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Researcher · Sony Computer Science Laboratories · Japan

Frank Nielsen

Frank Nielsen publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Statistics and Probability, on topics such as Statistical Mechanics and Entropy, Advanced Statistical Methods and Models and Bayesian Methods and Mixture Models.

ORCID 0000-0001-5728-0726 OpenAlex
World rank
#854,227
of 7,710,434 ranked researchers
Rank in Japan
#10,808
of 383,136
Works
456
Citations
7.6k
Citations per work
16.6
h-index
41
i10-index 137Top 2% in Artificial Intelligence
Frank Nielsen

What does Frank Nielsen research?

Frank Nielsen's work is mostly in Computer Science (42%), Mathematics (10%), Physics and Astronomy (9%).

Physical Sciences: 277 works · 60.7% of their workComputer Science: 192 works · 42.0% of their workArtificial Intelligence: 82 works · 17.9% of their workComputer Vision and Pattern Recognition: 69 works · 15.1% of their workSignal Processing: 21 works · 4.6% of their workComputational Theory and Mathematics: 20 works · 4.4% of their workMathematics: 44 works · 9.6% of their workStatistics and Probability: 44 works · 9.6% of their workPhysics and Astronomy: 41 works · 9.1% of their workStatistical and Nonlinear Physics: 41 works · 9.1% of their workEverything else: 179 works · 39.3% of their workTHEIR WORKFrank Nielsen456works
Physical Sciences61%

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 Science19242.0%
    2. Mathematics449.6%
    3. Physics and Astronomy419.1%
  2. Everything else17939.3%
  1. 1Artificial Intelligence18% of their works
  2. 2Computer Vision and Pattern Recognition15% of their works
  3. 3Statistics and Probability10% of their works
  4. 4Statistical and Nonlinear Physics9% of their works
  5. 5Signal Processing5% of their works
  6. 6Computational Theory and Mathematics4% of their works

Research topics

Which keywords describe Frank Nielsen's research?

The keywords of their largest research topics: Long-Range Interactions, Nonextensive Statistical Mechanics, Multicollinearity, Regression Analysis, Clustering, Mixture Models, Local Binary Patterns and Feature Matching.

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 17 words, with their numbers
  1. Long-Range Interactions1021 topic
  2. Nonextensive Statistical Mechanics1021 topic
  3. Multicollinearity711 topic
  4. Regression Analysis711 topic
  5. Clustering581 topic
  6. Mixture Models581 topic
  7. Local Binary Patterns542 topics
  8. Feature Matching341 topic
  9. Local Descriptors341 topic
  10. Geometric Morphometrics311 topic
  11. Morphological Integration311 topic
  12. Delaunay Triangulations301 topic
  13. Mesh Generation301 topic
  14. Content-Based Image Retrieval271 topic
  15. Dimensionality Reduction271 topic
  16. Face Recognition271 topic
  17. Shape Matching271 topic

Where does Frank Nielsen work?

Frank Nielsen's main affiliation in the publication record is Sony Computer Science Laboratories, Japan.

How many publications and citations does Frank Nielsen have?

OpenAlex counts 456 works and 7,590 citations for Frank Nielsen, an h-index of 41, ranking #854,227 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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