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Researcher · Simula Research Laboratory · Norway

Valeriya Naumova

Valeriya Naumova publishes mostly in Computer Vision and Pattern Recognition, Computational Mechanics and Mathematical Physics, on topics such as Sparse and Compressive Sensing Techniques, Numerical methods in inverse problems and Image and Signal Denoising Methods.

OpenAlex
World rank
#4,320,548
of 7,710,434 ranked researchers
Rank in Norway
#24,453
of 33,005
Works
48
Citations
398
Citations per work
8.3
h-index
11
i10-index 14Top 39% in Computer Vision and Pattern Recognition
Valeriya Naumova

What does Valeriya Naumova research?

Valeriya Naumova's work is mostly in Computer Science (22%), Mathematics (17%), Engineering (11%).

Physical Sciences: 24 works · 49.2% of their workComputer Science: 10 works · 21.5% of their workComputer Vision and Pattern Recognition: 7 works · 13.8% of their workArtificial Intelligence: 4 works · 7.7% of their workMathematics: 8 works · 16.9% of their workMathematical Physics: 4 works · 9.2% of their workApplied Mathematics: 4 works · 7.7% of their workEngineering: 5 works · 10.8% of their workComputational Mechanics: 5 works · 10.8% of their workEverything else: 22 works · 46.2% of their workHealth Sciences: 2 works · 4.6% of their workMedicine: 2 works · 4.6% of their workRadiology, Nuclear Medicine and Imaging: 2 works · 4.6% of their workTHEIR WORKValeriya Naumova48works
Physical Sciences49%Health Sciences5%

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 Science1021.5%
    2. Mathematics816.9%
    3. Engineering510.8%
  2. Everything else2246.2%
    1. Medicine24.6%
  1. 1Computer Vision and Pattern Recognition14% of their works
  2. 2Computational Mechanics11% of their works
  3. 3Mathematical Physics9% of their works
  4. 4Applied Mathematics8% of their works
  5. 5Artificial Intelligence8% of their works
  6. 6Radiology, Nuclear Medicine and Imaging5% of their works

Research topics

Which keywords describe Valeriya Naumova's research?

The keywords of their largest research topics: Convolutional Neural Networks, Deep Learning, Compressed Sensing, Sparse Representation, Inverse Problems, Regularization Methods, Image Denoising and Sparse Representations.

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 18 words, with their numbers
  1. Convolutional Neural Networks132 topics
  2. Deep Learning132 topics
  3. Compressed Sensing121 topic
  4. Sparse Representation121 topic
  5. Inverse Problems111 topic
  6. Regularization Methods111 topic
  7. Image Denoising91 topic
  8. Sparse Representations91 topic
  9. Diabetes51 topic
  10. Frames51 topic
  11. Hypoglycemia51 topic
  12. Singular Spectrum Analysis51 topic
  13. Total Least Squares51 topic
  14. Wavelets51 topic
  15. Contact Tracing Apps41 topic
  16. Digital Technologies41 topic
  17. Histopathology Images41 topic
  18. Medical Image Analysis41 topic

Where does Valeriya Naumova work?

Valeriya Naumova's main affiliation in the publication record is Simula Research Laboratory, Norway.

How many publications and citations does Valeriya Naumova have?

OpenAlex counts 48 works and 398 citations for Valeriya Naumova, an h-index of 11, ranking #4,320,548 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.

Discussion

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