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Researcher · Istanbul Technical University · Türkiye

Müjde Güzelkaya

Müjde Güzelkaya publishes mostly in Control and Systems Engineering, Artificial Intelligence and Mechanical Engineering, on topics such as Advanced Control Systems Design, Fuzzy Logic and Control Systems and Neural Networks and Applications.

ORCID 0000-0002-4150-4278 OpenAlex
World rank
#586,113
of 1,633,909 ranked researchers
Rank in Türkiye
#2,678
of 17,160
Works
29
Citations
81
Citations per work
2.8

What does Müjde Güzelkaya research?

Control and Systems Engineering: 63.2%Artificial Intelligence: 28.9%Mechanical Engineering: 2.6%Modeling and Simulation: 2.6%other fields: 2.7%63%top field
Control and Systems Engineering63.2%Artificial Intelligence28.9%Mechanical Engineering2.6%Modeling and Simulation2.6%other fields2.7%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Control and Systems Engineering63% of their works
  2. 2Artificial Intelligence29% of their works
  3. 3Mechanical Engineering3% of their works
  4. 4Modeling and Simulation3% of their works
  5. 5Statistics and Probability3% of their works

Research topics

Which keywords describe Müjde Güzelkaya's research?

The keywords of their largest research topics: Stability Analysis, PID Controller, Fractional Order Control, Model Reduction, Machine Learning, Fuzzy Logic Systems, Type-2 Fuzzy Sets and Neural Networks.

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 22 words, with their numbers
  1. Stability Analysis122 topics
  2. PID Controller112 topics
  3. Fractional Order Control91 topic
  4. Model Reduction91 topic
  5. Machine Learning82 topics
  6. Fuzzy Logic Systems71 topic
  7. Type-2 Fuzzy Sets71 topic
  8. Neural Networks62 topics
  9. Real-time Optimization62 topics
  10. Backpropagation Learning41 topic
  11. Internet of Things42 topics
  12. Self-Organizing Maps41 topic
  13. Extremum Seeking31 topic
  14. Model Predictive Control31 topic
  15. Nonlinear Control31 topic
  16. Optimization31 topic
  17. Monitoring System21 topic
  18. Neural Network21 topic
  19. PID Control21 topic
  20. Support Vector Machines21 topic
  21. Fault Detection11 topic
  22. Process Monitoring11 topic

Where does Müjde Güzelkaya work?

Müjde Güzelkaya's main affiliation in the publication record is Istanbul Technical University, Türkiye.

How many publications and citations does Müjde Güzelkaya have?

Science Explorer counts 29 works and 81 citations for Müjde Güzelkaya, ranking #586,113 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.