Edwin Lughofer
Edwin Lughofer publishes mostly in Artificial Intelligence, Control and Systems Engineering and Computer Vision and Pattern Recognition, on topics such as Fuzzy Logic and Control Systems, Neural Networks and Applications and Data Stream Mining Techniques.
- World rank
- #204,655 of 1,633,909 ranked researchers
- Rank in Austria
- #1,509 of 10,230
- Works
- 83
- Citations
- 441
- Citations per work
- 5.3
What does Edwin Lughofer research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence59% of their works
- 2Control and Systems Engineering16% of their works
- 3Computer Vision and Pattern Recognition5% of their works
- 4Computational Theory and Mathematics4% of their works
- 5Mechanical Engineering4% of their works
- 6Statistics and Probability3% of their works
Research topics
Which keywords describe Edwin Lughofer's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Neural Networks, Fuzzy Logic Systems, Type-2 Fuzzy Sets, Backpropagation Learning, Self-Organizing Maps and Classification.
- Differential Evolution
- Hyperparameter Optimization
- Feature Selection
- Anomaly Detection
- Fault Detection
- Data Streams
- Classification
- Backpropagation Learning
- Fuzzy Logic Systems
- Deep Learning
- Machine Learning
- Neural Networks
- Type-2 Fuzzy Sets
- Self-Organizing Maps
- Concept Drift
- Evolutionary Algorithms
- Process Monitoring
- Unsupervised
- Genetic Programming
- Noisy Labels
- Particle Swarm Optimization
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 Learning283 topics
- Deep Learning202 topics
- Neural Networks202 topics
- Fuzzy Logic Systems141 topic
- Type-2 Fuzzy Sets141 topic
- Backpropagation Learning131 topic
- Self-Organizing Maps131 topic
- Classification102 topics
- Concept Drift101 topic
- Data Streams101 topic
- Evolutionary Algorithms92 topics
- Fault Detection91 topic
- Process Monitoring91 topic
- Anomaly Detection71 topic
- Unsupervised71 topic
- Feature Selection51 topic
- Genetic Programming51 topic
- Hyperparameter Optimization51 topic
- Noisy Labels51 topic
- Differential Evolution41 topic
- Particle Swarm Optimization41 topic
Where does Edwin Lughofer work?
Edwin Lughofer's main affiliation in the publication record is Johannes Kepler University of Linz, Austria.
How many publications and citations does Edwin Lughofer have?
Science Explorer counts 83 works and 441 citations for Edwin Lughofer, ranking #204,655 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.