Natalia Díaz-Rodríguez
Natalia Díaz-Rodríguez publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Biomedical Engineering, on topics such as Reinforcement Learning in Robotics, Explainable Artificial Intelligence (XAI) and Artificial Intelligence in Healthcare and Education.
- World rank
- #166,415 of 1,633,909 ranked researchers
- Rank in Spain
- #2,929 of 45,870
- Works
- 30
- Citations
- 207
- Citations per work
- 6.9
What does Natalia Díaz-Rodríguez research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence41% of their works
- 2Computer Vision and Pattern Recognition10% of their works
- 3Biomedical Engineering8% of their works
- 4Health Informatics8% of their works
- 5Information Systems and Management5% of their works
- 6Information Systems3% of their works
Research topics
- Reinforcement Learning in Robotics
- Explainable Artificial Intelligence (XAI)
- Artificial Intelligence in Healthcare and Education
- Adversarial Robustness in Machine Learning
- Bayesian Modeling and Causal Inference
- Domain Adaptation and Few-Shot Learning
- Scientific Computing and Data Management
- Cell Image Analysis Techniques
Which keywords describe Natalia Díaz-Rodríguez's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Machine Learning, Reinforcement Learning, Robotics, Interpretable Models, Machine Learning Interpretability and Artificial Intelligence.
- Bioimage Analysis
- Scientific Workflows
- Reproducibility
- Causal Inference
- Adversarial Examples
- Artificial Intelligence
- Interpretable Models
- Reinforcement Learning
- Neural Networks
- Deep Learning
- Machine Learning
- Robotics
- Machine Learning Interpretability
- Healthcare
- Bayesian Networks
- Domain Adaptation
- Robustness
- Transfer Learning
- High-Content Screening
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
- Deep Learning93 topics
- Neural Networks82 topics
- Machine Learning63 topics
- Reinforcement Learning61 topic
- Robotics61 topic
- Interpretable Models41 topic
- Machine Learning Interpretability41 topic
- Artificial Intelligence31 topic
- Healthcare31 topic
- Adversarial Examples21 topic
- Bayesian Networks21 topic
- Causal Inference21 topic
- Domain Adaptation21 topic
- Reproducibility21 topic
- Robustness21 topic
- Scientific Workflows21 topic
- Transfer Learning21 topic
- Bioimage Analysis11 topic
- High-Content Screening11 topic
Where does Natalia Díaz-Rodríguez work?
Natalia Díaz-Rodríguez's main affiliation in the publication record is Universidad de Granada, Spain.
How many publications and citations does Natalia Díaz-Rodríguez have?
Science Explorer counts 30 works and 207 citations for Natalia Díaz-Rodríguez, ranking #166,415 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.