Sławomir Nowaczyk
Sławomir Nowaczyk publishes mostly in Artificial Intelligence, Control and Systems Engineering and Electrical and Electronic Engineering, on topics such as Anomaly Detection Techniques and Applications, Fault Detection and Control Systems and Time Series Analysis and Forecasting.
- World rank
- #1,436,282 of 7,710,434 ranked researchers
- Rank in Sweden
- #18,544 of 71,437
- Works
- 194
- Citations
- 2k
- Citations per work
- 10.5
What does Sławomir Nowaczyk research?
Sławomir Nowaczyk's work is mostly in Computer Science (42%), Engineering (15%), Decision Sciences (4%).
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 Sciences10956.0%
- Computer Science8141.5%
- Engineering2814.5%
- Everything else7840.1%
- Social Sciences83.9%
- Decision Sciences83.9%
- 1Artificial Intelligence34% of their works
- 2Control and Systems Engineering10% of their works
- 3Electrical and Electronic Engineering4% of their works
- 4Signal Processing4% of their works
- 5Management Science and Operations Research4% of their works
- 6Computer Vision and Pattern Recognition4% of their works
Research topics
Which keywords describe Sławomir Nowaczyk's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Time Series, Machine Learning, Anomaly Detection, Unsupervised, Fault Detection and Process Monitoring.
- Semantic Web
- Self-Organizing Maps
- Backpropagation Learning
- Noisy Labels
- Fault Diagnosis
- Dynamic Time Warping
- Process Monitoring
- Unsupervised
- Machine Learning
- Neural Networks
- Deep Learning
- Time Series
- Anomaly Detection
- Fault Detection
- Clustering
- Empirical Mode Decomposition
- Hyperparameter Optimization
- Agent-Based Modeling
- Multi-Agent Systems
- Ontology
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
- Deep Learning704 topics
- Neural Networks523 topics
- Time Series462 topics
- Machine Learning392 topics
- Anomaly Detection281 topic
- Unsupervised281 topic
- Fault Detection251 topic
- Process Monitoring251 topic
- Clustering181 topic
- Dynamic Time Warping181 topic
- Empirical Mode Decomposition141 topic
- Fault Diagnosis141 topic
- Hyperparameter Optimization121 topic
- Noisy Labels121 topic
- Agent-Based Modeling101 topic
- Backpropagation Learning101 topic
- Multi-Agent Systems101 topic
- Self-Organizing Maps101 topic
- Ontology91 topic
- Semantic Web91 topic
Where does Sławomir Nowaczyk work?
Sławomir Nowaczyk's main affiliation in the publication record is Halmstad University, Sweden.
How many publications and citations does Sławomir Nowaczyk have?
OpenAlex counts 194 works and 2,036 citations for Sławomir Nowaczyk, an h-index of 23, ranking #1,436,282 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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