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Researcher · Bangor University · United Kingdom

Ludmila I. Kuncheva

Ludmila I. Kuncheva publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Molecular Biology, on topics such as Fuzzy Logic and Control Systems, Data Stream Mining Techniques and Machine Learning and Data Classification.

ORCID 0000-0002-0415-6964 OpenAlex
World rank
#45,371
of 1,633,909 ranked researchers
Rank in United Kingdom
#4,305
of 90,785
Works
48
Citations
444
Citations per work
9.3

What does Ludmila I. Kuncheva research?

Artificial Intelligence: 39.6%Computer Vision and Pattern Recognition: 15.1%Molecular Biology: 5.7%Biomedical Engineering: 3.8%other fields: 35.8%40%top field
Artificial Intelligence39.6%Computer Vision and Pattern Recognition15.1%Molecular Biology5.7%Biomedical Engineering3.8%other fields35.8%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Artificial Intelligence40% of their works
  2. 2Computer Vision and Pattern Recognition15% of their works
  3. 3Molecular Biology6% of their works
  4. 4Biomedical Engineering4% of their works
  5. 5Ecology4% of their works
  6. 6Management Science and Operations Research4% of their works

Research topics

Which keywords describe Ludmila I. Kuncheva's research?

The keywords of their largest research topics: Machine Learning, Classification, Ensemble Methods, Deep Learning, Local Binary Patterns, Concept Drift, Data Streams and Fuzzy Logic Systems.

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 21 words, with their numbers
  1. Machine Learning93 topics
  2. Classification62 topics
  3. Ensemble Methods62 topics
  4. Deep Learning52 topics
  5. Local Binary Patterns52 topics
  6. Concept Drift41 topic
  7. Data Streams41 topic
  8. Fuzzy Logic Systems41 topic
  9. Type-2 Fuzzy Sets41 topic
  10. Active Learning31 topic
  11. Dimensionality Reduction31 topic
  12. Face Recognition31 topic
  13. Hyperparameter Optimization31 topic
  14. Imbalanced Data31 topic
  15. Noisy Labels31 topic
  16. SMOTE31 topic
  17. Semi-Supervised Learning31 topic
  18. Anomaly Detection21 topic
  19. Content-Based Image Retrieval21 topic
  20. Shape Matching21 topic
  21. Unsupervised21 topic

Where does Ludmila I. Kuncheva work?

Ludmila I. Kuncheva's main affiliation in the publication record is Bangor University, United Kingdom.

How many publications and citations does Ludmila I. Kuncheva have?

Science Explorer counts 48 works and 444 citations for Ludmila I. Kuncheva, ranking #45,371 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.

Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.