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Researcher · The University of Melbourne · Australia

Dat Quoc Nguyen

Dat Quoc Nguyen publishes mostly in Artificial Intelligence, Molecular Biology and Information Systems, on topics such as Topic Modeling, Natural Language Processing Techniques and Biomedical Text Mining and Ontologies.

ORCID 0000-0001-8214-2878 OpenAlex
World rank
#442,402
of 7,710,434 ranked researchers
Rank in Australia
#15,471
of 140,210
Works
100
Citations
3.1k
Citations per work
31.4
h-index
25
i10-index 43Top 7.8% in Artificial Intelligence
Dat Quoc Nguyen

What does Dat Quoc Nguyen research?

Dat Quoc Nguyen's work is mostly in Computer Science (67%), Biochemistry, Genetics and Molecular Biology (7%), Business, Management and Accounting (2%).

Physical Sciences: 67 works · 66.8% of their workComputer Science: 67 works · 66.8% of their workArtificial Intelligence: 59 works · 58.7% of their workInformation Systems: 5 works · 4.8% of their workComputer Vision and Pattern Recognition: 3 works · 3.3% of their workEverything else: 21 works · 21.4% of their workLife Sciences: 7 works · 7.4% of their workBiochemistry, Genetics and Molecular Biology: 7 works · 7.4% of their workMolecular Biology: 7 works · 7.4% of their workSocial Sciences: 4 works · 4.4% of their workBusiness, Management and Accounting: 2 works · 2.2% of their workStrategy and Management: 2 works · 2.2% of their workDecision Sciences: 2 works · 2.2% of their workManagement Science and Operations Research: 2 works · 2.2% of their workTHEIR WORKDat Quoc Nguyen100works
Life Sciences7%Physical Sciences67%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 Science6766.8%
  2. Everything else2121.4%
    1. Biochemistry, Genetics and Molecular Biology77.4%
    1. Business, Management and Accounting22.2%
    2. Decision Sciences22.2%
  1. 1Artificial Intelligence59% of their works
  2. 2Molecular Biology7% of their works
  3. 3Information Systems5% of their works
  4. 4Computer Vision and Pattern Recognition3% of their works
  5. 5Management Science and Operations Research2% of their works
  6. 6Strategy and Management2% of their works

Research topics

Which keywords describe Dat Quoc Nguyen's research?

The keywords of their largest research topics: Neural Networks, Machine Translation, Word Representation, Neural Machine Translation, Statistical Machine Translation, Deep Learning, Data Integration and Semantic Web.

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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 20 words, with their numbers
  1. Neural Networks703 topics
  2. Machine Translation581 topic
  3. Word Representation581 topic
  4. Neural Machine Translation441 topic
  5. Statistical Machine Translation441 topic
  6. Deep Learning233 topics
  7. Data Integration212 topics
  8. Semantic Web212 topics
  9. Biomedical Ontologies141 topic
  10. Text Mining141 topic
  11. Graph Neural Networks111 topic
  12. Knowledge Graph Embedding111 topic
  13. Linked Data71 topic
  14. Ontology71 topic
  15. Acoustic Modeling61 topic
  16. Collaborative Filtering61 topic
  17. Deep Neural Networks61 topic
  18. Image Captioning61 topic
  19. Matrix Factorization61 topic
  20. Visual Question Answering61 topic

Where does Dat Quoc Nguyen work?

Dat Quoc Nguyen's main affiliation in the publication record is The University of Melbourne, Australia.

How many publications and citations does Dat Quoc Nguyen have?

OpenAlex counts 100 works and 3,139 citations for Dat Quoc Nguyen, an h-index of 25, ranking #442,402 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation 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.

Other researchers named Dat Quoc Nguyen

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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