Natalia Bakhtadze
Natalia Bakhtadze publishes mostly in Control and Systems Engineering, Computer Vision and Pattern Recognition and Electrical and Electronic Engineering, on topics such as Fault Detection and Control Systems, Advanced Data Processing Techniques and Image and Signal Denoising Methods.
- World rank
- #1,140,484 of 1,633,909 ranked researchers
- Rank in Russia
- #12,010 of 28,789
- Works
- 20
- Citations
- 17
- Citations per work
- 0.9
What does Natalia Bakhtadze research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Control and Systems Engineering52% of their works
- 2Computer Vision and Pattern Recognition10% of their works
- 3Electrical and Electronic Engineering10% of their works
- 4Artificial Intelligence10% of their works
- 5Applied Mathematics5% of their works
- 6Management Information Systems5% of their works
Research topics
Which keywords describe Natalia Bakhtadze's research?
The keywords of their largest research topics: Machine Learning, Fault Detection, Process Monitoring, Deep Learning, Fuzzy Controller, Redundant Transmission, Image Denoising and Model Predictive Control.
- Self-Organizing Maps
- Nonlinear Models
- Fuzzy Logic Systems
- Cyber-Physical-Social Systems
- Sparse Representations
- Model Predictive Control
- Redundant Transmission
- Deep Learning
- Fault Detection
- Machine Learning
- Process Monitoring
- Fuzzy Controller
- Image Denoising
- Optimization
- System Identification
- Decision Making
- Neural Networks
- Parameter Estimation
- Type-2 Fuzzy Sets
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 19 words, with their numbers
- Machine Learning63 topics
- Fault Detection41 topic
- Process Monitoring41 topic
- Deep Learning32 topics
- Fuzzy Controller31 topic
- Redundant Transmission31 topic
- Image Denoising21 topic
- Model Predictive Control21 topic
- Optimization21 topic
- Sparse Representations21 topic
- System Identification22 topics
- Cyber-Physical-Social Systems11 topic
- Decision Making11 topic
- Fuzzy Logic Systems11 topic
- Neural Networks11 topic
- Nonlinear Models11 topic
- Parameter Estimation11 topic
- Self-Organizing Maps11 topic
- Type-2 Fuzzy Sets11 topic
Where does Natalia Bakhtadze work?
Natalia Bakhtadze's main affiliation in the publication record is V. A. Trapeznikov Institute of Control Sciences, Russia.
How many publications and citations does Natalia Bakhtadze have?
Science Explorer counts 20 works and 17 citations for Natalia Bakhtadze, ranking #1,140,484 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.