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Company · Bromma · Sweden

Intelligent Machines (Sweden)

In research, Intelligent Machines (Sweden) stands highest in Physical Sciences (#6,344 of 10,670 worldwide), 2022-now. Relative to its size it is most specialised in Computer Science (Computer Science is 4.3× its share of world research).

intmach.comROR OpenAlex
World rank, 2022-now
#16,121
of 22,385 · #12,581 all time
Rank in Sweden
#81
of 107
Research works
458
▲ 88% vs 2018-21
Citations
9.6k
20.9 per fractional work
Top-10% rate
8.5%
all institutions 10.0%
vs its own fields
1.07×
1.00× is exactly expected
Open access
36%
world 40%
International
70%
world 18%
Intelligent Machines (Sweden)

What is Intelligent Machines (Sweden) known for in research?

The fields where it stands highest, 2022-now, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorksAll time
Physical SciencesDomain #6,344 of 10,670 8.0%64 #5197

Each strip is that field's whole ranked pool, with the notch where Intelligent Machines (Sweden) 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 Intelligent Machines (Sweden) work in?

In 2022-now, 76% of research at Intelligent Machines (Sweden) is in Physical Sciences, 9% in Health Sciences. Its largest fields are Computer Science (34%), Engineering (31%), Medicine (7%). It does 1.9× the world's share of Physical Sciences.

Physical Sciences: 81 fractional works · 75.6% of its workComputer Science: 36 fractional works · 33.8% of its workComputer Vision and Pattern Recognition: 14 fractional works · 13.1% of its workArtificial Intelligence: 13 fractional works · 11.9% of its workComputer Networks and Communications: 3 fractional works · 2.9% of its workInformation Systems: 3 fractional works · 2.5% of its workHuman-Computer Interaction: 1 fractional works · 1.0% of its workSignal Processing: 1 fractional works · 0.8% of its workComputational Theory and Mathematics: 1 fractional works · 0.5% of its workHardware and Architecture: 0 fractional works · 0.4% of its workComputer Graphics and Computer-Aided Design: 0 fractional works · 0.4% of its workComputer Science Applications: 0 fractional works · 0.3% of its workEngineering: 34 fractional works · 31.5% of its workControl and Systems Engineering: 8 fractional works · 7.8% of its workBiomedical Engineering: 5 fractional works · 4.7% of its workMechanical Engineering: 4 fractional works · 4.2% of its workCivil and Structural Engineering: 3 fractional works · 2.9% of its workElectrical and Electronic Engineering: 3 fractional works · 2.7% of its workMedia Technology: 2 fractional works · 1.9% of its workComputational Mechanics: 2 fractional works · 1.8% of its workAerospace Engineering: 1 fractional works · 1.4% of its workMechanics of Materials: 1 fractional works · 1.2% of its workAutomotive Engineering: 1 fractional works · 1.1% of its workBuilding and Construction: 1 fractional works · 0.8% of its workIndustrial and Manufacturing Engineering: 0 fractional works · 0.4% of its workOcean Engineering: 0 fractional works · 0.4% of its workSafety, Risk, Reliability and Quality: 0 fractional works · 0.2% of its workEnvironmental Science: 4 fractional works · 3.4% of its workEcology: 2 fractional works · 1.5% of its workEnvironmental Engineering: 1 fractional works · 0.7% of its workIndustrial and Manufacturing Engineering: 1 fractional works · 0.5% of its workGlobal and Planetary Change: 0 fractional works · 0.2% of its workPollution: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.3% of its workPhysics and Astronomy: 3 fractional works · 2.5% of its workStatistical and Nonlinear Physics: 2 fractional works · 1.8% of its workAtomic and Molecular Physics, and Optics: 0 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.3% of its workMaterials Science: 2 fractional works · 2.0% of its workMaterials Chemistry: 1 fractional works · 0.8% of its workBiomaterials: 1 fractional works · 0.5% of its workElectronic, Optical and Magnetic Materials: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.3% of