Stochastic performance tuning of complex simulation applications using unsupervised machine learning.
Oksana ShaduraFederico CarminatiPublished in: SSCI (2016)
Keyphrases
- machine learning
- supervised learning
- data driven
- explanation based learning
- unsupervised learning
- discrete event
- computer science
- stochastic systems
- machine learning methods
- statistical methods
- supervised classification
- artificial intelligence
- complex data
- monte carlo
- knowledge acquisition
- learning automata
- databases
- feature selection
- real world
- natural language processing
- text classification
- information extraction
- knowledge discovery
- active learning
- transfer learning
- reinforcement learning
- high level
- learning tasks
- decision trees
- learning algorithm
- neural network
- stochastic simulation
- data sets