Dominik Soukup
Dominik Soukup publishes mostly in Artificial Intelligence, Computer Networks and Communications and Surgery, on topics such as Network Security and Intrusion Detection, Internet Traffic Analysis and Secure E-voting and Anomaly Detection Techniques and Applications.
- World rank
- #5,667,285 of 7,710,434 ranked researchers
- Rank in Czechia
- #21,498 of 39,303
- Works
- 21
- Citations
- 47
- Citations per work
- 2.2
What does Dominik Soukup research?
Dominik Soukup's work is mostly in Computer Science (80%), Medicine (6%), Engineering (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 Sciences1883.6%
- Computer Science1780.0%
- Engineering13.6%
- Everything else27.3%
- Health Sciences15.5%
- Medicine15.5%
- Social Sciences13.6%
- Decision Sciences13.6%
- 1Artificial Intelligence46% of their works
- 2Computer Networks and Communications31% of their works
- 3Surgery6% of their works
- 4Management Science and Operations Research4% of their works
- 5Control and Systems Engineering4% of their works
- 6Signal Processing4% of their works
Research topics
- Network Security and Intrusion Detection
- Internet Traffic Analysis and Secure E-voting
- Anomaly Detection Techniques and Applications
- Data Stream Mining Techniques
- Machine Learning and Data Classification
- Imbalanced Data Classification Techniques
- Advanced Malware Detection Techniques
- Smart Grid Security and Resilience
Which keywords describe Dominik Soukup's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Anomaly Detection, IoT Security, Classification, Intrusion Detection, Network Security and Encrypted Traffic.
- SMOTE
- Imbalanced Data
- Detection
- Android Malware
- Concept Drift
- Outlier Detection
- Encrypted Traffic
- Intrusion Detection
- IoT Security
- Machine Learning
- Deep Learning
- Anomaly Detection
- Classification
- Network Security
- Internet Traffic
- Unsupervised
- Data Streams
- Cyber-Physical Systems
- Hyperparameter Optimization
- Noisy Labels
- Smart Grid
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 21 words, with their numbers
- Deep Learning334 topics
- Machine Learning284 topics
- Anomaly Detection212 topics
- IoT Security162 topics
- Classification143 topics
- Intrusion Detection141 topic
- Network Security141 topic
- Encrypted Traffic101 topic
- Internet Traffic101 topic
- Outlier Detection71 topic
- Unsupervised71 topic
- Concept Drift31 topic
- Data Streams31 topic
- Android Malware21 topic
- Cyber-Physical Systems21 topic
- Detection21 topic
- Hyperparameter Optimization21 topic
- Imbalanced Data21 topic
- Noisy Labels21 topic
- SMOTE21 topic
- Smart Grid21 topic
Where does Dominik Soukup work?
Dominik Soukup's main affiliation in the publication record is Czech Technical University in Prague, Czechia.
How many publications and citations does Dominik Soukup have?
OpenAlex counts 21 works and 47 citations for Dominik Soukup, an h-index of 4, ranking #5,667,285 of 7,710,434 researchers worldwide on the quality 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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