together: 1 fractional works · 0.5% of its workDentistry: 0 fractional works · 0.2% of its workSocial Sciences: 17 fractional works · 13.8% of its workSocial Sciences: 6 fractional works · 4.9% of its workTransportation: 2 fractional works · 1.5% of its workSociology and Political Science: 2 fractional works · 1.3% of its workLinguistics and Language: 1 fractional works · 0.7% of its workCommunication: 1 fractional works · 0.6% of its workGeography, Planning and Development: 0 fractional works · 0.3% of its workSafety Research: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.4% of its workArts and Humanities: 5 fractional works · 4.0% of its workLanguage and Linguistics: 4 fractional works · 3.4% of its workPhilosophy: 1 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.1% of its workPsychology: 3 fractional works · 2.5% of its workSocial Psychology: 1 fractional works · 1.1% of its workExperimental and Cognitive Psychology: 1 fractional works · 0.9% of its workClinical Psychology: 1 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.1% of its workBusiness, Management and Accounting: 2 fractional works · 1.2% of its workStrategy and Management: 1 fractional works · 0.6% of its workManagement Information Systems: 1 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.1% of its workDecision Sciences: 1 fractional works · 0.9% of its workInformation Systems and Management: 1 fractional works · 0.4% of its workManagement Science and Operations Research: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEconomics, Econometrics and Finance: 0 fractional works · 0.4% of its workEconomics and Econometrics: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workLife Sciences: 15 fractional works · 11.8% of its workBiochemistry, Genetics and Molecular Biology: 8 fractional works · 6.7% of its workMolecular Biology: 6 fractional works · 5.0% of its workCancer Research: 1 fractional works · 0.5% of its workGenetics: 1 fractional works · 0.5% of its workBiophysics: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.3% of its workNeuroscience: 3 fractional works · 2.7% of its workCognitive Neuroscience: 3 fractional works · 2.1% of its workCellular and Molecular Neuroscience: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.3% of its workImmunology and Microbiology: 2 fractional works · 1.8% of its workImmunology: 2 fractional works · 1.6% of its workSmaller subfields together: 0 fractional works · 0.2% of its workAgricultural and Biological Sciences: 1 fractional works · 0.5% of its workPlant Science: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.3% of its workPharmacology, Toxicology and Pharmaceutics: 0 fractional works · 0.0% of its workALL ITS WORKAustrian ResearchInstitute for…124fractional works, 2022-now
Life Sciences12%Physical Sciences54%Health Sciences21%Social Sciences14%

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 23 fields, with their numbers
    1. Computer Science4233.5%
    2. Engineering1310.8%
    3. Environmental Science54.2%
    4. Mathematics21.8%
    5. Earth and Planetary Sciences21.4%
    6. Physics and Astronomy10.9%
    7. Chemistry10.6%
    8. Materials Science00.3%
    9. Energy00.2%
    1. Medicine2419.2%
    2. Health Professions21.3%
    3. Dentistry00.2%
    1. Social Sciences64.9%
    2. Arts and Humanities54.0%
    3. Psychology32.5%
    4. Business, Management and Accounting21.2%
    5. Decision Sciences10.9%
    6. Economics, Econometrics and Finance00.4%
    1. Biochemistry, Genetics and Molecular Biology86.7%
    2. Neuroscience32.7%
    3. Immunology and Microbiology21.8%
    4. Agricultural and Biological Sciences10.5%
    5. Pharmacology, Toxicology and Pharmaceutics00.0%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What does Austrian Research Institute for Artificial Intelligence specialise in?

Where its research is concentrated relative to its size: Artificial Intelligence takes 7.2× the share of its output that it takes of world research.

  1. Artificial IntelligenceSubfield · 21.7 works7.2×
← less than its size predicts1×more →

Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.

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: 0.11× its world share, 1 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 1.25× its world share, 8 worksBiochemistry, Geneti…Immunology and Microbiology: 1.83× its world share, 2 worksImmunology and Micro…Neuroscience: 1.70× its world share, 3 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.14× its world share, 0 worksPharmacology, Toxico…Chemistry: 0.40× its world share, 1 worksChemistryComputer Science: 4.30× its world share, 42 worksComputer ScienceEarth and Planetary Sciences: 0.87× its world share, 2 worksEarth and Planetary …Energy: 0.21× its world share, 0 worksEnergyEngineering: 0.72× its world share, 13 worksEngineeringEnvironmental Science: 0.86× its world share, 5 worksEnvironmental ScienceMaterials Science: 0.09× its world share, 0 worksMaterials ScienceMathematics: 1.55× its world share, 2 worksMathematicsPhysics and Astronomy: 0.38× its world share, 1 worksPhysics and AstronomyDentistry: 0.36× its world share, 0 worksDentistryHealth Professions: 0.48× its world share, 2 worksHealth ProfessionsMedicine: 1.00× its world share, 24 worksMedicineArts and Humanities: 1.38× its world share, 5 worksArts and HumanitiesBusiness, Management and Accounting: 0.37× its world share, 2 worksBusiness, Management…Decision Sciences: 0.88× its world share, 1 worksDecision SciencesEconomics, Econometrics and Finance: 0.17× its world share, 0 worksEconomics, Econometr…Psychology: 0.82× its world share, 3 worksPsychologySocial Sciences: 0.39× its world share, 6 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 4.3×. Every wedge is a field page.

