Bernhard Pfahringer
Bernhard Pfahringer publishes mostly in Artificial Intelligence, Signal Processing and Computational Theory and Mathematics, on topics such as Data Stream Mining Techniques, Machine Learning and Data Classification and Anomaly Detection Techniques and Applications.
- World rank
- #109,945 of 1,633,909 ranked researchers
- Rank in New Zealand
- #297 of 4,714
- Works
- 79
- Citations
- 526
- Citations per work
- 6.7
What does Bernhard Pfahringer research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence60% of their works
- 2Signal Processing9% of their works
- 3Computational Theory and Mathematics4% of their works
- 4Computer Vision and Pattern Recognition4% of their works
- 5Hardware and Architecture3% of their works
- 6Molecular Biology2% of their works
Research topics
- Data Stream Mining Techniques
- Machine Learning and Data Classification
- Anomaly Detection Techniques and Applications
- Time Series Analysis and Forecasting
- Text and Document Classification Technologies
- Reinforcement Learning in Robotics
- Domain Adaptation and Few-Shot Learning
- Multimodal Machine Learning Applications
Which keywords describe Bernhard Pfahringer's research?
The keywords of their largest research topics: Deep Learning, Concept Drift, Data Streams, Meta-Learning, Hyperparameter Optimization, Neural Networks, Noisy Labels and Time Series.
- Visual Question Answering
- Robotics
- Image Captioning
- Text Classification
- Dynamic Time Warping
- Unsupervised
- Time Series
- Neural Networks
- Meta-Learning
- Concept Drift
- Deep Learning
- Data Streams
- Hyperparameter Optimization
- Noisy Labels
- Anomaly Detection
- Clustering
- Multi-label Learning
- Domain Adaptation
- Reinforcement Learning
- Transfer Learning
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 20 words, with their numbers
- Deep Learning194 topics
- Concept Drift161 topic
- Data Streams161 topic
- Meta-Learning162 topics
- Hyperparameter Optimization131 topic
- Neural Networks133 topics
- Noisy Labels131 topic
- Time Series132 topics
- Anomaly Detection71 topic
- Unsupervised71 topic
- Clustering61 topic
- Dynamic Time Warping61 topic
- Multi-label Learning41 topic
- Text Classification41 topic
- Domain Adaptation31 topic
- Image Captioning31 topic
- Reinforcement Learning31 topic
- Robotics31 topic
- Transfer Learning31 topic
- Visual Question Answering31 topic
Where does Bernhard Pfahringer work?
Bernhard Pfahringer's main affiliation in the publication record is University of Waikato, New Zealand.
How many publications and citations does Bernhard Pfahringer have?
Science Explorer counts 79 works and 526 citations for Bernhard Pfahringer, ranking #109,945 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.