Science Explorer Back to mapMap
Discussion
Research facility · Aarhus · Denmark

Center for Massive Data Algorithmics

madalgo.au.dkROR OpenAlex
Research works
67
▼ 44% vs 2018-21
Citations
1.7k
25.9 per fractional work
Top-10% rate
3.1%
all institutions 10.0%
Open access
38%
world 40%
International
48%
world 18%
Center for Massive Data Algorithmics

Not ranked overall: Center for Massive Data Algorithmics 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 Center for Massive Data Algorithmics work in?

In all years, 87% of research at Center for Massive Data Algorithmics is in Physical Sciences, 8% in Life Sciences. Its largest fields are Computer Science (62%), Environmental Science (14%), Engineering (6%). It does 2.0× the world's share of Physical Sciences.

Physical Sciences: 59 fractional works · 87.5% of its workComputer Science: 42 fractional works · 61.9% of its workArtificial Intelligence: 11 fractional works · 15.8% of its workComputer Networks and Communications: 8 fractional works · 11.3% of its workComputational Theory and Mathematics: 7 fractional works · 10.9% of its workComputer Graphics and Computer-Aided Design: 6 fractional works · 9.0% of its workSignal Processing: 5 fractional works · 7.8% of its workComputer Vision and Pattern Recognition: 3 fractional works · 4.2% of its workInformation Systems: 1 fractional works · 1.8% of its workHardware and Architecture: 1 fractional works · 1.2% of its workEnvironmental Science: 9 fractional works · 13.9% of its workGlobal and Planetary Change: 2 fractional works · 3.3% of its workEcology: 2 fractional works · 3.0% of its workNature and Landscape Conservation: 2 fractional works · 2.5% of its workEnvironmental Engineering: 1 fractional works · 1.6% of its workWater Science and Technology: 1 fractional works · 1.1% of its workEcological Modeling: 1 fractional works · 1.1% of its workHealth, Toxicology and Mutagenesis: 1 fractional works · 0.8% of its workEnvironmental Chemistry: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.2% of its workEngineering: 4 fractional works · 5.8% of its workAerospace Engineering: 1 fractional works · 1.1% of its workComputational Mechanics: 1 fractional works · 1.1% of its workElectrical and Electronic Engineering: 1 fractional works · 1.1% of its workBiomedical Engineering: 0 fractional works · 0.7% of its workControl and Systems Engineering: 0 fractional works · 0.5% of its workOcean Engineering: 0 fractional works · 0.5% of its workCivil and Structural Engineering: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.5% of its workEarth and Planetary Sciences: 2 fractional works · 2.6% of its workPaleontology: 1 fractional works · 1.4% of its workAtmospheric Science: 0 fractional works · 0.7% of its workEarth-Surface Processes: 0 fractional works · 0.5% of its workMathematics: 2 fractional works · 2.4% of its workApplied Mathematics: 0 fractional works · 0.6% of its workAlgebra and Number Theory: 0 fractional works · 0.5% of its workMathematical Physics: 0 fractional works · 0.5% of its workDiscrete Mathematics and Combinatorics: 0 fractional works · 0.4% of its workNumerical Analysis: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.2% of its workPhysics and Astronomy: 0 fractional works · 0.7% of its workStatistical and Nonlinear Physics: 0 fractional works · 0.7% of its workChemistry: 0 fractional works · 0.1% of its workLife Sciences: 6 fractional works · 8.3% of its workBiochemistry, Genetics and Molecular Biology: 3 fractional works · 5.1% of its workMolecular Biology: 2 fractional works · 3.6% of its workGenetics: 1 fractional works · 1.5% of its workAgricultural and Biological Sciences: 2 fractional works · 2.3% of its workEcology, Evolution, Behavior and Systematics: 1 fractional works · 1.0% of its workPlant Science: 1 fractional works · 1.0% of its workForestry: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workNeuroscience: 0 fractional works · 0.5% of its workCognitive Neuroscience: 0 fractional works · 0.5% of its workImmunology and Microbiology: 0 fractional works · 0.3% of its workImmunology: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workSocial Sciences: 1 fractional works · 2.2% of its workSocial Sciences: 1 fractional works · 0.8% of its workGeography, Planning and Development: 0 fractional works · 0.7% of its workSmaller subfields together: 0 fractional works · 0.1% of its workPsychology: 0 fractional works · 0.6% of its workExperimental and Cognitive Psychology: 0 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.1% of its workDecision Sciences: 0 fractional works · 0.6% of its workManagement Science and Operations Research: 0 fractional works · 0.3% of its workInformation Systems and Management: 0 fractional works · 0.3% of its workArts and Humanities: 0 fractional works · 0.2% of its workHealth Sciences: 1 fractional works · 2.0% of its workMedicine: 1 fractional works · 1.2% of its workCardiology and Cardiovascular Medicine: 0 fractional works · 0.5% of its workPublic Health, Environmental and Occupational Health: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.4% of its workHealth Professions: 1 fractional works · 0.9% of its workSpeech and Hearing: 0 fractional works · 0.5% of its workGeneral Health Professions: 0 fractional works · 0.4% of its workALL ITS WORKCenter forMassive Data…67fractional works, all years
Life Sciences8%Physical Sciences87%Health Sciences2%Social Sciences2%

