Lieven De Lathauwer
Lieven De Lathauwer publishes mostly in Signal Processing, Computational Mathematics and Artificial Intelligence, on topics such as Tensor decomposition and applications, Blind Source Separation Techniques and Sparse and Compressive Sensing Techniques.
- World rank
- #2,579 of 1,633,909 ranked researchers
- Rank in Belgium
- #20 of 18,604
- Works
- 113
- Citations
- 1.9k
- Citations per work
- 16.8
What does Lieven De Lathauwer research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Signal Processing24% of their works
- 2Computational Mathematics19% of their works
- 3Artificial Intelligence10% of their works
- 4Computational Mechanics10% of their works
- 5Computational Theory and Mathematics5% of their works
- 6Electrical and Electronic Engineering4% of their works
Research topics
- Tensor decomposition and applications
- Blind Source Separation Techniques
- Sparse and Compressive Sensing Techniques
- Speech and Audio Processing
- Computational Physics and Python Applications
- Matrix Theory and Algorithms
- Direction-of-Arrival Estimation Techniques
- Advanced Neuroimaging Techniques and Applications
Which keywords describe Lieven De Lathauwer's research?
The keywords of their largest research topics: Machine Learning, Sparse Representation, Multilinear Algebra, Tensor Decomposition, Blind Separation, Independent Component Analysis, Beamforming and Compressed Sensing.
- Direction-of-Arrival Estimation
- Array Processing
- Python
- Matrix Computations
- Audio-Visual Speech Recognition
- Compressed Sensing
- Independent Component Analysis
- Tensor Decomposition
- Sparse Representation
- Machine Learning
- Multilinear Algebra
- Blind Separation
- Beamforming
- Signal Recovery
- Speech Enhancement
- Numerical Linear Algebra
- Scientific Computing
- Diffusion MRI
- White Matter
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
- Machine Learning312 topics
- Sparse Representation292 topics
- Multilinear Algebra251 topic
- Tensor Decomposition251 topic
- Blind Separation191 topic
- Independent Component Analysis191 topic
- Beamforming132 topics
- Compressed Sensing101 topic
- Signal Recovery101 topic
- Audio-Visual Speech Recognition91 topic
- Speech Enhancement91 topic
- Matrix Computations61 topic
- Numerical Linear Algebra61 topic
- Python61 topic
- Scientific Computing61 topic
- Array Processing41 topic
- Diffusion MRI41 topic
- Direction-of-Arrival Estimation41 topic
- White Matter41 topic
Where does Lieven De Lathauwer work?
Lieven De Lathauwer's main affiliation in the publication record is KU Leuven, Belgium.
How many publications and citations does Lieven De Lathauwer have?
Science Explorer counts 113 works and 1,895 citations for Lieven De Lathauwer, ranking #2,579 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.
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