Eibe Frank
Eibe Frank publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems, on topics such as Machine Learning and Data Classification, Data Mining Algorithms and Applications and Neural Networks and Applications.
- World rank
- #326,985 of 1,633,909 ranked researchers
- Rank in New Zealand
- #1,101 of 4,714
- Works
- 53
- Citations
- 313
- Citations per work
- 5.9
What does Eibe Frank research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence41% of their works
- 2Computer Vision and Pattern Recognition10% of their works
- 3Information Systems9% of their works
- 4Signal Processing4% of their works
- 5Hardware and Architecture3% of their works
- 6Computational Theory and Mathematics3% of their works
Research topics
Which keywords describe Eibe Frank's research?
The keywords of their largest research topics: Classification, Hyperparameter Optimization, Noisy Labels, Machine Learning, Data Mining, Frequent Patterns, Bayesian Networks and Causal Inference.
- Shape Matching
- SMOTE
- Neural Networks
- Granular Computing
- Content-Based Image Retrieval
- Causal Inference
- Frequent Patterns
- Machine Learning
- Hyperparameter Optimization
- Classification
- Noisy Labels
- Data Mining
- Bayesian Networks
- Concept Drift
- Data Streams
- Imbalanced Data
- Rough Sets
- Self-Organizing Maps
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 18 words, with their numbers
- Classification142 topics
- Hyperparameter Optimization111 topic
- Noisy Labels111 topic
- Machine Learning82 topics
- Data Mining51 topic
- Frequent Patterns51 topic
- Bayesian Networks31 topic
- Causal Inference31 topic
- Concept Drift31 topic
- Content-Based Image Retrieval31 topic
- Data Streams31 topic
- Granular Computing31 topic
- Imbalanced Data31 topic
- Neural Networks31 topic
- Rough Sets31 topic
- SMOTE31 topic
- Self-Organizing Maps31 topic
- Shape Matching31 topic
Where does Eibe Frank work?
Eibe Frank's main affiliation in the publication record is University of Waikato, New Zealand.
How many publications and citations does Eibe Frank have?
Science Explorer counts 53 works and 313 citations for Eibe Frank, ranking #326,985 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.