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Researcher · KU Leuven · Belgium

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 Matrix Theory and Algorithms.

ORCID 0000-0001-5562-5014 OpenAlex
World rank
#865,857
of 7,710,434 ranked researchers
Rank in Belgium
#7,937
of 67,186
Works
410
Citations
19k
Citations per work
46.0
h-index
55
i10-index 134Top 0.4% in Signal Processing
Lieven De Lathauwer

What does Lieven De Lathauwer research?

Lieven De Lathauwer's work is mostly in Computer Science (39%), Mathematics (20%), Engineering (9%).

Physical Sciences: 280 works · 68.3% of their workComputer Science: 161 works · 39.2% of their workSignal Processing: 89 works · 21.6% of their workArtificial Intelligence: 46 works · 11.2% of their workComputational Theory and Mathematics: 26 works · 6.4% of their workMathematics: 82 works · 20.0% of their workComputational Mathematics: 82 works · 20.0% of their workEngineering: 37 works · 9.1% of their workComputational Mechanics: 37 works · 9.1% of their workEverything else: 118 works · 28.9% of their workHealth Sciences: 11 works · 2.8% of their workMedicine: 11 works · 2.8% of their workRadiology, Nuclear Medicine and Imaging: 11 works · 2.8% of their workTHEIR WORKLieven DeLathauwer410works
Physical Sciences68%Health Sciences3%

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
    1. Computer Science16139.2%
    2. Mathematics8220.0%
    3. Engineering379.1%
  2. Everything else11828.9%
    1. Medicine112.8%
  1. 1Signal Processing22% of their works
  2. 2Computational Mathematics20% of their works
  3. 3Artificial Intelligence11% of their works
  4. 4Computational Mechanics9% of their works
  5. 5Computational Theory and Mathematics6% of their works
  6. 6Radiology, Nuclear Medicine and Imaging3% of their works

Research topics

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, Deep Learning and Neural Networks.

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 20 words, with their numbers
  1. Machine Learning2642 topics
  2. Sparse Representation2352 topics
  3. Multilinear Algebra2191 topic
  4. Tensor Decomposition2191 topic
  5. Blind Separation1841 topic
  6. Independent Component Analysis1841 topic
  7. Deep Learning562 topics
  8. Neural Networks562 topics
  9. Matrix Computations521 topic
  10. Numerical Linear Algebra521 topic
  11. Compressed Sensing511 topic
  12. Signal Recovery511 topic
  13. Adaptive Filtering461 topic
  14. Non-Gaussian Signal Processing461 topic
  15. Python451 topic
  16. Scientific Computing451 topic
  17. Backpropagation Learning301 topic
  18. Self-Organizing Maps301 topic
  19. Audio-Visual Speech Recognition261 topic
  20. Speech Enhancement261 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?

OpenAlex counts 410 works and 18,845 citations for Lieven De Lathauwer, an h-index of 55, ranking #865,857 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.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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