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Researcher · Carnegie Mellon University · United States

Tom M. Mitchell

Tom M. Mitchell publishes mostly in Artificial Intelligence, Cognitive Neuroscience and Public Health, Environmental and Occupational Health, on topics such as Topic Modeling, Natural Language Processing Techniques and Machine Learning and Algorithms.

ORCID 0000-0001-7373-0301 OpenAlex
World rank
#3,636
of 1,633,909 ranked researchers
Rank in United States
#1,692
of 358,040
Works
65
Citations
2.3k
Citations per work
35.1

What does Tom M. Mitchell research?

Artificial Intelligence: 52.1%Cognitive Neuroscience: 15.5%Public Health, Environmental and Occupational Health: 4.2%Education: 4.2%other fields: 24.0%52%top field
Artificial Intelligence52.1%Cognitive Neuroscience15.5%Public Health, Environmental and Occupational Health4.2%Education4.2%other fields24.0%

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

  1. 1Artificial Intelligence52% of their works
  2. 2Cognitive Neuroscience16% of their works
  3. 3Public Health, Environmental and Occupational Health4% of their works
  4. 4Education4% of their works
  5. 5Molecular Biology3% of their works
  6. 6Information Systems3% of their works

Research topics

Which keywords describe Tom M. Mitchell's research?

The keywords of their largest research topics: Neural Networks, Word Representation, Machine Learning, Active Learning, Neural Machine Translation, Semi-Supervised Learning, Statistical Machine Translation and Brain-Computer Interfaces.

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. Neural Networks71 topic
  2. Word Representation71 topic
  3. Machine Learning62 topics
  4. Active Learning41 topic
  5. Neural Machine Translation41 topic
  6. Semi-Supervised Learning41 topic
  7. Statistical Machine Translation41 topic
  8. Brain-Computer Interfaces31 topic
  9. EEG Analysis31 topic
  10. Functional Connectivity31 topic
  11. Heuristic Search31 topic
  12. Hyperparameter Optimization31 topic
  13. Noisy Labels31 topic
  14. Planning Systems31 topic
  15. Resting-State fMRI31 topic
  16. DNA Sequences21 topic
  17. Genomic Signal Processing21 topic

Where does Tom M. Mitchell work?

Tom M. Mitchell's main affiliation in the publication record is Carnegie Mellon University, United States.

How many publications and citations does Tom M. Mitchell have?

Science Explorer counts 65 works and 2,282 citations for Tom M. Mitchell, ranking #3,636 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.