Jilles Vreeken
Jilles Vreeken publishes mostly in Artificial Intelligence, Information Systems and Computational Theory and Mathematics, on topics such as Data Mining Algorithms and Applications, Bayesian Modeling and Causal Inference and Algorithms and Data Compression.
- World rank
- #352,676 of 1,633,909 ranked researchers
- Rank in Germany
- #21,072 of 86,443
- Works
- 66
- Citations
- 297
- Citations per work
- 4.5
What does Jilles Vreeken 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
- 2Information Systems21% of their works
- 3Computational Theory and Mathematics6% of their works
- 4Computer Networks and Communications6% of their works
- 5Statistics and Probability5% of their works
- 6Computer Vision and Pattern Recognition5% of their works
Research topics
Which keywords describe Jilles Vreeken's research?
The keywords of their largest research topics: Data Mining, Frequent Patterns, Bayesian Networks, Causal Inference, Compression, Continuous Queries, Data Stream Management and Suffix Arrays.
- Word Representation
- Knowledge Graph Embedding
- Rough Sets
- Interpretable Models
- Suffix Arrays
- Continuous Queries
- Causal Inference
- Frequent Patterns
- Data Mining
- Bayesian Networks
- Compression
- Data Stream Management
- Granular Computing
- Machine Learning Interpretability
- Graph Neural Networks
- Neural Networks
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 16 words, with their numbers
- Data Mining121 topic
- Frequent Patterns121 topic
- Bayesian Networks101 topic
- Causal Inference101 topic
- Compression51 topic
- Continuous Queries51 topic
- Data Stream Management51 topic
- Suffix Arrays51 topic
- Granular Computing41 topic
- Interpretable Models41 topic
- Machine Learning Interpretability41 topic
- Rough Sets41 topic
- Graph Neural Networks31 topic
- Knowledge Graph Embedding31 topic
- Neural Networks31 topic
- Word Representation31 topic
Where does Jilles Vreeken work?
Jilles Vreeken's main affiliation in the publication record is Max Planck Institute for Informatics, Germany.
How many publications and citations does Jilles Vreeken have?
Science Explorer counts 66 works and 297 citations for Jilles Vreeken, ranking #352,676 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.