Carlos Valle
Carlos Valle publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Electrical and Electronic Engineering, on topics such as Machine Learning and Data Classification, Anomaly Detection Techniques and Applications and Advanced Neural Network Applications.
- World rank
- #1,558,474 of 1,633,909 ranked researchers
- Rank in Chile
- #3,230 of 3,393
- Works
- 21
- Citations
- 20
- Citations per work
- 1.0
What does Carlos Valle research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence55% of their works
- 2Computer Vision and Pattern Recognition10% of their works
- 3Electrical and Electronic Engineering10% of their works
- 4Oceanography3% of their works
- 5Industrial and Manufacturing Engineering3% of their works
- 6Statistics and Probability3% of their works
Research topics
- Machine Learning and Data Classification
- Anomaly Detection Techniques and Applications
- Advanced Neural Network Applications
- Energy Load and Power Forecasting
- Computational Physics and Python Applications
- Neural Networks and Applications
- Privacy-Preserving Technologies in Data
- Reinforcement Learning in Robotics
Which keywords describe Carlos Valle's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Hyperparameter Optimization, Noisy Labels, Anomaly Detection, Convolutional Neural Networks, Electricity Price Forecasting and Image Recognition.
- Scientific Computing
- Reinforcement Learning
- Federated Learning
- Backpropagation Learning
- Machine Learning
- Image Recognition
- Convolutional Neural Networks
- Noisy Labels
- Neural Networks
- Deep Learning
- Hyperparameter Optimization
- Anomaly Detection
- Electricity Price Forecasting
- Load Forecasting
- Unsupervised
- Differential Privacy
- Python
- Robotics
- Self-Organizing Maps
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 19 words, with their numbers
- Deep Learning85 topics
- Neural Networks64 topics
- Hyperparameter Optimization41 topic
- Noisy Labels41 topic
- Anomaly Detection21 topic
- Convolutional Neural Networks21 topic
- Electricity Price Forecasting21 topic
- Image Recognition21 topic
- Load Forecasting21 topic
- Machine Learning22 topics
- Unsupervised21 topic
- Backpropagation Learning11 topic
- Differential Privacy11 topic
- Federated Learning11 topic
- Python11 topic
- Reinforcement Learning11 topic
- Robotics11 topic
- Scientific Computing11 topic
- Self-Organizing Maps11 topic
Where does Carlos Valle work?
Carlos Valle's main affiliation in the publication record is Federico Santa María Technical University, Chile.
How many publications and citations does Carlos Valle have?
Science Explorer counts 21 works and 20 citations for Carlos Valle, ranking #1,558,474 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.