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Researcher · VinUniversity · Vietnam

Khoa D. Doan

Khoa D. Doan publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems, on topics such as Adversarial Robustness in Machine Learning, Multimodal Machine Learning Applications and Domain Adaptation and Few-Shot Learning.

ORCID 0000-0002-1610-8206 OpenAlex
World rank
#1,349,152
of 7,710,434 ranked researchers
Rank in Vietnam
#1,037
of 12,105
Works
80
Citations
375
Citations per work
4.7
h-index
10
i10-index 10Top 42% in Artificial Intelligence
Khoa D. Doan

What does Khoa D. Doan research?

Khoa D. Doan's work is mostly in Computer Science (85%), Neuroscience (2%).

Physical Sciences: 68 works · 84.8% of their workComputer Science: 68 works · 84.8% of their workArtificial Intelligence: 40 works · 49.4% of their workComputer Vision and Pattern Recognition: 20 works · 24.9% of their workInformation Systems: 4 works · 4.6% of their workSignal Processing: 3 works · 3.4% of their workComputer Networks and Communications: 2 works · 2.5% of their workEverything else: 11 works · 13.5% of their workLife Sciences: 1 works · 1.7% of their workNeuroscience: 1 works · 1.7% of their workCognitive Neuroscience: 1 works · 1.7% of their workTHEIR WORKKhoa D. Doan80works
Life Sciences2%Physical Sciences85%

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 Science6884.8%
  2. Everything else1113.5%
    1. Neuroscience11.7%
  1. 1Artificial Intelligence49% of their works
  2. 2Computer Vision and Pattern Recognition25% of their works
  3. 3Information Systems5% of their works
  4. 4Signal Processing3% of their works
  5. 5Computer Networks and Communications2% of their works
  6. 6Cognitive Neuroscience2% of their works

Research topics

Which keywords describe Khoa D. Doan's research?

The keywords of their largest research topics: Deep Learning, Neural Networks, Representation Learning, Semi-Supervised Learning, Unsupervised Learning, Adversarial Examples, Image Captioning and Robustness.

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 21 words, with their numbers
  1. Deep Learning716 topics
  2. Neural Networks564 topics
  3. Representation Learning333 topics
  4. Semi-Supervised Learning262 topics
  5. Unsupervised Learning232 topics
  6. Adversarial Examples171 topic
  7. Image Captioning171 topic
  8. Robustness171 topic
  9. Visual Question Answering171 topic
  10. Domain Adaptation161 topic
  11. Transfer Learning161 topic
  12. Machine Translation151 topic
  13. Word Representation151 topic
  14. Feature Matching121 topic
  15. Local Descriptors121 topic
  16. Graph Neural Networks101 topic
  17. Knowledge Graph Embedding101 topic
  18. Convolutional Neural Networks81 topic
  19. Image Recognition81 topic
  20. Generative Adversarial Networks71 topic
  21. Image Synthesis71 topic

Where does Khoa D. Doan work?

Khoa D. Doan's main affiliation in the publication record is VinUniversity, Vietnam.

How many publications and citations does Khoa D. Doan have?

OpenAlex counts 80 works and 375 citations for Khoa D. Doan, an h-index of 10, ranking #1,349,152 of 7,710,434 researchers worldwide on the quality 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 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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