Guoxu Zhou
Guoxu Zhou publishes mostly in Computer Vision and Pattern Recognition, Signal Processing and Computational Mathematics, on topics such as Tensor decomposition and applications, Blind Source Separation Techniques and Sparse and Compressive Sensing Techniques.
- World rank
- #266,574 of 7,710,434 ranked researchers
- Rank in China
- #28,519 of 978,568
- Works
- 186
- Citations
- 8k
- Citations per work
- 42.8
What does Guoxu Zhou research?
Guoxu Zhou's work is mostly in Computer Science (41%), Mathematics (13%), Engineering (9%).
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 Sciences11662.3%
- Computer Science7640.6%
- Mathematics2412.7%
- Engineering179.0%
- Everything else5630.2%
- Life Sciences147.5%
- Neuroscience147.5%
- 1Computer Vision and Pattern Recognition17% of their works
- 2Signal Processing13% of their works
- 3Computational Mathematics13% of their works
- 4Artificial Intelligence10% of their works
- 5Computational Mechanics9% of their works
- 6Cognitive Neuroscience8% of their works
Research topics
- Tensor decomposition and applications
- Blind Source Separation Techniques
- Sparse and Compressive Sensing Techniques
- Advanced Neuroimaging Techniques and Applications
- EEG and Brain-Computer Interfaces
- Face and Expression Recognition
- Domain Adaptation and Few-Shot Learning
- Spectroscopy and Chemometric Analyses
Which keywords describe Guoxu Zhou's research?
The keywords of their largest research topics: Sparse Representation, Multilinear Algebra, Tensor Decomposition, Blind Separation, Independent Component Analysis, Compressed Sensing, Signal Recovery and Diffusion MRI.
- Multivariate Calibration
- Domain Adaptation
- Dimensionality Reduction
- Brain-Computer Interfaces
- Diffusion MRI
- Compressed Sensing
- Blind Separation
- Multilinear Algebra
- Sparse Representation
- Tensor Decomposition
- Independent Component Analysis
- Signal Recovery
- White Matter
- EEG Analysis
- Face Recognition
- Transfer Learning
- Near-Infrared Spectroscopy
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 17 words, with their numbers
- Sparse Representation1133 topics
- Multilinear Algebra681 topic
- Tensor Decomposition681 topic
- Blind Separation511 topic
- Independent Component Analysis511 topic
- Compressed Sensing421 topic
- Signal Recovery421 topic
- Diffusion MRI261 topic
- White Matter261 topic
- Brain-Computer Interfaces251 topic
- EEG Analysis251 topic
- Dimensionality Reduction201 topic
- Face Recognition201 topic
- Domain Adaptation161 topic
- Transfer Learning161 topic
- Multivariate Calibration151 topic
- Near-Infrared Spectroscopy151 topic
Where does Guoxu Zhou work?
Guoxu Zhou's main affiliation in the publication record is Guangdong University of Technology, China.
How many publications and citations does Guoxu Zhou have?
OpenAlex counts 186 works and 7,956 citations for Guoxu Zhou, an h-index of 39, ranking #266,574 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.
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