Alberto Fernández
Alberto Fernández publishes mostly in Artificial Intelligence, Molecular Biology and Electrical and Electronic Engineering, on topics such as Imbalanced Data Classification Techniques, Machine Learning and Data Classification and Text and Document Classification Technologies.
- World rank
- #40,904 of 1,633,909 ranked researchers
- Rank in Spain
- #461 of 45,870
- Works
- 30
- Citations
- 1.7k
- Citations per work
- 55.6
What does Alberto Fernández research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence73% of their works
- 2Molecular Biology10% of their works
- 3Electrical and Electronic Engineering7% of their works
- 4Information Systems7% of their works
- 5Statistics and Probability3% of their works
Research topics
- Imbalanced Data Classification Techniques
- Machine Learning and Data Classification
- Text and Document Classification Technologies
- Evolutionary Algorithms and Applications
- Neural Networks and Applications
- Fuzzy Logic and Control Systems
- Electricity Theft Detection Techniques
- Machine Learning in Bioinformatics
Which keywords describe Alberto Fernández's research?
The keywords of their largest research topics: Classification, Machine Learning, Feature Selection, Imbalanced Data, SMOTE, Deep Learning, Hyperparameter Optimization and Multi-label Learning.
- Subcellular Localization
- Type-2 Fuzzy Sets
- Self-Organizing Maps
- Fuzzy Logic Systems
- Genetic Programming
- Text Classification
- Multi-label Learning
- Deep Learning
- Imbalanced Data
- Machine Learning
- Classification
- Feature Selection
- SMOTE
- Hyperparameter Optimization
- Noisy Labels
- Evolutionary Algorithms
- Electricity Theft
- Neural Networks
- Smart Grids
- Protein
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
- Classification123 topics
- Machine Learning84 topics
- Feature Selection72 topics
- Imbalanced Data51 topic
- SMOTE51 topic
- Deep Learning42 topics
- Hyperparameter Optimization41 topic
- Multi-label Learning41 topic
- Noisy Labels41 topic
- Text Classification41 topic
- Evolutionary Algorithms31 topic
- Genetic Programming31 topic
- Electricity Theft21 topic
- Fuzzy Logic Systems21 topic
- Neural Networks21 topic
- Self-Organizing Maps21 topic
- Smart Grids21 topic
- Type-2 Fuzzy Sets21 topic
- Protein11 topic
- Subcellular Localization11 topic
Where does Alberto Fernández work?
Alberto Fernández's main affiliation in the publication record is Universidad de Granada, Spain.
How many publications and citations does Alberto Fernández have?
Science Explorer counts 30 works and 1,667 citations for Alberto Fernández, ranking #40,904 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.
Other researchers named Alberto Fernández
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