Stefan Byttner
Stefan Byttner publishes mostly in Artificial Intelligence, Control and Systems Engineering and Automotive Engineering, on topics such as Fault Detection and Control Systems, Advanced Combustion Engine Technologies and Anomaly Detection Techniques and Applications.
- World rank
- #2,348,823 of 7,710,434 ranked researchers
- Rank in Sweden
- #30,314 of 71,437
- Works
- 68
- Citations
- 941
- Citations per work
- 13.8
What does Stefan Byttner research?
Stefan Byttner's work is mostly in Computer Science (32%), Engineering (22%), Chemical Engineering (5%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences4159.9%
- Computer Science2232.3%
- Engineering1522.4%
- Chemical Engineering45.2%
- Everything else2740.1%
- 1Artificial Intelligence23% of their works
- 2Control and Systems Engineering17% of their works
- 3Automotive Engineering6% of their works
- 4Fluid Flow and Transfer Processes5% of their works
- 5Computer Vision and Pattern Recognition5% of their works
- 6Signal Processing4% of their works
Research topics
Which keywords describe Stefan Byttner's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Fault Detection, Process Monitoring, Time Series, Neural Networks, Chemical Kinetics and Combustion.
- Electronic Nose
- Type-2 Fuzzy Sets
- Fuel Consumption
- Self-Organizing Maps
- Unsupervised
- Clustering
- Combustion
- Neural Networks
- Process Monitoring
- Deep Learning
- Machine Learning
- Fault Detection
- Time Series
- Chemical Kinetics
- Anomaly Detection
- Dynamic Time Warping
- Backpropagation Learning
- Eco-Driving
- Fuzzy Logic Systems
- Breath Analysis
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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 20 words, with their numbers
- Machine Learning252 topics
- Deep Learning233 topics
- Fault Detection191 topic
- Process Monitoring191 topic
- Time Series162 topics
- Neural Networks152 topics
- Chemical Kinetics101 topic
- Combustion101 topic
- Anomaly Detection81 topic
- Clustering81 topic
- Dynamic Time Warping81 topic
- Unsupervised81 topic
- Backpropagation Learning71 topic
- Self-Organizing Maps71 topic
- Eco-Driving61 topic
- Fuel Consumption61 topic
- Fuzzy Logic Systems61 topic
- Type-2 Fuzzy Sets61 topic
- Breath Analysis51 topic
- Electronic Nose51 topic
Where does Stefan Byttner work?
Stefan Byttner's main affiliation in the publication record is Halmstad University, Sweden.
How many publications and citations does Stefan Byttner have?
OpenAlex counts 68 works and 941 citations for Stefan Byttner, an h-index of 15, ranking #2,348,823 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation 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.
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Discussion
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