Natalia Andrienko
Natalia Andrienko publishes mostly in Computer Vision and Pattern Recognition, Geography, Planning and Development and Signal Processing, on topics such as Data Visualization and Analytics, Geographic Information Systems Studies and Data Management and Algorithms.
- World rank
- #61,263 of 1,633,909 ranked researchers
- Rank in Germany
- #4,179 of 86,443
- Works
- 66
- Citations
- 477
- Citations per work
- 7.2
What does Natalia Andrienko research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computer Vision and Pattern Recognition27% of their works
- 2Geography, Planning and Development14% of their works
- 3Signal Processing13% of their works
- 4Artificial Intelligence13% of their works
- 5Transportation8% of their works
- 6Economics and Econometrics3% of their works
Research topics
Which keywords describe Natalia Andrienko's research?
The keywords of their largest research topics: Big Data, Information Visualization, Visual Analytics, Semantic Web, Geospatial Crowdsourcing, Volunteered Geographic Information, GPS Trajectories and Trajectory Data Mining.
- Unsupervised
- R language
- Ontology
- Dynamic Time Warping
- Time Series
- GPS Data
- Trajectory Data Mining
- Volunteered Geographic Information
- Semantic Web
- Information Visualization
- Big Data
- Visual Analytics
- Geospatial Crowdsourcing
- GPS Trajectories
- Deep Learning
- Human Mobility
- Clustering
- Linked Data
- Anomaly Detection
- Statistical 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.
All 20 words, with their numbers
- Big Data222 topics
- Information Visualization201 topic
- Visual Analytics201 topic
- Semantic Web162 topics
- Geospatial Crowdsourcing131 topic
- Volunteered Geographic Information131 topic
- GPS Trajectories81 topic
- Trajectory Data Mining81 topic
- Deep Learning62 topics
- GPS Data61 topic
- Human Mobility61 topic
- Time Series62 topics
- Clustering41 topic
- Dynamic Time Warping41 topic
- Linked Data31 topic
- Ontology31 topic
- Anomaly Detection21 topic
- R language21 topic
- Statistical Analysis21 topic
- Unsupervised21 topic
Where does Natalia Andrienko work?
Natalia Andrienko's main affiliation in the publication record is Fraunhofer Institute for Intelligent Analysis and Information Systems, Germany.
How many publications and citations does Natalia Andrienko have?
Science Explorer counts 66 works and 477 citations for Natalia Andrienko, ranking #61,263 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.