All 23 fields, with their numbers
  1. Computer Science4.30×42 works
  2. Immunology and Microbiology1.83×2 works
  3. Neuroscience1.70×3 works
  4. Mathematics1.55×2 works
  5. Arts and Humanities1.38×5 works
  6. Biochemistry, Genetics and Molecular Biology1.25×8 works
  7. Medicine1.00×24 works
  8. Decision Sciences0.88×1 works
  9. Earth and Planetary Sciences0.87×2 works
  10. Environmental Science0.86×5 works
  11. Psychology0.82×3 works
  12. Engineering0.72×13 works
  13. Health Professions0.48×2 works
  14. Chemistry0.40×1 works
  15. Social Sciences0.39×6 works
  16. Physics and Astronomy0.38×1 works
  17. Business, Management and Accounting0.37×2 works
  18. Dentistry0.36×0 works
  19. Energy0.21×0 works
  20. Economics, Econometrics and Finance0.17×0 works
  21. Pharmacology, Toxicology and Pharmaceutics0.14×0 works
  22. Agricultural and Biological Sciences0.11×1 works
  23. Materials Science0.09×0 works

Who are the top researchers at Austrian Research Institute for Artificial Intelligence?

Ranked on the quality score, Elias Pampalk, Jan Schlüter and Michael Kopp lead among researchers whose main affiliation is Austrian Research Institute for Artificial Intelligence.

  1. 1 Elias Pampalk Austria · #355,630 worldwide 2.5k citations · 49 works
  2. 2 Jan Schlüter Austria · #639,779 worldwide 2.6k citations · 58 works
  3. 3 Michael Kopp Austria · #843,390 worldwide 1.1k citations · 40 works
  4. 4 Thomas Grill Austria · #972,924 worldwide 1.4k citations · 77 works
  5. 5 Brigitte Krenn Austria · #1,112,021 worldwide 1.7k citations · 78 works
  6. 6 Peter Hallman Austria · #1,334,768 worldwide 391 citations · 42 works
  7. 7 Georg Dorffner Austria · #1,349,210 worldwide 6.3k citations · 295 works
  8. 8 Tristan Miller Austria · #1,405,421 worldwide 1.2k citations · 99 works
  9. 9 Arthur Flexer Austria · #2,079,297 worldwide 2.2k citations · 101 works
  10. 10 Christian Holzbaur Austria · #2,279,672 worldwide 495 citations · 25 works
All ranked researchers at Austrian Research Institute for Artificial Intelligence

What are the most cited papers from Austrian Research Institute for Artificial Intelligence?

The most cited paper from Austrian Research Institute for Artificial Intelligence is "Learning in the Presence of Concept Drift and Hidden Contexts" (Gerhard Widmer, Miroslav Kubát, 1996), with 1,454 citations. Next come "Overview and Recent Advances in Partial Least Squares" (1,101) and "Deep Learning for Audio Signal Processing" (868).

Most cited papers
#PaperReleasedCitations
1 Learning in the Presence of Concept Drift and Hidden Contexts Gerhard Widmer, Miroslav Kubát · Machine Learning Apr 1996 1,454
2 Overview and Recent Advances in Partial Least Squares Roman Rosipal, Nicole Krämer · Lecture notes in computer science Conference paper 2006 1,101
3 Deep Learning for Audio Signal Processing H.‐G. Purwins, Bo Li, Tuomas I. Virtanen et al. · IEEE Journal of Selected Topics in Signal Processing Open access Apr 2019 868
4 SpectralGPT: Spectral Remote Sensing Foundation Model Danfeng Hong, Bing Zhang, Xuyang Li et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence Open access 3 Apr 2024 848
5 ERD/ERS patterns reflecting sensorimotor activation and deactivation Christa Neuper, Michael Wörtz, Gert Pfurtscheller · Progress in brain research Book chapter 2006 834
All 58 most cited papers, with filters and sorting

Which keywords describe research at Austrian Research Institute for Artificial Intelligence?

By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Neural Networks, Machine Learning, Macular Degeneration, Diabetic Retinopathy, Remote Sensing, Image Analysis and Feature Extraction.

