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Researcher · Santa Fe Institute · United States

Melanie Mitchell

Melanie Mitchell publishes mostly in Computational Theory and Mathematics, Artificial Intelligence and Computer Vision and Pattern Recognition, on topics such as Cellular Automata and Applications, Evolutionary Algorithms and Applications and Computability, Logic, AI Algorithms.

ORCID 0000-0001-8881-3505 OpenAlex
World rank
#130,077
of 1,633,909 ranked researchers
Rank in United States
#55,486
of 358,040
Works
34
Citations
250
Citations per work
7.4

What does Melanie Mitchell research?

Computational Theory and Mathematics: 20.8%Artificial Intelligence: 20.8%Computer Vision and Pattern Recognition: 6.3%Political Science and International Relations: 4.2%other fields: 47.9%21%top field
Computational Theory and Mathematics20.8%Artificial Intelligence20.8%Computer Vision and Pattern Recognition6.3%Political Science and International Relations4.2%other fields47.9%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Computational Theory and Mathematics21% of their works
  2. 2Artificial Intelligence21% of their works
  3. 3Computer Vision and Pattern Recognition6% of their works
  4. 4Political Science and International Relations4% of their works
  5. 5Biomedical Engineering4% of their works
  6. 6Genetics4% of their works

Research topics

Which keywords describe Melanie Mitchell's research?

The keywords of their largest research topics: Cellular Automata, Computation, Fractal Dimension, Genetic Programming, Machine Learning, Algorithmic Information Theory, Computability and Deep Learning.

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.

All 19 words, with their numbers
  1. Cellular Automata61 topic
  2. Computation61 topic
  3. Fractal Dimension62 topics
  4. Genetic Programming51 topic
  5. Machine Learning51 topic
  6. Algorithmic Information Theory41 topic
  7. Computability41 topic
  8. Deep Learning42 topics
  9. Medical Image Analysis42 topics
  10. Adaptation21 topic
  11. Critical Phenomena21 topic
  12. DNA Computing21 topic
  13. Evolution21 topic
  14. Graph Cuts21 topic
  15. Image Segmentation21 topic
  16. Molecular Computation21 topic
  17. Phase Transitions21 topic
  18. Spine Segmentation21 topic
  19. Vertebrae Detection21 topic

Where does Melanie Mitchell work?

Melanie Mitchell's main affiliation in the publication record is Santa Fe Institute, United States.

How many publications and citations does Melanie Mitchell have?

Science Explorer counts 34 works and 250 citations for Melanie Mitchell, ranking #130,077 of 1,633,909 researchers worldwide on the composite score.

Ranked on field-normalised 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 are in the interactive view on the map. Is this your page? Request a correction or removal.