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Researcher · Beihang University · China

Guannan Liu

Guannan Liu publishes mostly in Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition, on topics such as Recommender Systems and Techniques, Forensic and Genetic Research and Neural Networks and Applications.

World rank
#111,132
of 1,633,909 ranked researchers
Rank in China
#3,709
of 187,979
Works
32
Citations
227
Citations per work
7.1

What does Guannan Liu research?

Artificial Intelligence: 24.2%Information Systems: 15.2%Computer Vision and Pattern Recognition: 12.1%Sociology and Political Science: 6.1%other fields: 42.4%24%top field
Artificial Intelligence24.2%Information Systems15.2%Computer Vision and Pattern Recognition12.1%Sociology and Political Science6.1%other fields42.4%

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

  1. 1Artificial Intelligence24% of their works
  2. 2Information Systems15% of their works
  3. 3Computer Vision and Pattern Recognition12% of their works
  4. 4Sociology and Political Science6% of their works
  5. 5Statistical and Nonlinear Physics6% of their works
  6. 6Biomedical Engineering6% of their works

Research topics

Which keywords describe Guannan Liu's research?

The keywords of their largest research topics: Deep Learning, Neural Networks, Collaborative Filtering, Machine Learning, Matrix Factorization, Ancient DNA, Anomaly Detection and Backpropagation Learning.

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 19 words, with their numbers
  1. Deep Learning65 topics
  2. Neural Networks54 topics
  3. Collaborative Filtering21 topic
  4. Machine Learning22 topics
  5. Matrix Factorization21 topic
  6. Ancient DNA11 topic
  7. Anomaly Detection11 topic
  8. Backpropagation Learning11 topic
  9. Classification11 topic
  10. Genomic Analysis11 topic
  11. Internet Traffic11 topic
  12. Machine Translation11 topic
  13. Ontology11 topic
  14. Opinion Mining11 topic
  15. Self-Organizing Maps11 topic
  16. Semantic Web11 topic
  17. Sentiment Analysis11 topic
  18. Unsupervised11 topic
  19. Word Representation11 topic

Where does Guannan Liu work?

Guannan Liu's main affiliation in the publication record is Beihang University, China.

How many publications and citations does Guannan Liu have?

Science Explorer counts 32 works and 227 citations for Guannan Liu, ranking #111,132 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.

Other researchers named Guannan Liu

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