▲ 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 Learning21▲ 4.8×43 topics
  2. Machine Learning11▲ 2.6×33 topics
  3. Neural Networks9▲ 4.6×18 topics
  4. Remote Sensing7▲ 4.6×15 topics
  5. Macular Degeneration6▲ 41×3 topics
  6. Diabetic Retinopathy6▲ 48×2 topics
  7. Image Analysis5▲ 44×2 topics
  8. Inflammation5▲ 1.95×20 topics
  9. Feature Extraction4▲ 7.2×8 topics
  10. Cardiovascular Risk4▲ 9.3×3 topics
  11. Data Integration4▲ 17×4 topics
  12. Glaucoma4▲ 19×2 topics
  13. Optic Nerve4▲ 29×2 topics
  14. Support Vector Machines3▲ 8.4×3 topics
  15. Classification3▲ 5.6×6 topics
  16. Retinal Disease3▲ 51×1 topic
  17. Semantic Web3▲ 26×3 topics
  18. Semi-Supervised Learning3▲ 20×3 topics
  19. Vascular Endothelial Growth Factor3▲ 28×2 topics
  20. Vessel Segmentation3▲ 55×1 topic
  21. Information Retrieval3▲ 11×3 topics
  22. Pragmatics3▲ 15×3 topics
  23. Corpus Linguistics3▲ 11×2 topics
  24. Machine Translation3▲ 14×2 topics
  25. Text Classification3▲ 14×2 topics
  26. Choroidal Thickness3▲ 42×1 topic
  27. Neural Machine Translation3▲ 25×1 topic
  28. Retinal Pigment Epithelium3▲ 42×1 topic
  29. Semantic Similarity3▲ 18×1 topic
  30. Statistical Machine Translation3▲ 25×1 topic
  31. Word Representation3▲ 18×1 topic
  32. Grammar3▲ 89×2 topics
  33. Hyperspectral2▲ 22×2 topics
  34. Optical Coherence Tomography2▲ 18×3 topics
  35. Semantics2▲ 71×1 topic
  36. Syntax2▲ 26×1 topic
  37. Change Detection2▲ 25×2 topics
  38. Myopia2▲ 25×2 topics
  39. Object-Based Analysis2▲ 33×1 topic
  40. Representation Learning2▲ 11×3 topics

Which research topics does Austrian Research Institute for Artificial Intelligence publish most on?

By volume in 2022-now: Retinal Imaging and Analysis, Topic Modeling, Natural Language Processing Techniques and Retinal Diseases and Treatments.

Retinal Imaging and Anal…3Retinal Imaging and Analysis: 3 fractional worksTopic Modeling3Topic Modeling: 3 fractional worksNatural Language Process…3Natural Language Processing Techniques: 3 fractional worksRetinal Diseases and Tre…3Retinal Diseases and Treatments: 3 fractional worksSyntax, Semantics, Linguistic Variation: 2 fractional worksRemote-Sensing Image Classification: 2 fractional worksLanguage, Linguistics, C…2Language, Linguistics, Cultural Analysis: 2 fractional worksSemantic Web and Ontologies: 1 fractional worksBiomedical Text Mining and Ontologies: 1 fractional worksOptical Coherence Tomography Applications: 1 fractional works
Radiology, Nuclear Medicine and ImagingArtificial IntelligenceOphthalmologyLanguage and Linguistics3 others

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

  1. 1 Retinal Imaging and Analysis Radiology, Nuclear Medicine and Imaging 3 works
  2. 2 Topic Modeling Artificial Intelligence 3 works
  3. 3 Natural Language Processing Techniques Artificial Intelligence 3 works
  4. 4 Retinal Diseases and Treatments Ophthalmology 3 works
  5. 5 Syntax, Semantics, Linguistic Variation Language and Linguistics 2 works
  6. 6 Remote-Sensing Image Classification Media Technology 2 works
  7. 7 Language, Linguistics, Cultural Analysis Language and Linguistics 2 works
  8. 8 Semantic Web and Ontologies Artificial Intelligence 1 works
  9. 9 Biomedical Text Mining and Ontologies Molecular Biology 1 works
  10. 10 Optical Coherence Tomography Applications Biomedical Engineering 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 available39.5%not open60.5%

World: 40% of research is openly available.

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

World: 18% is written across borders.

How has Austrian Research Institute for Artificial Intelligence's research output changed?

Output in 2022-2025 was 54% higher 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 Austrian Research Institute for Artificial Intelligence as a percentage of every work published that year, 0.00033% in 2024.

still counting0.0010%0.0020%Austrian Research Institute for Artificial Intelligence0.00056% in 20251990200020102020

Fractional works of Austrian Research Institute for Artificial Intelligence over all fractional works that year. How the balance of science has shifted.

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