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Company · Aalborg · Denmark

Hugin Expert (Denmark)

hugin.comROR OpenAlex
Research works
58
▼ 16% vs 2018-21
Citations
907
15.6 per fractional work
Top-10% rate
11.7%
all institutions 10.0%
Open access
34%
world 40%
International
39%
world 18%
Hugin Expert (Denmark)

Not ranked overall: Hugin Expert (Denmark) is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.

Which fields of science does Hugin Expert (Denmark) work in?

In all years, 69% of research at Hugin Expert (Denmark) is in Physical Sciences, 16% in Social Sciences. Its largest fields are Computer Science (50%), Engineering (12%), Decision Sciences (10%). It does 1.6× the world's share of Physical Sciences.

Physical Sciences: 40 fractional works · 69.2% of its workComputer Science: 29 fractional works · 50.5% of its workArtificial Intelligence: 21 fractional works · 35.8% of its workSignal Processing: 3 fractional works · 4.5% of its workInformation Systems: 2 fractional works · 4.2% of its workComputer Networks and Communications: 1 fractional works · 1.7% of its workComputer Vision and Pattern Recognition: 1 fractional works · 1.5% of its workSoftware: 1 fractional works · 1.3% of its workComputational Theory and Mathematics: 0 fractional works · 0.8% of its workHardware and Architecture: 0 fractional works · 0.3% of its workComputer Science Applications: 0 fractional works · 0.3% of its workEngineering: 7 fractional works · 11.7% of its workElectrical and Electronic Engineering: 2 fractional works · 3.5% of its workControl and Systems Engineering: 1 fractional works · 2.2% of its workAutomotive Engineering: 1 fractional works · 1.1% of its workOcean Engineering: 1 fractional works · 1.0% of its workAerospace Engineering: 0 fractional works · 0.9% of its workMechanical Engineering: 0 fractional works · 0.7% of its workComputational Mechanics: 0 fractional works · 0.6% of its workSafety, Risk, Reliability and Quality: 0 fractional works · 0.6% of its workBuilding and Construction: 0 fractional works · 0.5% of its workIndustrial and Manufacturing Engineering: 0 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.2% of its workEnvironmental Science: 2 fractional works · 3.9% of its workHealth, Toxicology and Mutagenesis: 1 fractional works · 0.9% of its workPollution: 0 fractional works · 0.7% of its workEnvironmental Chemistry: 0 fractional works · 0.6% of its workIndustrial and Manufacturing Engineering: 0 fractional works · 0.6% of its workGlobal and Planetary Change: 0 fractional works · 0.3% of its workNature and Landscape Conservation: 0 fractional works · 0.3% of its workManagement, Monitoring, Policy and Law: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.2% of its workMathematics: 1 fractional works · 1.4% of its workStatistics and Probability: 1 fractional works · 1.2% of its workTheoretical Computer Science: 0 fractional works · 0.3% of its workEarth and Planetary Sciences: 0 fractional works · 0.9% of its workAtmospheric Science: 0 fractional works · 0.9% of its workEnergy: 0 fractional works · 0.5% of its workRenewable Energy, Sustainability and the Environment: 0 fractional works · 0.5% of its workPhysics and Astronomy: 0 fractional works · 0.3% of its workStatistical and Nonlinear Physics: 0 fractional works · 0.3% of its workSocial Sciences: 9 fractional works · 15.6% of its workDecision Sciences: 6 fractional works · 9.7% of its workManagement Science and Operations Research: 5 fractional works · 8.7% of its workStatistics, Probability and Uncertainty: 1 fractional works · 1.0% of its workBusiness, Management and Accounting: 2 fractional works · 2.9% of its workManagement Information Systems: 1 fractional works · 1.9% of its workManagement of Technology and Innovation: 0 fractional works · 0.9% of its workSmaller subfields together: 0 fractional works · 0.2% of its workSocial Sciences: 1 fractional works · 1.4% of its workEducation: 0 fractional works · 0.6% of its workSociology and Political Science: 0 fractional works · 0.6% of its workSmaller subfields together: 0 fractional works · 0.3% of its workPsychology: 1 fractional works · 1.0% of its workSocial Psychology: 1 fractional works · 1.0% of its workArts and Humanities: 0 fractional works · 0.4% of its workHistory and Philosophy of Science: 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 workHealth Sciences: 5 fractional works · 9.3% of its workMedicine: 5 fractional works · 8.0% of its workSurgery: 3 fractional works · 4.7% of its workPublic Health, Environmental and Occupational Health: 1 fractional works · 1.4% of its workEpidemiology: 0 fractional works · 0.6% of its workPulmonary and Respiratory Medicine: 0 fractional works · 0.6% of its workRehabilitation: 0 fractional works · 0.6% of its workSmaller subfields together: 0 fractional works · 0.1% of its workHealth Professions: 1 fractional works · 1.3% of its workGeneral Health Professions: 0 fractional works · 0.8% of its workRadiological and Ultrasound Technology: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.3% of its workLife Sciences: 3 fractional works · 5.9% of its workBiochemistry, Genetics and Molecular Biology: 2 fractional works · 3.2% of its workMolecular Biology: 1 fractional works · 2.0% of its workGenetics: 1 fractional works · 1.0% of its workSmaller subfields together: 0 fractional works · 0.2% of its workAgricultural and Biological Sciences: 2 fractional works · 2.6% of its workFood Science: 1 fractional works · 0.9% of its workPlant Science: 0 fractional works · 0.9% of its workAnimal Science and Zoology: 0 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.4% of its workNeuroscience: 0 fractional works · 0.1% of its workALL ITS WORKHugin Expert(Denmark)58fractional works, all years
Life Sciences6%Physical Sciences69%Health Sciences9%Social Sciences16%

Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in all years. 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 18 fields, with their numbers
    1. Computer Science2950.5%
    2. Engineering711.7%
    3. Environmental Science23.9%
    4. Mathematics11.4%
    5. Earth and Planetary Sciences00.9%
    6. Energy00.5%
    7. Physics and Astronomy00.3%
    1. Decision Sciences69.7%
    2. Business, Management and Accounting22.9%
    3. Social Sciences11.4%
    4. Psychology11.0%
    5. Arts and Humanities00.4%
    6. Economics, Econometrics and Finance00.3%
    1. Medicine58.0%
    2. Health Professions11.3%
    1. Biochemistry, Genetics and Molecular Biology23.2%
    2. Agricultural and Biological Sciences22.6%
    3. Neuroscience00.1%
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: 0.18× its world share, 0 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 1.87× its world share, 1 worksBiochemistry, Geneti…Neuroscience: 0.43× its world share, 0 worksNeuroscienceComputer Science: 4.65× its world share, 3 worksComputer ScienceEngineering: 0.79× its world share, 1 worksEngineeringEnvironmental Science: 1.99× its world share, 1 worksEnvironmental ScienceHealth Professions: 0.72× its world share, 0 worksHealth ProfessionsMedicine: 0.53× its world share, 1 worksMedicineDecision Sciences: 9.59× its world share, 1 worksDecision SciencesPsychology: 2.34× its world share, 1 worksPsychologySocial Sciences: 0.17× its world share, 0 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Decision Sciences, 9.6×. Every wedge is a field page.

All 11 fields, with their numbers
  1. Decision Sciences9.59×1 works
  2. Computer Science4.65×3 works
  3. Psychology2.34×1 works
  4. Environmental Science1.99×1 works
  5. Biochemistry, Genetics and Molecular Biology1.87×1 works
  6. Engineering0.79×1 works
  7. Health Professions0.72×0 works
  8. Medicine0.53×1 works
  9. Neuroscience0.43×0 works
  10. Agricultural and Biological Sciences0.18×0 works
  11. Social Sciences0.17×0 works

What are the most cited papers from Hugin Expert (Denmark)?

The most cited paper from Hugin Expert (Denmark) is "Building large-scale Bayesian networks" (Martin Neil, Norman Fenton, Lars Nielson, 2000), with 287 citations. Next come "Selecting methods for ecosystem service assessment: A decision tree approach" (250) and "Stable local computation with conditional Gaussian distributions" (240).

Most cited papers
#PaperReleasedCitations
1 Building large-scale Bayesian networks Martin Neil, Norman Fenton, Lars Nielson · The Knowledge Engineering Review Sep 2000 287
2 Selecting methods for ecosystem service assessment: A decision tree approach Paula A. Harrison et al. · Ecosystem Services Open access 23 Oct 2017 250
3 Stable local computation with conditional Gaussian distributions Steffen Lilholt Lauritzen, Frank Jensen · Statistics and Computing Apr 2001 240
4 Creating urban green infrastructure where it is needed – A spatial ecosystem service-based decision analysis of green roofs in Barcelona Johannes Langemeyer, Diego Wedgwood, Timon McPhearson et al. · The Science of The Total Environment Open access 14 Nov 2019 236
5 Applications of object-oriented Bayesian networks for condition monitoring, root cause analysis and decision support on operation of complex continuous processes Galia Weidl, Anders Læsø Madsen, S. Israelson · Computers & Chemical Engineering 20 Jul 2005 153
All 60 most cited papers, with filters and sorting

Which keywords describe research at Hugin Expert (Denmark)?

By fractional works in all years, weighted toward what it does more of than the world: Bayesian Networks, Causal Inference, Graphical Models, Probabilistic Learning, Big Data, Machine Learning, Data Integration and Information Quality.

