Krzysztof Czarnecki
Krzysztof Czarnecki publishes mostly in Artificial Intelligence, Information Systems and Software, on topics such as Advanced Software Engineering Methodologies, Service-Oriented Architecture and Web Services and Model-Driven Software Engineering Techniques.
- World rank
- #23,765 of 1,633,909 ranked researchers
- Rank in Canada
- #677 of 38,960
- Works
- 85
- Citations
- 907
- Citations per work
- 10.7
What does Krzysztof Czarnecki research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence28% of their works
- 2Information Systems20% of their works
- 3Software12% of their works
- 4Computer Networks and Communications6% of their works
- 5Automotive Engineering5% of their works
- 6Computer Vision and Pattern Recognition4% of their works
Research topics
- Advanced Software Engineering Methodologies
- Service-Oriented Architecture and Web Services
- Model-Driven Software Engineering Techniques
- Software Engineering Research
- Software System Performance and Reliability
- Autonomous Vehicle Technology and Safety
- Adversarial Robustness in Machine Learning
- Anomaly Detection Techniques and Applications
Which keywords describe Krzysztof Czarnecki's research?
The keywords of their largest research topics: Autonomic Computing, Self-Adaptive Systems, Machine Learning, Deep Learning, QoS-Aware Middleware, Semantic Web Services, Domain-Specific Languages and Model-Driven Engineering.
- Unsupervised
- Robustness
- Trajectory Prediction
- Log Analysis
- Neural Networks
- Code Clone Detection
- Model-Driven Engineering
- Semantic Web Services
- Deep Learning
- Self-Adaptive Systems
- Autonomic Computing
- Machine Learning
- QoS-Aware Middleware
- Domain-Specific Languages
- Anomaly Detection
- Refactoring
- Autonomous Vehicles
- Performance Prediction
- Adversarial Examples
- Outlier Detection
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
- Autonomic Computing221 topic
- Self-Adaptive Systems221 topic
- Machine Learning213 topics
- Deep Learning153 topics
- QoS-Aware Middleware151 topic
- Semantic Web Services151 topic
- Domain-Specific Languages121 topic
- Model-Driven Engineering121 topic
- Anomaly Detection102 topics
- Code Clone Detection101 topic
- Refactoring101 topic
- Neural Networks92 topics
- Autonomous Vehicles61 topic
- Log Analysis61 topic
- Performance Prediction61 topic
- Trajectory Prediction61 topic
- Adversarial Examples51 topic
- Robustness51 topic
- Outlier Detection41 topic
- Unsupervised41 topic
Where does Krzysztof Czarnecki work?
Krzysztof Czarnecki's main affiliation in the publication record is University of Waterloo, Canada.
How many publications and citations does Krzysztof Czarnecki have?
Science Explorer counts 85 works and 907 citations for Krzysztof Czarnecki, ranking #23,765 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.
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