Junwon Seo
Junwon Seo publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Automotive Engineering, on topics such as Autonomous Vehicle Technology and Safety, Anomaly Detection Techniques and Applications and Robotic Path Planning Algorithms.
- World rank
- #2,325,960 of 7,710,434 ranked researchers
- Rank in South Korea
- #30,858 of 162,609
- Works
- 16
- Citations
- 157
- Citations per work
- 9.8
What does Junwon Seo research?
Junwon Seo's work is mostly in Computer Science (62%), Engineering (22%), Medicine (2%).
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
- Physical Sciences1484.4%
- Computer Science1062.2%
- Engineering422.2%
- Everything else213.4%
- Health Sciences02.2%
- Medicine02.2%
- 1Artificial Intelligence38% of their works
- 2Computer Vision and Pattern Recognition24% of their works
- 3Automotive Engineering11% of their works
- 4Aerospace Engineering7% of their works
- 5Control and Systems Engineering4% of their works
- 6Family Practice2% of their works
Research topics
Which keywords describe Junwon Seo's research?
The keywords of their largest research topics: Deep Learning, Autonomous Vehicles, Collision Avoidance, Machine Learning, Image Classification, Neural Networks, Driver Assistance Systems and Trajectory Prediction.
- Word Representation
- Machine Translation
- Interpretable Models
- Unsupervised
- SLAM
- Image Recognition
- Anomaly Detection
- Trajectory Prediction
- Neural Networks
- Machine Learning
- Autonomous Vehicles
- Deep Learning
- Collision Avoidance
- Image Classification
- Driver Assistance Systems
- 3D Mapping
- Convolutional Neural Networks
- Optimal Motion Planning
- Sampling-Based Algorithms
- Active Learning
- Machine Learning Interpretability
- Semi-Supervised 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. 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 22 words, with their numbers
- Deep Learning124 topics
- Autonomous Vehicles72 topics
- Collision Avoidance72 topics
- Machine Learning62 topics
- Image Classification52 topics
- Neural Networks52 topics
- Driver Assistance Systems41 topic
- Trajectory Prediction41 topic
- 3D Mapping31 topic
- Anomaly Detection31 topic
- Convolutional Neural Networks31 topic
- Image Recognition31 topic
- Optimal Motion Planning31 topic
- SLAM31 topic
- Sampling-Based Algorithms31 topic
- Unsupervised31 topic
- Active Learning21 topic
- Interpretable Models21 topic
- Machine Learning Interpretability21 topic
- Machine Translation21 topic
- Semi-Supervised Learning21 topic
- Word Representation21 topic
Where does Junwon Seo work?
Junwon Seo's main affiliation in the publication record is Agency for Defense Development, South Korea.
How many publications and citations does Junwon Seo have?
OpenAlex counts 16 works and 157 citations for Junwon Seo, an h-index of 6, ranking #2,325,960 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 Junwon Seo
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Discussion
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