Francisco Herrera
Francisco Herrera publishes mostly in Artificial Intelligence, Computational Theory and Mathematics and Management Science and Operations Research, on topics such as Fuzzy Logic and Control Systems, Multi-Criteria Decision Making and Machine Learning and Data Classification.
- World rank
- #517 of 1,633,909 ranked researchers
- Rank in Spain
- #6 of 45,870
- Works
- 311
- Citations
- 6.5k
- Citations per work
- 21.0
What does Francisco Herrera research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence50% of their works
- 2Computational Theory and Mathematics10% of their works
- 3Management Science and Operations Research8% of their works
- 4Information Systems4% of their works
- 5Statistics and Probability2% of their works
- 6Computer Vision and Pattern Recognition2% of their works
Research topics
Which keywords describe Francisco Herrera's research?
The keywords of their largest research topics: Classification, Machine Learning, Feature Selection, Evolutionary Algorithms, Fuzzy Logic Systems, Type-2 Fuzzy Sets, Analytic Hierarchy Process and TOPSIS.
- Self-Organizing Maps
- Particle Swarm Optimization
- SMOTE
- Imbalanced Data
- Symbolic Regression
- Noisy Labels
- TOPSIS
- Type-2 Fuzzy Sets
- Evolutionary Algorithms
- Machine Learning
- Classification
- Feature Selection
- Fuzzy Logic Systems
- Analytic Hierarchy Process
- Hyperparameter Optimization
- Genetic Programming
- Granular Computing
- Rough Sets
- Differential Evolution
- 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 20 words, with their numbers
- Classification643 topics
- Machine Learning502 topics
- Feature Selection392 topics
- Evolutionary Algorithms382 topics
- Fuzzy Logic Systems281 topic
- Type-2 Fuzzy Sets281 topic
- Analytic Hierarchy Process271 topic
- TOPSIS271 topic
- Hyperparameter Optimization251 topic
- Noisy Labels251 topic
- Genetic Programming221 topic
- Symbolic Regression221 topic
- Granular Computing171 topic
- Imbalanced Data171 topic
- Rough Sets171 topic
- SMOTE171 topic
- Differential Evolution161 topic
- Particle Swarm Optimization161 topic
- Neural Networks131 topic
- Self-Organizing Maps131 topic
Where does Francisco Herrera work?
Francisco Herrera's main affiliation in the publication record is Universidad de Granada, Spain.
How many publications and citations does Francisco Herrera have?
Science Explorer counts 311 works and 6,529 citations for Francisco Herrera, ranking #517 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.