▲ more of its work than of the world's◆ about the world's share▼ less than the world's

Size is fractional works in all years 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 35 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 35 words, with their numbers
  1. Bayesian Networks13▲ 265×2 topics
  2. Causal Inference13▲ 622×2 topics
  3. Graphical Models13▲ 1092×1 topic
  4. Probabilistic Learning13▲ 1092×1 topic
  5. Big Data5▲ 16×7 topics
  6. Machine Learning5▲ 3.8×21 topics
  7. Data Integration3▲ 23×2 topics
  8. Information Quality3▲ 107×2 topics
  9. Data Cleaning3▲ 217×1 topic
  10. Heuristic Search3▲ 252×1 topic
  11. Planning Systems3▲ 252×1 topic
  12. Record Linkage3▲ 217×1 topic
  13. Deep Learning3▲ 2.1×17 topics
  14. Clustering Algorithms2▲ 38×2 topics
  15. Sustainability2▲ 2.0×8 topics
  16. Hernia Repair2▲ 126×1 topic
  17. Mesh Techniques2▲ 126×1 topic
  18. GPS Trajectories2▲ 66×1 topic
  19. Trajectory Data Mining2▲ 66×1 topic
  20. Analytic Hierarchy Process2▲ 38×1 topic
  21. Data Mining2▲ 6.4×5 topics
  22. Knowledge Representation2▲ 21×3 topics
  23. TOPSIS2▲ 67×1 topic
  24. Description Logics2▲ 27×2 topics
  25. Neural Networks1▲ 2.1×12 topics
  26. Answer Set Programming1▲ 60×1 topic
  27. Modal Logic1▲ 37×1 topic
  28. Sensitivity Analysis1▲ 17×2 topics
  29. Dimensionality Reduction1▲ 30×2 topics
  30. Fault Detection1▲ 15×2 topics
  31. Analytics1▲ 32×1 topic
  32. Association Rules1▲ 52×1 topic
  33. Business Intelligence1▲ 32×1 topic
  34. Frequent Patterns1▲ 52×1 topic
  35. Time Series1▲ 19×2 topics

Which research topics does Hugin Expert (Denmark) publish most on?

By volume in 2022-now: Bayesian Modeling and Causal Inference, Human-Automation Interaction and Safety, Risk and Safety Analysis and Healthcare Technology and Patient Monitoring.

Bayesian Modeling and Ca…1Bayesian Modeling and Causal Inference: 1 fractional worksHuman-Automation Interaction and Safety: 0 fractional worksRisk and Safety Analysis0Risk and Safety Analysis: 0 fractional worksHealthcare Technology an…0Healthcare Technology and Patient Monitoring: 0 fractional worksPluripotent Stem Cells Research: 0 fractional worksTissue Engineering and Regenerative Medicine: 0 fractional worksCRISPR and Genetic Engin…0CRISPR and Genetic Engineering: 0 fractional worksChemistry and Chemical Engineering: 0 fractional worksPharmaceutical and Antibiotic Environmental Impacts: 0 fractional worksSemantic Web and Ontologies: 0 fractional works
Artificial IntelligenceSocial PsychologyStatistics, Probability and UncertaintySurgery3 others

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

  1. 1 Bayesian Modeling and Causal Inference Artificial Intelligence 1 works
  2. 2 Human-Automation Interaction and Safety Social Psychology 0 works
  3. 3 Risk and Safety Analysis Statistics, Probability and Uncertainty 0 works
  4. 4 Healthcare Technology and Patient Monitoring Surgery 0 works
  5. 5 Pluripotent Stem Cells Research Molecular Biology 0 works
  6. 6 Tissue Engineering and Regenerative Medicine Surgery 0 works
  7. 7 CRISPR and Genetic Engineering Molecular Biology 0 works
  8. 8 Chemistry and Chemical Engineering Environmental Chemistry 0 works
  9. 9 Pharmaceutical and Antibiotic Environmental Impacts Pollution 0 works
  10. 10 Semantic Web and Ontologies Artificial Intelligence 0 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 available33.7%not open66.3%

World: 40% of research is openly available.

with international co-authors38.9%domestic only61.1%

World: 18% is written across borders.

How has Hugin Expert (Denmark)'s research output changed?

Output in 2022-2025 was 16% 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 Hugin Expert (Denmark) as a percentage of every work published that year, 0.000040% in 2024.

still counting0.00010%0.00020%0.00030%Hugin Expert (Denmark)0.000041% in 20251990200020102020

Fractional works of Hugin Expert (Denmark) over all fractional works that year. How the balance of science has shifted.

Other research institutions in Aalborg

All research institutions in Aalborg

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners have tabs of their own, above.

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