R. Barandela
R. Barandela publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Statistics and Probability, on topics such as Machine Learning and Data Classification, Imbalanced Data Classification Techniques and Machine Learning and Algorithms.
- World rank
- #2,927,841 of 7,710,434 ranked researchers
- Rank in Mexico
- #8,840 of 55,557
- Works
- 26
- Citations
- 1.4k
- Citations per work
- 52.5
What does R. Barandela research?
R. Barandela's work is mostly in Computer Science (73%), Mathematics (4%), Environmental Science (3%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences2180.6%
- Computer Science1973.1%
- Mathematics14.5%
- Environmental Science13.0%
- Everything else313.4%
- Social Sciences26.0%
- Decision Sciences13.0%
- Social Sciences13.0%
- 1Artificial Intelligence63% of their works
- 2Computer Vision and Pattern Recognition10% of their works
- 3Statistics and Probability4% of their works
- 4Law3% of their works
- 5Statistics, Probability and Uncertainty3% of their works
- 6Water Science and Technology3% of their works
Research topics
Which keywords describe R. Barandela's research?
The keywords of their largest research topics: Classification, Ensemble Methods, Hyperparameter Optimization, Noisy Labels, Deep Learning, Machine Learning, Imbalanced Data and SMOTE.
- Type-2 Fuzzy Sets
- Fuzzy Logic Systems
- Data Mining
- Self-Organizing Maps
- Face Recognition
- Semi-Supervised Learning
- SMOTE
- Machine Learning
- Noisy Labels
- Ensemble Methods
- Classification
- Hyperparameter Optimization
- Deep Learning
- Imbalanced Data
- Active Learning
- Dimensionality Reduction
- Neural Networks
- Clustering Algorithms
- Frequent Patterns
- K-means
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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 20 words, with their numbers
- Classification252 topics
- Ensemble Methods162 topics
- Hyperparameter Optimization151 topic
- Noisy Labels151 topic
- Deep Learning132 topics
- Machine Learning113 topics
- Imbalanced Data101 topic
- SMOTE101 topic
- Active Learning71 topic
- Semi-Supervised Learning71 topic
- Dimensionality Reduction61 topic
- Face Recognition61 topic
- Neural Networks61 topic
- Self-Organizing Maps61 topic
- Clustering Algorithms21 topic
- Data Mining21 topic
- Frequent Patterns21 topic
- Fuzzy Logic Systems21 topic
- K-means21 topic
- Type-2 Fuzzy Sets21 topic
Where does R. Barandela work?
R. Barandela's main affiliation in the publication record is Instituto Tecnológico de Toluca, Mexico.
How many publications and citations does R. Barandela have?
OpenAlex counts 26 works and 1,364 citations for R. Barandela, an h-index of 9, ranking #2,927,841 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
Discussion
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