Johan A. K. Suykens
Johan A. K. Suykens publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Control and Systems Engineering, on topics such as Neural Networks and Applications, Face and Expression Recognition and Control Systems and Identification.
- World rank
- #151,191 of 7,710,434 ranked researchers
- Rank in Belgium
- #1,059 of 67,186
- Works
- 819
- Citations
- 42k
- Citations per work
- 51.8
What does Johan A. K. Suykens research?
Johan A. K. Suykens's work is mostly in Computer Science (41%), Engineering (17%), Physics and Astronomy (6%).
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 Sciences52864.5%
- Computer Science33540.9%
- Engineering14017.1%
- Physics and Astronomy536.5%
- Everything else29135.5%
- 1Artificial Intelligence23% of their works
- 2Computer Vision and Pattern Recognition13% of their works
- 3Control and Systems Engineering12% of their works
- 4Statistical and Nonlinear Physics6% of their works
- 5Computational Mechanics5% of their works
- 6Computer Networks and Communications5% of their works
Research topics
Which keywords describe Johan A. K. Suykens's research?
The keywords of their largest research topics: Sparse Representation, Neural Networks, Backpropagation Learning, Self-Organizing Maps, Dimensionality Reduction, Face Recognition, Parameter Estimation and System Identification.
- Synchronization
- Independent Component Analysis
- Extreme Learning Machine
- Process Monitoring
- Signal Recovery
- System Identification
- Face Recognition
- Self-Organizing Maps
- Neural Networks
- Sparse Representation
- Backpropagation Learning
- Dimensionality Reduction
- Parameter Estimation
- Compressed Sensing
- Fault Detection
- Blind Separation
- Feedforward Networks
- Chimera States
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 18 words, with their numbers
- Sparse Representation3083 topics
- Neural Networks2422 topics
- Backpropagation Learning1951 topic
- Self-Organizing Maps1951 topic
- Dimensionality Reduction1601 topic
- Face Recognition1601 topic
- Parameter Estimation1041 topic
- System Identification1041 topic
- Compressed Sensing1011 topic
- Signal Recovery1011 topic
- Fault Detection871 topic
- Process Monitoring871 topic
- Blind Separation471 topic
- Extreme Learning Machine471 topic
- Feedforward Networks471 topic
- Independent Component Analysis471 topic
- Chimera States461 topic
- Synchronization461 topic
Where does Johan A. K. Suykens work?
Johan A. K. Suykens's main affiliation in the publication record is KU Leuven, Belgium.
How many publications and citations does Johan A. K. Suykens have?
OpenAlex counts 819 works and 42,450 citations for Johan A. K. Suykens, an h-index of 85, ranking #151,191 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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Discussion
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