Marco Virgolin
Marco Virgolin publishes mostly in Artificial Intelligence, Computational Theory and Mathematics and Molecular Biology, on topics such as Evolutionary Algorithms and Applications, Metaheuristic Optimization Algorithms Research and Reinforcement Learning in Robotics.
- World rank
- #1,453,124 of 1,633,909 ranked researchers
- Rank in Netherlands
- #22,074 of 23,481
- Works
- 18
- Citations
- 60
- Citations per work
- 3.3
What does Marco Virgolin research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence67% of their works
- 2Computational Theory and Mathematics8% of their works
- 3Molecular Biology6% of their works
- 4Statistics and Probability6% of their works
- 5Pharmacology3% of their works
- 6Management Science and Operations Research3% of their works
Research topics
- Evolutionary Algorithms and Applications
- Metaheuristic Optimization Algorithms Research
- Reinforcement Learning in Robotics
- Machine Learning and Data Classification
- Advanced Multi-Objective Optimization Algorithms
- Explainable Artificial Intelligence (XAI)
- Cancer Genomics and Diagnostics
- Machine Learning in Bioinformatics
Which keywords describe Marco Virgolin's research?
The keywords of their largest research topics: Evolutionary Algorithms, Classification, Multiobjective Optimization, Machine Learning, Feature Selection, Genetic Programming, Particle Swarm Optimization and Deep Neural Networks.
- Subcellular Localization
- Mutational Signatures
- Machine Learning Interpretability
- Surrogate Modeling
- Noisy Labels
- Genetic Algorithm
- Differential Evolution
- Deep Neural Networks
- Genetic Programming
- Machine Learning
- Classification
- Evolutionary Algorithms
- Multiobjective Optimization
- Feature Selection
- Particle Swarm Optimization
- Ant Colony Optimization
- Deep Learning
- Hyperparameter Optimization
- Reinforcement Learning
- Interpretable Models
- Cancer Genomics
- Protein
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 22 words, with their numbers
- Evolutionary Algorithms153 topics
- Classification112 topics
- Multiobjective Optimization112 topics
- Machine Learning92 topics
- Feature Selection81 topic
- Genetic Programming81 topic
- Particle Swarm Optimization72 topics
- Deep Neural Networks52 topics
- Ant Colony Optimization41 topic
- Differential Evolution41 topic
- Deep Learning31 topic
- Genetic Algorithm31 topic
- Hyperparameter Optimization31 topic
- Noisy Labels31 topic
- Reinforcement Learning31 topic
- Surrogate Modeling31 topic
- Interpretable Models21 topic
- Machine Learning Interpretability21 topic
- Cancer Genomics11 topic
- Mutational Signatures11 topic
- Protein11 topic
- Subcellular Localization11 topic
Where does Marco Virgolin work?
Marco Virgolin's main affiliation in the publication record is Centrum Wiskunde & Informatica, Netherlands.
How many publications and citations does Marco Virgolin have?
Science Explorer counts 18 works and 60 citations for Marco Virgolin, ranking #1,453,124 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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