Gonzalo A. Ruz
Gonzalo A. Ruz publishes mostly in Artificial Intelligence, Molecular Biology and Computer Vision and Pattern Recognition, on topics such as Bayesian Modeling and Causal Inference, Microbial Metabolic Engineering and Bioproduction and Gene Regulatory Network Analysis.
- World rank
- #924,818 of 1,633,909 ranked researchers
- Rank in Chile
- #1,829 of 3,393
- Works
- 35
- Citations
- 85
- Citations per work
- 2.4
What does Gonzalo A. Ruz research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence29% of their works
- 2Molecular Biology12% of their works
- 3Computer Vision and Pattern Recognition8% of their works
- 4Aerospace Engineering4% of their works
- 5Electrical and Electronic Engineering4% of their works
- 6Ocean Engineering4% of their works
Research topics
- Bayesian Modeling and Causal Inference
- Microbial Metabolic Engineering and Bioproduction
- Gene Regulatory Network Analysis
- Neural Networks and Applications
- Machine Learning and Data Classification
- Imbalanced Data Classification Techniques
- Gaussian Processes and Bayesian Inference
- Robotic Path Planning Algorithms
Which keywords describe Gonzalo A. Ruz's research?
The keywords of their largest research topics: Classification, Deep Learning, Synthetic Biology, Bayesian Networks, Causal Inference, Gaussian Processes, Gene Regulatory Networks and Genome-Scale Models.
- Self-Organizing Maps
- SMOTE
- Noisy Labels
- Metabolic Engineering
- Imbalanced Data
- Genome-Scale Models
- Gaussian Processes
- Bayesian Networks
- Deep Learning
- Classification
- Synthetic Biology
- Causal Inference
- Gene Regulatory Networks
- Hyperparameter Optimization
- Machine Learning
- Neural Networks
- Optimal Motion Planning
- Sampling-Based Algorithms
- Stochastic 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 19 words, with their numbers
- Classification42 topics
- Deep Learning42 topics
- Synthetic Biology42 topics
- Bayesian Networks31 topic
- Causal Inference31 topic
- Gaussian Processes21 topic
- Gene Regulatory Networks21 topic
- Genome-Scale Models21 topic
- Hyperparameter Optimization21 topic
- Imbalanced Data21 topic
- Machine Learning21 topic
- Metabolic Engineering21 topic
- Neural Networks21 topic
- Noisy Labels21 topic
- Optimal Motion Planning21 topic
- SMOTE21 topic
- Sampling-Based Algorithms21 topic
- Self-Organizing Maps21 topic
- Stochastic Gene Expression21 topic
Where does Gonzalo A. Ruz work?
Gonzalo A. Ruz's main affiliation in the publication record is Adolfo Ibáñez University, Chile.
How many publications and citations does Gonzalo A. Ruz have?
Science Explorer counts 35 works and 85 citations for Gonzalo A. Ruz, ranking #924,818 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.