its workEarth and Planetary Sciences: 1 fractional works · 1.0% of its workGeology: 0 fractional works · 0.4% of its workOceanography: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.3% of its workMathematics: 1 fractional works · 0.5% of its workNumerical Analysis: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.3% of its workChemistry: 0 fractional works · 0.5% of its workEnergy: 0 fractional works · 0.2% of its workRenewable Energy, Sustainability and the Environment: 0 fractional works · 0.2% of its workChemical Engineering: 0 fractional works · 0.2% of its workHealth Sciences: 10 fractional works · 8.9% of its workMedicine: 8 fractional works · 7.4% of its workRadiology, Nuclear Medicine and Imaging: 2 fractional works · 1.5% of its workPsychiatry and Mental health: 1 fractional works · 1.0% of its workNeurology: 1 fractional works · 0.7% of its workCardiology and Cardiovascular Medicine: 1 fractional works · 0.7% of its workOncology: 1 fractional works · 0.7% of its workHealth Informatics: 1 fractional works · 0.5% of its workSurgery: 0 fractional works · 0.4% of its workEpidemiology: 0 fractional works · 0.4% of its workPhysiology: 0 fractional works · 0.4% of its workPulmonary and Respiratory Medicine: 0 fractional works · 0.4% of its workRehabilitation: 0 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.5% of its workDentistry: 1 fractional works · 0.9% of its workOral Surgery: 0 fractional works · 0.5% of its workGeneral Dentistry: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.2% of its workHealth Professions: 0 fractional works · 0.4% of its workOccupational Therapy: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.2% of its workNursing: 0 fractional works · 0.1% of its workLife Sciences: 9 fractional works · 8.4% of its workNeuroscience: 5 fractional works · 5.0% of its workCognitive Neuroscience: 3 fractional works · 3.0% of its workNeurology: 1 fractional works · 1.2% of its workSensory Systems: 0 fractional works · 0.4% of its workCellular and Molecular Neuroscience: 0 fractional works · 0.4% of its workAgricultural and Biological Sciences: 2 fractional works · 1.8% of its workFood Science: 1 fractional works · 0.5% of its workPlant Science: 0 fractional works · 0.5% of its workSoil Science: 0 fractional works · 0.4% of its workAquatic Science: 0 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.1% of its workBiochemistry, Genetics and Molecular Biology: 2 fractional works · 1.5% of its workMolecular Biology: 1 fractional works · 0.7% of its workBiophysics: 0 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.3% of its workImmunology and Microbiology: 0 fractional works · 0.1% of its workSocial Sciences: 8 fractional works · 7.1% of its workSocial Sciences: 4 fractional works · 3.3% of its workSociology and Political Science: 1 fractional works · 1.1% of its workTransportation: 1 fractional works · 0.8% of its workEducation: 0 fractional works · 0.4% of its workGeography, Planning and Development: 0 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.6% of its workPsychology: 2 fractional works · 2.2% of its workSocial Psychology: 1 fractional works · 0.7% of its workDevelopmental and Educational Psychology: 1 fractional works · 0.7% of its workExperimental and Cognitive Psychology: 1 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.3% of its workDecision Sciences: 1 fractional works · 0.9% of its workInformation Systems and Management: 1 fractional works · 0.6% of its workManagement Science and Operations Research: 0 fractional works · 0.3% of its workArts and Humanities: 0 fractional works · 0.4% of its workArcheology: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEconomics, Econometrics and Finance: 0 fractional works · 0.3% of its workEconomics and Econometrics: 0 fractional works · 0.3% of its workBusiness, Management and Accounting: 0 fractional works · 0.1% of its workALL ITS WORKIntelligentMachines (Sweden)107fractional works, 2022-now
Life Sciences8%Physical Sciences76%Health Sciences9%Social Sciences7%

