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David Heckerman

David Heckerman publishes mostly in Artificial Intelligence, Statistics and Probability and Molecular Biology, on topics such as Bayesian Modeling and Causal Inference, vaccines and immunoinformatics approaches and HIV Research and Treatment.

World rank
#3,679
of 1,633,909 ranked researchers
Rank in United States
#1,708
of 358,040
Works
83
Citations
1.5k
Citations per work
18.0

What does David Heckerman research?

Artificial Intelligence: 33.3%Statistics and Probability: 10.4%Molecular Biology: 9.4%Immunology: 7.3%other fields: 39.6%33%top field
Artificial Intelligence33.3%Statistics and Probability10.4%Molecular Biology9.4%Immunology7.3%other fields39.6%

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

  1. 1Artificial Intelligence33% of their works
  2. 2Statistics and Probability10% of their works
  3. 3Molecular Biology9% of their works
  4. 4Immunology7% of their works
  5. 5Genetics5% of their works
  6. 6Computer Vision and Pattern Recognition5% of their works

Research topics

Which keywords describe David Heckerman's research?

The keywords of their largest research topics: Bayesian Networks, Causal Inference, AIDS, Epitope Prediction, HIV, Peptide-MHC Binding, Answer Set Programming and Heuristic Search.

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 16 words, with their numbers
  1. Bayesian Networks161 topic
  2. Causal Inference161 topic
  3. AIDS41 topic
  4. Epitope Prediction41 topic
  5. HIV41 topic
  6. Peptide-MHC Binding41 topic
  7. Answer Set Programming31 topic
  8. Heuristic Search31 topic
  9. Modal Logic31 topic
  10. Planning Systems31 topic
  11. Regularization31 topic
  12. Variable Selection31 topic
  13. Genetic Variation21 topic
  14. Genome-Wide Association21 topic
  15. NK Cell Recognition21 topic
  16. Natural Killer Cells21 topic

Where does David Heckerman work?

David Heckerman's main affiliation in the publication record is Microsoft (United States), United States.

How many publications and citations does David Heckerman have?

Science Explorer counts 83 works and 1,497 citations for David Heckerman, ranking #3,679 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.