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.
- 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?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence40% of their works
- 2Computer Vision and Pattern Recognition15% of their works
- 3Molecular Biology6% of their works
- 4Biomedical Engineering4% of their works
- 5Ecology4% of their works
- 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.
- Shape Matching
- Anomaly Detection
- SMOTE
- Imbalanced Data
- Face Recognition
- Active Learning
- Fuzzy Logic Systems
- Concept Drift
- Deep Learning
- Classification
- Machine Learning
- Ensemble Methods
- Local Binary Patterns
- Data Streams
- Type-2 Fuzzy Sets
- Dimensionality Reduction
- Hyperparameter Optimization
- Noisy Labels
- Semi-Supervised Learning
- Content-Based Image Retrieval
- Unsupervised
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
- Machine Learning93 topics
- Classification62 topics
- Ensemble Methods62 topics
- Deep Learning52 topics
- Local Binary Patterns52 topics
- Concept Drift41 topic
- Data Streams41 topic
- Fuzzy Logic Systems41 topic
- Type-2 Fuzzy Sets41 topic
- Active Learning31 topic
- Dimensionality Reduction31 topic
- Face Recognition31 topic
- Hyperparameter Optimization31 topic
- Imbalanced Data31 topic
- Noisy Labels31 topic
- SMOTE31 topic
- Semi-Supervised Learning31 topic
- Anomaly Detection21 topic
- Content-Based Image Retrieval21 topic
- Shape Matching21 topic
- 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.