Sangheum Hwang
Sangheum Hwang publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Radiology, Nuclear Medicine and Imaging, on topics such as Domain Adaptation and Few-Shot Learning, COVID-19 diagnosis using AI and Spectroscopy and Chemometric Analyses.
- World rank
- #841,753 of 1,633,909 ranked researchers
- Rank in South Korea
- #14,442 of 38,381
- Works
- 17
- Citations
- 65
- Citations per work
- 3.8
What does Sangheum Hwang research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence45% of their works
- 2Computer Vision and Pattern Recognition10% of their works
- 3Radiology, Nuclear Medicine and Imaging10% of their works
- 4Sociology and Political Science5% of their works
- 5Management Science and Operations Research5% of their works
- 6Transportation5% of their works
Research topics
Which keywords describe Sangheum Hwang's research?
The keywords of their largest research topics: Transfer Learning, Meta-Learning, Semi-Supervised Learning, Deep Learning, Domain Adaptation, Few-Shot Learning, COVID-19 and Evolutionary Algorithms.
- Particle Swarm Optimization
- Neural Machine Translation
- Multivariate Calibration
- K-means
- Differential Evolution
- Active Learning
- Evolutionary Algorithms
- Few-Shot Learning
- Deep Learning
- Meta-Learning
- Transfer Learning
- Semi-Supervised Learning
- Domain Adaptation
- COVID-19
- Medical Imaging
- Clustering Algorithms
- Hyperparameter Optimization
- Machine Learning
- Near-Infrared Spectroscopy
- Noisy Labels
- Statistical Machine Translation
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
- Transfer Learning52 topics
- Meta-Learning42 topics
- Semi-Supervised Learning42 topics
- Deep Learning32 topics
- Domain Adaptation31 topic
- Few-Shot Learning31 topic
- COVID-1921 topic
- Evolutionary Algorithms22 topics
- Medical Imaging21 topic
- Active Learning11 topic
- Clustering Algorithms11 topic
- Differential Evolution11 topic
- Hyperparameter Optimization11 topic
- K-means11 topic
- Machine Learning11 topic
- Multivariate Calibration11 topic
- Near-Infrared Spectroscopy11 topic
- Neural Machine Translation11 topic
- Noisy Labels11 topic
- Particle Swarm Optimization11 topic
- Statistical Machine Translation11 topic
Where does Sangheum Hwang work?
Sangheum Hwang's main affiliation in the publication record is Seoul National University of Science and Technology, South Korea.
How many publications and citations does Sangheum Hwang have?
Science Explorer counts 17 works and 65 citations for Sangheum Hwang, ranking #841,753 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.