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Researcher · University of Southern California · United States

Daniel Marcu

Daniel Marcu publishes mostly in Artificial Intelligence, Molecular Biology and Statistical and Nonlinear Physics, on topics such as Natural Language Processing Techniques, Topic Modeling and Speech and dialogue systems.

OpenAlex
World rank
#18,521
of 1,633,909 ranked researchers
Rank in United States
#8,803
of 358,040
Works
41
Citations
827
Citations per work
20.2

What does Daniel Marcu research?

Artificial Intelligence: 75.0%Molecular Biology: 11.1%Statistical and Nonlinear Physics: 2.8%Computer Networks and Communications: 2.8%other fields: 8.3%75%top field
Artificial Intelligence75.0%Molecular Biology11.1%Statistical and Nonlinear Physics2.8%Computer Networks and Communications2.8%other fields8.3%

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

  1. 1Artificial Intelligence75% of their works
  2. 2Molecular Biology11% of their works
  3. 3Statistical and Nonlinear Physics3% of their works
  4. 4Computer Networks and Communications3% of their works
  5. 5Language and Linguistics3% of their works
  6. 6Experimental and Cognitive Psychology3% of their works

Research topics

Which keywords describe Daniel Marcu's research?

The keywords of their largest research topics: Neural Machine Translation, Statistical Machine Translation, Neural Networks, Word Representation, Markov Decision Processes, Spoken Dialogue Systems, Biomedical Ontologies and Compression.

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. Neural Machine Translation101 topic
  2. Statistical Machine Translation101 topic
  3. Neural Networks81 topic
  4. Word Representation81 topic
  5. Markov Decision Processes41 topic
  6. Spoken Dialogue Systems41 topic
  7. Biomedical Ontologies31 topic
  8. Compression31 topic
  9. Suffix Arrays31 topic
  10. Text Mining31 topic
  11. Agent-Based Modeling21 topic
  12. Multi-Agent Systems21 topic
  13. Constraint Optimization11 topic
  14. Distributed Algorithms11 topic
  15. Protein11 topic
  16. Subcellular Localization11 topic

Where does Daniel Marcu work?

Daniel Marcu's main affiliation in the publication record is University of Southern California, United States.

How many publications and citations does Daniel Marcu have?

Science Explorer counts 41 works and 827 citations for Daniel Marcu, ranking #18,521 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.