Science Explorer Interactive view Map
Company · Amherst · United States

Columbus McKinnon (United States)

cmworks.comROR OpenAlex
Research works
80
▼ 4% vs 2013–17
Citations
279
3.5 per fractional work
Top-10% rate
25.9%
record average 16.5%
Open access
8%
world 28%

Not ranked overall: Columbus McKinnon (United States) is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.

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.

Biochemistry, Genetics and Molecular Biology: 0.38× its world share, 0 worksBiochemistry, Geneti…Computer Science: 0.13× its world share, 0 worksComputer ScienceEngineering: 0.23× its world share, 0 worksEngineeringMaterials Science: 0.99× its world share, 0 worksMaterials ScienceMathematics: 4.90× its world share, 0 worksMathematicsPhysics and Astronomy: 1.56× its world share, 0 worksPhysics and AstronomyMedicine: 1.65× its world share, 1 worksMedicineArts and Humanities: 8.99× its world share, 0 worksArts and HumanitiesBusiness, Management and Accounting: 1.79× its world share, 0 worksBusiness, Management…Economics, Econometrics and Finance: 5.39× its world share, 0 worksEconomics, Econometr…Social Sciences: 0.46× its world share, 0 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Arts and Humanities, 9.0×. Every wedge is a field page.

Who are the top researchers at Columbus McKinnon (United States)?

Ranked on the composite score, Warren A. Keller lead among researchers whose main affiliation is Columbus McKinnon (United States).

  1. 1 Warren A. Keller United States · #1,364,699 worldwide 0 citations · 20 works
All ranked researchers at Columbus McKinnon (United States)

Which keywords describe research at Columbus McKinnon (United States)?

By fractional works in all years, weighted toward what it does more of than the world: Neural Networks, Spectral Imaging, Deep Learning, Color Constancy, Colorimetry, Image Processing, Astronomical Instrumentation and Spectrograph.

▲ 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. Neural Networks9▲ 10×4 topics
  2. Deep Learning8▲ 4.7×9 topics
  3. Spectral Imaging7▲ 130×2 topics
  4. Color Constancy6▲ 311×1 topic
  5. Colorimetry6▲ 311×1 topic
  6. Image Processing4▲ 14×4 topics
  7. Machine Learning3▲ 1.50×6 topics
  8. Astronomical Instrumentation2▲ 57×1 topic
  9. Spectrograph2▲ 57×1 topic
  10. Texture Analysis2▲ 18×2 topics
  11. Backpropagation Learning2▲ 28×1 topic
  12. Machine Vision2▲ 13×3 topics
  13. Self-Organizing Maps2▲ 28×1 topic
  14. Wavelet Transform2▲ 13×2 topics
  15. Data Citation2▲ 65×2 topics
  16. Colonialism2▲ 4.2×3 topics
  17. Contrast Enhancement2▲ 83×1 topic
  18. Dehazing2▲ 83×1 topic
  19. Depth Estimation2▲ 22×2 topics
  20. Exercise2▲ 14×2 topics
  21. Radio Astronomy2▲ 57×2 topics
  22. Microscopy2▲ 31×2 topics
  23. Medical Image Analysis1▲ 14×2 topics
  24. Simulation1▲ 5.3×2 topics
  25. Adaptive Optics1▲ 82×1 topic
  26. Computer Graphics1▲ 51×1 topic
  27. Data Sharing1▲ 83×1 topic
  28. Digital Media1▲ 16×2 topics
  29. Graph Cuts1▲ 43×1 topic
  30. Image Segmentation1▲ 22×1 topic
  31. Organizational Culture1▲ 6.0×2 topics
  32. Politics1▲ 6.1×2 topics
  33. Scientific Data Management1▲ 107×1 topic
  34. Space Policy1▲ 118×1 topic
  35. Space Tourism1▲ 118×1 topic
  36. Statistical Analysis1▲ 12×2 topics
  37. Visualization1▲ 29×1 topic
  38. Wavefront Sensing1▲ 82×1 topic
  39. Model Selection1▲ 11×2 topics
  40. Aesthetic Perception1▲ 116×1 topic

Which research topics does Columbus McKinnon (United States) publish most on?

By volume in 2022–2025: Digital and Traditional Archives Management, Reproductive Health and Technologies, Assisted Reproductive Technology and Twin Pregnancy and Ovarian function and disorders.

Digital and Traditional …0Digital and Traditional Archives Management: 0 fractional worksReproductive Health and …0Reproductive Health and Technologies: 0 fractional worksAssisted Reproductive Te…0Assisted Reproductive Technology and Twin Pregnancy: 0 fractional worksOvarian function and dis…0Ovarian function and disorders: 0 fractional worksPharmaceutical Economics and Policy: 0 fractional worksInnovation Policy and R&D: 0 fractional worksCOVID-19 epidemiological studies: 0 fractional worksNuclear reactor physics and engineering: 0 fractional worksIntellectual Property and Patents: 0 fractional worksCOVID-19 and healthcare impacts: 0 fractional works
ConservationReproductive MedicinePediatrics, Perinatology and Child HealthEconomics and Econometrics4 others

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

  1. 1 Digital and Traditional Archives Management Conservation 0 works
  2. 2 Reproductive Health and Technologies Reproductive Medicine 0 works
  3. 3 Assisted Reproductive Technology and Twin Pregnancy Pediatrics, Perinatology and Child Health 0 works
  4. 4 Ovarian function and disorders Reproductive Medicine 0 works
  5. 5 Pharmaceutical Economics and Policy Economics and Econometrics 0 works
  6. 6 Innovation Policy and R&D Economics and Econometrics 0 works
  7. 7 COVID-19 epidemiological studies Modeling and Simulation 0 works
  8. 8 Nuclear reactor physics and engineering Aerospace Engineering 0 works
  9. 9 Intellectual Property and Patents Management of Technology and Innovation 0 works
  10. 10 COVID-19 and healthcare impacts Oncology 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 available8.2%not open91.8%

World: 28% of research is openly available.

with international co-authors9.0%domestic only91.0%

World: 19% is written across borders.

How has Columbus McKinnon (United States)'s research output changed?

Output in 2018–2022 was 4% lower than in 2013–2017.

200020102020
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 Amherst

All research institutions in Amherst

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.