Fredrik Heintz
Fredrik Heintz publishes mostly in Artificial Intelligence, Signal Processing and Computer Vision and Pattern Recognition, on topics such as Logic, Reasoning, and Knowledge, Reinforcement Learning in Robotics and Semantic Web and Ontologies.
- World rank
- #153,895 of 1,633,909 ranked researchers
- Rank in Sweden
- #2,006 of 16,333
- Works
- 45
- Citations
- 217
- Citations per work
- 4.8
What does Fredrik Heintz research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence44% of their works
- 2Signal Processing8% of their works
- 3Computer Vision and Pattern Recognition6% of their works
- 4Computational Theory and Mathematics6% of their works
- 5Computer Networks and Communications6% of their works
- 6Management Science and Operations Research6% of their works
Research topics
Which keywords describe Fredrik Heintz's research?
The keywords of their largest research topics: Deep Learning, Description Logics, Knowledge Representation, Multi-Agent Systems, Answer Set Programming, Modal Logic, Neural Networks and Reinforcement Learning.
- Semantic Web Services
- Multiobjective Optimization
- Interpretable Models
- Argumentation Frameworks
- Time Series
- Ontology
- Reinforcement Learning
- Modal Logic
- Multi-Agent Systems
- Description Logics
- Deep Learning
- Knowledge Representation
- Answer Set Programming
- Neural Networks
- Clustering
- Semantic Web
- Agent-Based Modeling
- Evolutionary Algorithms
- Machine Learning Interpretability
- QoS-Aware Middleware
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 Learning72 topics
- Description Logics72 topics
- Knowledge Representation72 topics
- Multi-Agent Systems62 topics
- Answer Set Programming41 topic
- Modal Logic41 topic
- Neural Networks41 topic
- Reinforcement Learning41 topic
- Clustering31 topic
- Ontology31 topic
- Semantic Web31 topic
- Time Series31 topic
- Agent-Based Modeling21 topic
- Argumentation Frameworks21 topic
- Evolutionary Algorithms21 topic
- Interpretable Models21 topic
- Machine Learning Interpretability21 topic
- Multiobjective Optimization21 topic
- QoS-Aware Middleware21 topic
- Semantic Web Services21 topic
Where does Fredrik Heintz work?
Fredrik Heintz's main affiliation in the publication record is Linköping University, Sweden.
How many publications and citations does Fredrik Heintz have?
Science Explorer counts 45 works and 217 citations for Fredrik Heintz, ranking #153,895 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.