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 17 fields, with their numbers
    1. Computer Science4261.9%
    2. Environmental Science913.9%
    3. Engineering45.8%
    4. Earth and Planetary Sciences22.6%
    5. Mathematics22.4%
    6. Physics and Astronomy00.7%
    7. Chemistry00.1%
    1. Biochemistry, Genetics and Molecular Biology35.1%
    2. Agricultural and Biological Sciences22.3%
    3. Neuroscience00.5%
    4. Immunology and Microbiology00.3%
    1. Social Sciences10.8%
    2. Psychology00.6%
    3. Decision Sciences00.6%
    4. Arts and Humanities00.2%
    1. Medicine11.2%
    2. Health Professions10.9%
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.

Immunology and Microbiology: 4.65× its world share, 0 worksImmunology and Micro…Neuroscience: 5.77× its world share, 0 worksNeuroscienceComputer Science: 2.58× its world share, 1 worksComputer ScienceEngineering: 1.56× its world share, 1 worksEngineeringEnvironmental Science: 3.30× its world share, 1 worksEnvironmental ScienceMathematics: 2.27× its world share, 0 worksMathematicsMedicine: 0.73× its world share, 0 worksMedicinePsychology: 3.07× its world share, 0 worksPsychology1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Neuroscience, 5.8×. Every wedge is a field page.

All 8 fields, with their numbers
  1. Neuroscience5.77×0 works
  2. Immunology and Microbiology4.65×0 works
  3. Environmental Science3.30×1 works
  4. Psychology3.07×0 works
  5. Computer Science2.58×1 works
  6. Mathematics2.27×0 works
  7. Engineering1.56×1 works
  8. Medicine0.73×0 works

What are the most cited papers from Center for Massive Data Algorithmics?

The most cited paper from Center for Massive Data Algorithmics is "The Influence of Late Quaternary Climate-Change Velocity on Species Endemism" (Brody Sandel, Lars Arge, Bo Dalsgaard et al., 2011), with 941 citations. Next come "Residential green space in childhood is associated with lower risk of psychiatric disorders from adolescence into adulthood" (677) and "Functional trait space and the latitudinal diversity gradient" (439).

Most cited papers
#PaperReleasedCitations
1 The Influence of Late Quaternary Climate-Change Velocity on Species Endemism Brody Sandel, Lars Arge, Bo Dalsgaard et al. · Science 7 Oct 2011 941
2 Residential green space in childhood is associated with lower risk of psychiatric disorders from adolescence into adulthood Kristine Engemann, Carsten Bøcker Pedersen, Lars Arge et al. · Proceedings of the National Academy of Sciences Open access 25 Feb 2019 677
3 Functional trait space and the latitudinal diversity gradient Christine A. Lamanna et al. · Proceedings of the National Academy of Sciences Open access 15 Sep 2014 439
4 Specialization of Mutualistic Interaction Networks Decreases toward Tropical Latitudes Matthias Schleuning et al. · Current Biology Open access 13 Sep 2012 398
5 PhyloMeasures: a package for computing phylogenetic biodiversity measures and their statistical moments Constantinos Tsirogiannis, Brody Sandel · Ecography Open access 31 Jul 2015 245
All 58 most cited papers, with filters and sorting

Which keywords describe research at Center for Massive Data Algorithmics?

By fractional works in all years, weighted toward what it does more of than the world: Approximation Algorithms, Algorithms, Entropy, Compression, Suffix Arrays, Delaunay Triangulations, Mesh Generation and Clustering Algorithms.

