Stochastic upscaling in solid mechanics: An excercise in machine learning.
Phaedon-Stelios KoutsourelakisPublished in: J. Comput. Phys. (2007)
Keyphrases
- machine learning
- information extraction
- computer vision
- knowledge acquisition
- pattern recognition
- active learning
- data mining
- learning systems
- three dimensional
- data sets
- stochastic nature
- learning tasks
- monte carlo
- text classification
- learning algorithm
- decision trees
- case study
- artificial intelligence
- database
- supervised machine learning
- statistical learning
- text mining
- support vector machine
- semi supervised learning
- reinforcement learning
- background knowledge
- knowledge discovery
- kernel methods
- computational intelligence
- learning problems
- inductive learning
- supervised classification
- machine learning approaches
- explanation based learning
- hidden markov models