Elena‐Lorena Hedrea
Elena‐Lorena Hedrea publishes mostly in Control and Systems Engineering, Artificial Intelligence and Aerospace Engineering, on topics such as Fuzzy Logic and Control Systems, Advanced Control Systems Optimization and Control Systems and Identification.
- World rank
- #1,054,535 of 1,633,909 ranked researchers
- Rank in Romania
- #1,669 of 4,540
- Works
- 22
- Citations
- 43
- Citations per work
- 2.0
What does Elena‐Lorena Hedrea 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 Engineering37% of their works
- 2Artificial Intelligence22% of their works
- 3Aerospace Engineering7% of their works
- 4Computational Theory and Mathematics4% of their works
- 5Computational Mechanics4% of their works
- 6Industrial and Manufacturing Engineering4% of their works
Research topics
- Fuzzy Logic and Control Systems
- Advanced Control Systems Optimization
- Control Systems and Identification
- Control and Dynamics of Mobile Robots
- Computational Physics and Python Applications
- Metaheuristic Optimization Algorithms Research
- Stochastic Gradient Optimization Techniques
- Numerical Methods and Algorithms
Which keywords describe Elena‐Lorena Hedrea's research?
The keywords of their largest research topics: System Identification, Constraint Handling, Machine Learning, Fuzzy Logic Systems, Model Predictive Control, Neural Networks, Optimization and Type-2 Fuzzy Sets.
- Stochastic Gradient Descent
- Random Projections
- Particle Swarm Optimization
- Floating-Point Arithmetic
- Trajectory Tracking
- Nonlinear Models
- Type-2 Fuzzy Sets
- Neural Networks
- Fuzzy Logic Systems
- Constraint Handling
- System Identification
- Machine Learning
- Model Predictive Control
- Optimization
- Adaptive Control
- Parameter Estimation
- Differential Evolution
- Interval Analysis
- Python
- Scientific Computing
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
- System Identification52 topics
- Constraint Handling42 topics
- Machine Learning42 topics
- Fuzzy Logic Systems31 topic
- Model Predictive Control31 topic
- Neural Networks32 topics
- Optimization31 topic
- Type-2 Fuzzy Sets31 topic
- Adaptive Control21 topic
- Nonlinear Models21 topic
- Parameter Estimation21 topic
- Trajectory Tracking21 topic
- Differential Evolution11 topic
- Floating-Point Arithmetic11 topic
- Interval Analysis11 topic
- Particle Swarm Optimization11 topic
- Python11 topic
- Random Projections11 topic
- Scientific Computing11 topic
- Stochastic Gradient Descent11 topic
Where does Elena‐Lorena Hedrea work?
Elena‐Lorena Hedrea's main affiliation in the publication record is Polytechnic University of Timişoara, Romania.
How many publications and citations does Elena‐Lorena Hedrea have?
Science Explorer counts 22 works and 43 citations for Elena‐Lorena Hedrea, ranking #1,054,535 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.
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