Sebastián Maldonado
Sebastián Maldonado publishes mostly in Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition, on topics such as Imbalanced Data Classification Techniques, Machine Learning and Data Classification and Machine Learning and Algorithms.
- World rank
- #195,742 of 1,633,909 ranked researchers
- Rank in Chile
- #213 of 3,393
- Works
- 35
- Citations
- 249
- Citations per work
- 7.1
What does Sebastián Maldonado research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence56% of their works
- 2Information Systems6% of their works
- 3Computer Vision and Pattern Recognition6% of their works
- 4Control and Systems Engineering6% of their works
- 5Accounting6% of their works
- 6Signal Processing4% of their works
Research topics
Which keywords describe Sebastián Maldonado's research?
The keywords of their largest research topics: Classification, Ensemble Methods, Imbalanced Data, SMOTE, Machine Learning, Support Vector Machines, Deep Learning and Dimensionality Reduction.
- Microarray
- Time Series
- Extreme Learning Machine
- Semi-Supervised Learning
- Local Binary Patterns
- Face Recognition
- Clustering
- Active Learning
- Neural Networks
- Dimensionality Reduction
- Support Vector Machines
- SMOTE
- Ensemble Methods
- Classification
- Imbalanced Data
- Machine Learning
- Deep Learning
- Ensemble Learning
- Feature Selection
- Bankruptcy Prediction
- Credit Scoring
- Hyperparameter Optimization
- Noisy Labels
- Dynamic Time Warping
- Feedforward Networks
- Gene Expression
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 26 words, with their numbers
- Classification153 topics
- Ensemble Methods132 topics
- Imbalanced Data101 topic
- SMOTE101 topic
- Machine Learning73 topics
- Support Vector Machines62 topics
- Deep Learning52 topics
- Dimensionality Reduction52 topics
- Ensemble Learning52 topics
- Neural Networks52 topics
- Feature Selection42 topics
- Active Learning31 topic
- Bankruptcy Prediction31 topic
- Clustering32 topics
- Credit Scoring31 topic
- Face Recognition31 topic
- Hyperparameter Optimization31 topic
- Local Binary Patterns31 topic
- Noisy Labels31 topic
- Semi-Supervised Learning31 topic
- Dynamic Time Warping21 topic
- Extreme Learning Machine21 topic
- Feedforward Networks21 topic
- Time Series21 topic
- Gene Expression11 topic
- Microarray11 topic
Where does Sebastián Maldonado work?
Sebastián Maldonado's main affiliation in the publication record is Universidad de Los Andes, Chile, Chile.
How many publications and citations does Sebastián Maldonado have?
Science Explorer counts 35 works and 249 citations for Sebastián Maldonado, ranking #195,742 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.