Peter Flach
Peter Flach publishes mostly in Artificial Intelligence, Information Systems and Computational Theory and Mathematics, on topics such as Machine Learning and Data Classification, Bayesian Modeling and Causal Inference and Explainable Artificial Intelligence (XAI).
- World rank
- #39,147 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #3,692 of 90,785
- Works
- 101
- Citations
- 834
- Citations per work
- 8.3
What does Peter Flach research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence52% of their works
- 2Information Systems9% of their works
- 3Computational Theory and Mathematics5% of their works
- 4Computer Vision and Pattern Recognition4% of their works
- 5Computer Networks and Communications2% of their works
- 6Developmental and Educational Psychology2% of their works
Research topics
Which keywords describe Peter Flach's research?
The keywords of their largest research topics: Deep Neural Networks, Classification, Hyperparameter Optimization, Noisy Labels, Bayesian Networks, Causal Inference, Data Mining and Frequent Patterns.
- Statistical Machine Translation
- Rough Sets
- Granular Computing
- SMOTE
- Machine Learning Interpretability
- Frequent Patterns
- Causal Inference
- Noisy Labels
- Classification
- Deep Neural Networks
- Hyperparameter Optimization
- Bayesian Networks
- Data Mining
- Interpretable Models
- Imbalanced Data
- Answer Set Programming
- Modal Logic
- Neural Machine Translation
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
- Deep Neural Networks162 topics
- Classification152 topics
- Hyperparameter Optimization91 topic
- Noisy Labels91 topic
- Bayesian Networks71 topic
- Causal Inference71 topic
- Data Mining71 topic
- Frequent Patterns71 topic
- Interpretable Models71 topic
- Machine Learning Interpretability71 topic
- Imbalanced Data61 topic
- SMOTE61 topic
- Answer Set Programming51 topic
- Granular Computing51 topic
- Modal Logic51 topic
- Rough Sets51 topic
- Neural Machine Translation31 topic
- Statistical Machine Translation31 topic
Where does Peter Flach work?
Peter Flach's main affiliation in the publication record is University of Bristol, United Kingdom.
How many publications and citations does Peter Flach have?
Science Explorer counts 101 works and 834 citations for Peter Flach, ranking #39,147 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.