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Researcher · AST Products (United States) · United States

John G. Frayne

John G. Frayne publishes mostly in Computer Vision and Pattern Recognition, Electrical and Electronic Engineering and Signal Processing, on topics such as Music Technology and Sound Studies, Music and Audio Processing and Surface Roughness and Optical Measurements.

OpenAlex
World rank
#4,898,496
of 7,710,434 ranked researchers
Rank in United States
#1,277,626
of 1,627,098
Works
47
Citations
270
Citations per work
5.7
h-index
7
i10-index 5Top 69% in Computer Vision and Pattern Recognition
John G. Frayne

What does John G. Frayne research?

John G. Frayne's work is mostly in Computer Science (28%), Engineering (18%), Physics and Astronomy (6%).

Physical Sciences: 24 works · 52.0% of their workComputer Science: 13 works · 28.0% of their workComputer Vision and Pattern Recognition: 10 works · 22.0% of their workSignal Processing: 3 works · 6.0% of their workEngineering: 8 works · 18.0% of their workElectrical and Electronic Engineering: 5 works · 10.0% of their workBiomedical Engineering: 2 works · 4.0% of their workMechanics of Materials: 2 works · 4.0% of their workPhysics and Astronomy: 3 works · 6.0% of their workAtomic and Molecular Physics, and Optics: 3 works · 6.0% of their workEverything else: 23 works · 48.0% of their workTHEIR WORKJohn G. Frayne47works
Physical Sciences52%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science1328.0%
    2. Engineering818.0%
    3. Physics and Astronomy36.0%
  2. Everything else2348.0%
  1. 1Computer Vision and Pattern Recognition22% of their works
  2. 2Electrical and Electronic Engineering10% of their works
  3. 3Signal Processing6% of their works
  4. 4Atomic and Molecular Physics, and Optics6% of their works
  5. 5Mechanics of Materials4% of their works
  6. 6Biomedical Engineering4% of their works

Research topics

Which keywords describe John G. Frayne's research?

The keywords of their largest research topics: Interactive Evolutionary Computation, Music Generation, Deep Learning, Neural Networks, Audio Signal Classification, Music Information Retrieval, Color Constancy and Colorimetry.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 18 words, with their numbers
  1. Interactive Evolutionary Computation151 topic
  2. Music Generation151 topic
  3. Deep Learning62 topics
  4. Neural Networks52 topics
  5. Audio Signal Classification41 topic
  6. Music Information Retrieval41 topic
  7. Color Constancy31 topic
  8. Colorimetry31 topic
  9. Roughness Measurement31 topic
  10. Surface Characterization31 topic
  11. Backpropagation Learning21 topic
  12. Cognitive Decline21 topic
  13. Computer Graphics21 topic
  14. Fragmented Objects21 topic
  15. Hearing Loss21 topic
  16. Reconstruction21 topic
  17. Self-Organizing Maps21 topic
  18. Visualization21 topic

Where does John G. Frayne work?

John G. Frayne's main affiliation in the publication record is AST Products (United States), United States.

How many publications and citations does John G. Frayne have?

OpenAlex counts 47 works and 270 citations for John G. Frayne, an h-index of 7, ranking #4,898,496 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

Discussion

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