▲ 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 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. Approximation Algorithms10▲ 161×4 topics
  2. Algorithms8▲ 263×2 topics
  3. Entropy8▲ 208×2 topics
  4. Compression7▲ 224×1 topic
  5. Suffix Arrays7▲ 312×1 topic
  6. Delaunay Triangulations6▲ 360×1 topic
  7. Mesh Generation6▲ 360×1 topic
  8. Clustering Algorithms5▲ 74×2 topics
  9. GPS Trajectories5▲ 156×1 topic
  10. Trajectory Data Mining5▲ 156×1 topic
  11. Climate Change5▲ 2.8×12 topics
  12. Machine Learning5▲ 3.3×13 topics
  13. Deep Learning4▲ 3.1×14 topics
  14. Algorithmic Applications4▲ 115×2 topics
  15. Biodiversity3▲ 6.3×6 topics
  16. Remote Sensing3▲ 4.3×6 topics
  17. Combinatorial Optimization3▲ 204×1 topic
  18. Complexity Theory3▲ 72×1 topic
  19. Global Change2▲ 12×3 topics
  20. Invasive Species2▲ 6.5×5 topics
  21. Hydrological Modeling2▲ 18×2 topics
  22. Mobile Robots2▲ 41×2 topics
  23. Ecosystem Services2▲ 9.3×6 topics
  24. Biomass Estimation2▲ 26×3 topics
  25. Habitat Fragmentation2▲ 9.6×2 topics
  26. Resource Allocation2▲ 12×2 topics
  27. AdWords Problem2▲ 110×1 topic
  28. Continuous Queries2▲ 62×1 topic
  29. Data Stream Management2▲ 62×1 topic
  30. Error-Correcting Codes2▲ 53×2 topics
  31. Genetic Algorithms2▲ 17×2 topics
  32. Online Algorithms2▲ 110×1 topic
  33. Automata2▲ 38×1 topic
  34. DNA Computing2▲ 155×1 topic
  35. Ecosystem2▲ 16×2 topics
  36. Flood Risk2▲ 49×1 topic
  37. Formal Languages2▲ 105×1 topic
  38. Molecular Computation2▲ 155×1 topic
  39. Surface Water Mapping2▲ 52×1 topic
  40. Fault Tolerance2▲ 11×2 topics

Which research topics does Center for Massive Data Algorithmics publish most on?

By volume in 2022-now: Computational Geometry and Mesh Generation, Emotion and Mood Recognition, Heart Rate Variability and Autonomic Control and Embodied and Extended Cognition.

Computational Geometry a…0Computational Geometry and Mesh Generation: 0 fractional worksEmotion and Mood Recogni…0Emotion and Mood Recognition: 0 fractional worksHeart Rate Variability a…0Heart Rate Variability and Autonomic Control: 0 fractional worksEmbodied and Extended Co…0Embodied and Extended Cognition: 0 fractional worksNon-Invasive Vital Sign Monitoring: 0 fractional worksDigital Image Processing Techniques: 0 fractional worksBiosimilars and Bioanaly…0Biosimilars and Bioanalytical Methods: 0 fractional worksHydrology and Watershed Management Studies: 0 fractional worksUrban Stormwater Management Solutions: 0 fractional worksPharmaceutical Quality a…0Pharmaceutical Quality and Counterfeiting: 0 fractional works
Computer Graphics and Computer-Aided DesignExperimental and Cognitive PsychologyCardiology and Cardiovascular MedicineCognitive Neuroscience6 others

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

  1. 1 Computational Geometry and Mesh Generation Computer Graphics and Computer-Aided Design 0 works
  2. 2 Emotion and Mood Recognition Experimental and Cognitive Psychology 0 works
  3. 3 Heart Rate Variability and Autonomic Control Cardiology and Cardiovascular Medicine 0 works
  4. 4 Embodied and Extended Cognition Cognitive Neuroscience 0 works
  5. 5 Non-Invasive Vital Sign Monitoring Biomedical Engineering 0 works
  6. 6 Digital Image Processing Techniques Computer Vision and Pattern Recognition 0 works
  7. 7 Biosimilars and Bioanalytical Methods Immunology 0 works
  8. 8 Hydrology and Watershed Management Studies Water Science and Technology 0 works
  9. 9 Urban Stormwater Management Solutions Environmental Engineering 0 works
  10. 10 Pharmaceutical Quality and Counterfeiting Public Health, Environmental and Occupational Health 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 available38.3%not open61.7%

World: 40% of research is openly available.

with international co-authors48.5%domestic only51.5%

World: 18% is written across borders.

How has Center for Massive Data Algorithmics's research output changed?

Output in 2022-2025 was 44% lower than in 2018-2021.

still counting20052010201520202025
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 Center for Massive Data Algorithmics as a percentage of every work published that year, 0.000015% in 2024.

still counting0.00010%0.00020%0.00030%Center for Massive Data Algorithmics0.000013% in 202520102020

Fractional works of Center for Massive Data Algorithmics over all fractional works that year. How the balance of science has shifted.

Other research institutions in Aarhus

All research institutions in Aarhus

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

Discussion

Ask a question or share a note about Center for Massive Data Algorithmics. Posts are plain text and can be reported.