Steven Gustafson
Steven Gustafson publishes mostly in Artificial Intelligence, Statistical and Nonlinear Physics and Molecular Biology, on topics such as Evolutionary Algorithms and Applications, Machine Learning and Data Classification and Metaheuristic Optimization Algorithms Research.
- World rank
- #1,571,432 of 1,633,909 ranked researchers
- Rank in United States
- #349,628 of 358,040
- Works
- 17
- Citations
- 16
- Citations per work
- 0.9
What does Steven Gustafson research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence65% of their works
- 2Statistical and Nonlinear Physics10% of their works
- 3Molecular Biology5% of their works
- 4Computer Networks and Communications5% of their works
- 5Health Information Management5% of their works
- 6Experimental and Cognitive Psychology5% of their works
Research topics
- Evolutionary Algorithms and Applications
- Machine Learning and Data Classification
- Metaheuristic Optimization Algorithms Research
- Gene Regulatory Network Analysis
- Adversarial Robustness in Machine Learning
- Explainable Artificial Intelligence (XAI)
- Artificial Intelligence in Games
- Machine Learning and Algorithms
Which keywords describe Steven Gustafson's research?
The keywords of their largest research topics: Classification, Evolutionary Algorithms, Machine Learning, Deep Neural Networks, Feature Selection, Genetic Programming, Hyperparameter Optimization and Noisy Labels.
- Semi-Supervised Learning
- Procedural Content Generation
- Machine Learning Interpretability
- Gene Regulatory Networks
- Active Learning
- Differential Evolution
- Noisy Labels
- Genetic Programming
- Deep Neural Networks
- Evolutionary Algorithms
- Classification
- Machine Learning
- Feature Selection
- Hyperparameter Optimization
- Deep Learning
- Particle Swarm Optimization
- Adversarial Examples
- Interpretable Models
- Monte Carlo Tree Search
- Robustness
- 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 21 words, with their numbers
- Classification62 topics
- Evolutionary Algorithms52 topics
- Machine Learning53 topics
- Deep Neural Networks42 topics
- Feature Selection31 topic
- Genetic Programming31 topic
- Hyperparameter Optimization31 topic
- Noisy Labels31 topic
- Deep Learning22 topics
- Differential Evolution21 topic
- Particle Swarm Optimization21 topic
- Active Learning11 topic
- Adversarial Examples11 topic
- Gene Regulatory Networks11 topic
- Interpretable Models11 topic
- Machine Learning Interpretability11 topic
- Monte Carlo Tree Search11 topic
- Procedural Content Generation11 topic
- Robustness11 topic
- Semi-Supervised Learning11 topic
- Stochastic Gene Expression11 topic
Where does Steven Gustafson work?
Steven Gustafson's main affiliation in the publication record is GE Global Research (United States), United States.
How many publications and citations does Steven Gustafson have?
Science Explorer counts 17 works and 16 citations for Steven Gustafson, ranking #1,571,432 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.