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 24 fields, with their numbers
    1. Computer Science3633.8%
    2. Engineering3431.5%
    3. Environmental Science43.4%
    4. Physics and Astronomy32.5%
    5. Materials Science22.0%
    6. Earth and Planetary Sciences11.0%
    7. Mathematics10.5%
    8. Chemistry00.5%
    9. Energy00.2%
    10. Chemical Engineering00.2%
    1. Medicine87.4%
    2. Dentistry10.9%
    3. Health Professions00.4%
    4. Nursing00.1%
    1. Neuroscience55.0%
    2. Agricultural and Biological Sciences21.8%
    3. Biochemistry, Genetics and Molecular Biology21.5%
    4. Immunology and Microbiology00.1%
    1. Social Sciences43.3%
    2. Psychology22.2%
    3. Decision Sciences10.9%
    4. Arts and Humanities00.4%
    5. Economics, Econometrics and Finance00.3%
    6. Business, Management and Accounting00.1%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What does Intelligent Machines (Sweden) specialise in?

Where its research is concentrated relative to its size: Computer Science takes 4.3× the share of its output that it takes of world research.

  1. Computer ScienceField · 36.3 works4.3×
← 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: 0.38× its world share, 2 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.27× its world share, 2 worksBiochemistry, Geneti…Immunology and Microbiology: 0.10× its world share, 0 worksImmunology and Micro…Neuroscience: 3.07× its world share, 5 worksNeuroscienceChemical Engineering: 0.48× its world share, 0 worksChemical EngineeringChemistry: 0.30× its world share, 0 worksChemistryComputer Science: 4.35× its world share, 36 worksComputer ScienceEarth and Planetary Sciences: 0.62× its world share, 1 worksEarth and Planetary …Energy: 0.24× its world share, 0 worksEnergyEngineering: 2.10× its world share, 34 worksEngineeringEnvironmental Science: 0.68× its world share, 4 worksEnvironmental ScienceMaterials Science: 0.58× its world share, 2 worksMaterials ScienceMathematics: 0.45× its world share, 1 worksMathematicsPhysics and Astronomy: 1.15× its world share, 3 worksPhysics and AstronomyDentistry: 1.92× its world share, 1 worksDentistryHealth Professions: 0.17× its world share, 0 worksHealth ProfessionsMedicine: 0.39× its world share, 8 worksMedicineNursing: 0.13× its world share, 0 worksNursingArts and Humanities: 0.13× its world share, 0 worksArts and HumanitiesBusiness, Management and Accounting: 0.02× its world share, 0 worksBusiness, Management…Decision Sciences: 0.93× its world share, 1 worksDecision SciencesEconomics, Econometrics and Finance: 0.15× its world share, 0 worksEconomics, Econometr…Psychology: 0.72× its world share, 2 worksPsychologySocial Sciences: 0.26× its world share, 4 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 24 fields, with their numbers
  1. Computer Science4.35×36 works
  2. Neuroscience3.07×5 works
  3. Engineering2.10×34 works
  4. Dentistry1.92×1 works
  5. Physics and Astronomy1.15×3 works
  6. Decision Sciences0.93×1 works
  7. Psychology0.72×2 works
  8. Environmental Science0.68×4 works
  9. Earth and Planetary Sciences0.62×1 works
  10. Materials Science0.58×2 works
  11. Chemical Engineering0.48×0 works
  12. Mathematics0.45×1 works
  13. Medicine0.39×8 works
  14. Agricultural and Biological Sciences0.38×2 works
  15. Chemistry0.30×0 works
  16. Biochemistry, Genetics and Molecular Biology0.27×2 works
  17. Social Sciences0.26×4 works
  18. Energy0.24×0 works
  19. Health Professions0.17×0 works
  20. Economics, Econometrics and Finance0.15×0 works
  21. Nursing0.13×0 works
  22. Arts and Humanities0.13×0 works
  23. Immunology and Microbiology0.10×0 works
  24. Business, Management and Accounting0.02×0 works

Who are the top researchers at Intelligent Machines (Sweden)?

Ranked on the quality score, Jean Vareille and 隆二 塩谷 lead among researchers whose main affiliation is Intelligent Machines (Sweden).

  1. 1 Jean Vareille Sweden · #4,757,851 worldwide 5 citations · 23 works
  2. 2 隆二 塩谷 Sweden · #5,701,344 worldwide 0 citations · 38 works
All ranked researchers at Intelligent Machines (Sweden)

What are the most cited papers from Intelligent Machines (Sweden)?

The most cited paper from Intelligent Machines (Sweden) is "On the Douglas—Rachford splitting method and the proximal point algorithm for maximal monotone operators" (Jonathan Eckstein, Dimitri P. Bertsekas, 1992), with 2,923 citations. Next come "The Connection Machine" (1,609) and "RHex: A Simple and Highly Mobile Hexapod Robot" (1,331).

Most cited papers
#PaperReleasedCitations
1 On the Douglas—Rachford splitting method and the proximal point algorithm for maximal monotone operators Jonathan Eckstein, Dimitri P. Bertsekas · Mathematical Programming Open access Apr 1992 2,923
2 The Connection Machine W. Daniel Hillis · Scientific American Open access Jun 1987 1,609
3 RHex: A Simple and Highly Mobile Hexapod Robot Uluc̣ Saranlı, M. Buehler, Daniel E. Koditschek · The International Journal of Robotics Research Open access Jul 2001 1,331
4 TurboPixels: Fast Superpixels Using Geometric Flows Alex Levinshtein, A. Stere, Kiriakos N. Kutulakos et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence 11 May 2009 1,152
5 3-D Deep Learning Approach for Remote Sensing Image Classification Amina Ben Hamida, Alexandre Benoit, Patrick Lambert et al. · IEEE Transactions on Geoscience and Remote Sensing Open access 20 Apr 2018 869
All 60 most cited papers, with filters and sorting

Which keywords describe research at Intelligent Machines (Sweden)?

By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Neural Networks, Machine Learning, Convolutional Neural Networks, Adaptive Control, Transfer Learning, Medical Imaging and Anomaly Detection.

