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Researcher · Santa Fe Institute · United States

Melanie S. Mitchell

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

ORCID 0000-0001-8881-3505 OpenAlex
World rank
#114,656
of 7,710,434 ranked researchers
Rank in United States
#43,705
of 1,627,098
Works
199
Citations
20k
Citations per work
101.8
h-index
47
i10-index 93Top 1.3% in Artificial Intelligence
Melanie S. Mitchell

What does Melanie S. Mitchell research?

Melanie S. Mitchell's work is mostly in Computer Science (50%), Biochemistry, Genetics and Molecular Biology (7%), Social Sciences (4%).

Physical Sciences: 99 works · 49.5% of their workComputer Science: 99 works · 49.5% of their workArtificial Intelligence: 59 works · 29.5% of their workComputational Theory and Mathematics: 26 works · 12.9% of their workComputer Vision and Pattern Recognition: 14 works · 7.1% of their workEverything else: 79 works · 39.7% of their workLife Sciences: 15 works · 7.3% of their workBiochemistry, Genetics and Molecular Biology: 15 works · 7.3% of their workMolecular Biology: 9 works · 4.4% of their workGenetics: 6 works · 2.9% of their workSocial Sciences: 7 works · 3.5% of their workSocial Sciences: 7 works · 3.5% of their workSociology and Political Science: 7 works · 3.5% of their workTHEIR WORKMelanie S.Mitchell199works
Life Sciences7%Physical Sciences50%Social Sciences4%

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 Science9949.5%
  2. Everything else7939.7%
    1. Biochemistry, Genetics and Molecular Biology157.3%
    1. Social Sciences73.5%
  1. 1Artificial Intelligence30% of their works
  2. 2Computational Theory and Mathematics13% of their works
  3. 3Computer Vision and Pattern Recognition7% of their works
  4. 4Molecular Biology4% of their works
  5. 5Sociology and Political Science4% of their works
  6. 6Genetics3% of their works

Research topics

Which keywords describe Melanie S. Mitchell's research?

The keywords of their largest research topics: Evolutionary Algorithms, Genetic Programming, Machine Learning, Cellular Automata, Computation, Algorithmic Information Theory, Computability and Differential Evolution.

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 17 words, with their numbers
  1. Evolutionary Algorithms682 topics
  2. Genetic Programming481 topic
  3. Machine Learning481 topic
  4. Cellular Automata311 topic
  5. Computation311 topic
  6. Algorithmic Information Theory261 topic
  7. Computability261 topic
  8. Differential Evolution201 topic
  9. Particle Swarm Optimization201 topic
  10. Neural Networks131 topic
  11. Word Representation131 topic
  12. Altruism111 topic
  13. Cooperation111 topic
  14. Adaptation101 topic
  15. Evolution101 topic
  16. DNA Computing91 topic
  17. Molecular Computation91 topic

Where does Melanie S. Mitchell work?

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

How many publications and citations does Melanie S. Mitchell have?

OpenAlex counts 199 works and 20,255 citations for Melanie S. Mitchell, an h-index of 47, ranking #114,656 of 7,710,434 researchers worldwide on the quality 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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