Yi Guo
Yi Guo publishes mostly in Artificial Intelligence, Signal Processing and Statistics and Probability, on topics such as Spectroscopy and Chemometric Analyses, AI in cancer detection and Anomaly Detection Techniques and Applications.
- World rank
- #1,210,305 of 1,633,909 ranked researchers
- Rank in Australia
- #29,129 of 35,497
- Works
- 26
- Citations
- 46
- Citations per work
- 1.8
What does Yi Guo research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence32% of their works
- 2Signal Processing13% of their works
- 3Statistics and Probability10% of their works
- 4Computer Vision and Pattern Recognition10% of their works
- 5Analytical Chemistry6% of their works
- 6Atomic and Molecular Physics, and Optics6% of their works
Research topics
- Spectroscopy and Chemometric Analyses
- AI in cancer detection
- Anomaly Detection Techniques and Applications
- Blind Source Separation Techniques
- Spectroscopy Techniques in Biomedical and Chemical Research
- Adversarial Robustness in Machine Learning
- Advanced Graph Neural Networks
- Bayesian Methods and Mixture Models
Which keywords describe Yi Guo's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Neural Networks, Anomaly Detection, Blind Separation, Histopathology Images, Independent Component Analysis and Medical Image Analysis.
- Raman Spectroscopy
- Knowledge Graph Embedding
- Graph Neural Networks
- Adversarial Examples
- Near-Infrared Spectroscopy
- Medical Image Analysis
- Histopathology Images
- Anomaly Detection
- Machine Learning
- Deep Learning
- Neural Networks
- Blind Separation
- Independent Component Analysis
- Multivariate Calibration
- Unsupervised
- Clustering
- Infrared Spectroscopy
- Mixture Models
- 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 19 words, with their numbers
- Deep Learning64 topics
- Machine Learning32 topics
- Neural Networks32 topics
- Anomaly Detection21 topic
- Blind Separation21 topic
- Histopathology Images21 topic
- Independent Component Analysis21 topic
- Medical Image Analysis21 topic
- Multivariate Calibration21 topic
- Near-Infrared Spectroscopy21 topic
- Unsupervised21 topic
- Adversarial Examples11 topic
- Clustering11 topic
- Graph Neural Networks11 topic
- Infrared Spectroscopy11 topic
- Knowledge Graph Embedding11 topic
- Mixture Models11 topic
- Raman Spectroscopy11 topic
- Robustness11 topic
Where does Yi Guo work?
Yi Guo's main affiliation in the publication record is Western Sydney University, Australia.
How many publications and citations does Yi Guo have?
Science Explorer counts 26 works and 46 citations for Yi Guo, ranking #1,210,305 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 Yi Guo
- yi-guo-stevens-institute-of-technology
- yi-guo-university-of-florida
- yi-guo-commonwealth-scientific-and-industrial-research-organisation
- yi-guo-national-laboratory-of-the-rockies
- yi-guo-tianjin-university-of-traditional-chinese-medicine
- yi-guo-fudan-university
- yi-guo-east-china-university-of-science-and-technology
- yi-guo-second-affiliated-hospital-of-zhejiang-university
- yi-guo-university-of-manchester
- yi-guo-huazhong-university-of-science-and-technology
- yi-guo-xian-jiaotong-university
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