André C. P. L. F. de Carvalho
André C. P. L. F. de Carvalho publishes mostly in Artificial Intelligence, Molecular Biology and Information Systems, on topics such as Machine Learning and Data Classification, Data Stream Mining Techniques and Data Mining Algorithms and Applications.
- World rank
- #349,658 of 1,633,909 ranked researchers
- Rank in Brazil
- #3,401 of 38,702
- Works
- 163
- Citations
- 655
- Citations per work
- 4.0
What does André C. P. L. F. de Carvalho research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence43% of their works
- 2Molecular Biology9% of their works
- 3Information Systems7% of their works
- 4Computer Vision and Pattern Recognition6% of their works
- 5Electrical and Electronic Engineering3% of their works
- 6Signal Processing3% of their works
Research topics
- Machine Learning and Data Classification
- Data Stream Mining Techniques
- Data Mining Algorithms and Applications
- Evolutionary Algorithms and Applications
- Anomaly Detection Techniques and Applications
- Metaheuristic Optimization Algorithms Research
- Advanced Clustering Algorithms Research
- Imbalanced Data Classification Techniques
Which keywords describe André C. P. L. F. de Carvalho's research?
The keywords of their largest research topics: Classification, Evolutionary Algorithms, Machine Learning, High-Dimensional Data, Hyperparameter Optimization, Noisy Labels, Concept Drift and Data Streams.
- Unsupervised
- Particle Swarm Optimization
- Imbalanced Data
- Clustering Algorithms
- Genetic Programming
- Frequent Patterns
- Data Streams
- Noisy Labels
- High-Dimensional Data
- Evolutionary Algorithms
- Classification
- Machine Learning
- Hyperparameter Optimization
- Concept Drift
- Data Mining
- Feature Selection
- Anomaly Detection
- Differential Evolution
- K-means
- SMOTE
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
- Classification293 topics
- Evolutionary Algorithms233 topics
- Machine Learning202 topics
- High-Dimensional Data142 topics
- Hyperparameter Optimization131 topic
- Noisy Labels131 topic
- Concept Drift121 topic
- Data Streams121 topic
- Data Mining111 topic
- Frequent Patterns111 topic
- Feature Selection91 topic
- Genetic Programming91 topic
- Anomaly Detection71 topic
- Clustering Algorithms71 topic
- Differential Evolution71 topic
- Imbalanced Data71 topic
- K-means71 topic
- Particle Swarm Optimization71 topic
- SMOTE71 topic
- Unsupervised71 topic
Where does André C. P. L. F. de Carvalho work?
André C. P. L. F. de Carvalho's main affiliation in the publication record is Universidade de São Paulo, Brazil.
How many publications and citations does André C. P. L. F. de Carvalho have?
Science Explorer counts 163 works and 655 citations for André C. P. L. F. de Carvalho, ranking #349,658 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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