▲ 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 Learning28▲ 7.7×56 topics
  2. Machine Learning13▲ 3.6×41 topics
  3. Neural Networks11▲ 6.7×22 topics
  4. Convolutional Neural Networks6▲ 7.2×9 topics
  5. Medical Imaging3▲ 6.0×6 topics
  6. Adaptive Control3▲ 23×4 topics
  7. Artificial Intelligence3▲ 2.1×10 topics
  8. Healthcare3▲ 2.6×6 topics
  9. Classification3▲ 6.2×7 topics
  10. Transfer Learning3▲ 15×3 topics
  11. Anomaly Detection3▲ 9.0×5 topics
  12. Big Data3▲ 2.7×9 topics
  13. Security2▲ 3.5×11 topics
  14. Precision Medicine2▲ 4.5×3 topics
  15. Feature Extraction2▲ 4.4×8 topics
  16. Computer Vision2▲ 6.7×2 topics
  17. Dynamic Modeling2▲ 45×2 topics
  18. High-Dimensional Data2▲ 12×2 topics
  19. Representation Learning2▲ 11×3 topics
  20. Image Segmentation2▲ 14×3 topics
  21. Path Planning2▲ 14×2 topics
  22. Predictive Modeling2▲ 6.2×2 topics
  23. Robotics2▲ 6.7×5 topics
  24. Unsupervised Learning2▲ 11×3 topics
  25. Convolutional Networks2▲ 12×3 topics
  26. Electronic Health Records2▲ 15×1 topic
  27. Image Recognition2▲ 11×1 topic
  28. Medical Image Analysis2▲ 8.4×4 topics
  29. Object Detection2▲ 12×1 topic
  30. Patient Similarity2▲ 24×1 topic
  31. Time Series2▲ 9.3×2 topics
  32. Outlier Detection2▲ 12×1 topic
  33. Pose Estimation2▲ 13×3 topics
  34. Robotic Manipulators2▲ 15×3 topics
  35. Unsupervised2▲ 14×1 topic
  36. Convolutional Neural Network2▲ 8.6×2 topics
  37. Feedback Control2▲ 8.7×4 topics
  38. Flexible Manipulators2▲ 81×1 topic
  39. Intrusion Detection2▲ 9.6×4 topics
  40. Multibody Dynamics2▲ 81×1 topic

Which research topics does Intelligent Machines (Sweden) publish most on?

By volume in 2022-now: Machine Learning in Healthcare, Advanced Neural Network Applications, Anomaly Detection Techniques and Applications and Dynamics and Control of Mechanical Systems.

Machine Learning in Heal…2Machine Learning in Healthcare: 2 fractional worksAdvanced Neural Network …2Advanced Neural Network Applications: 2 fractional worksAnomaly Detection Techniques and Applications: 2 fractional worksDynamics and Control of …2Dynamics and Control of Mechanical Systems: 2 fractional worksRobot Manipulation and L…1Robot Manipulation and Learning: 1 fractional worksEEG and Brain-Computer Interfaces: 1 fractional worksBrain Tumor Detection and Classification: 1 fractional worksSoil Mechanics and Vehic…1Soil Mechanics and Vehicle Dynamics: 1 fractional worksExplainable Artificial Intelligence (XAI): 1 fractional worksComplex Network Analysis Techniques: 1 fractional works
Artificial IntelligenceComputer Vision and Pattern RecognitionControl and Systems EngineeringCognitive Neuroscience3 others

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

  1. 1 Machine Learning in Healthcare Artificial Intelligence 2 works
  2. 2 Advanced Neural Network Applications Computer Vision and Pattern Recognition 2 works
  3. 3 Anomaly Detection Techniques and Applications Artificial Intelligence 2 works
  4. 4 Dynamics and Control of Mechanical Systems Control and Systems Engineering 2 works
  5. 5 Robot Manipulation and Learning Control and Systems Engineering 1 works
  6. 6 EEG and Brain-Computer Interfaces Cognitive Neuroscience 1 works
  7. 7 Brain Tumor Detection and Classification Neurology 1 works
  8. 8 Soil Mechanics and Vehicle Dynamics Civil and Structural Engineering 1 works
  9. 9 Explainable Artificial Intelligence (XAI) Artificial Intelligence 1 works
  10. 10 Complex Network Analysis Techniques Statistical and Nonlinear Physics 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 available35.8%not open64.2%

World: 40% of research is openly available.

with international co-authors69.8%domestic only30.2%

World: 18% is written across borders.

How has Intelligent Machines (Sweden)'s research output changed?

Output in 2022-2025 was 88% 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 Intelligent Machines (Sweden) as a percentage of every work published that year, 0.00025% in 2024.

still counting0.0010%0.0020%Intelligent Machines (Sweden)0.00072% in 202519801990200020102020

Fractional works of Intelligent Machines (Sweden) over all fractional works that year. How the balance of science has shifted.

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Intelligent Machines (Sweden) on Science Explorer

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