Complex Algorithms for Data-Driven Model Learning in Science and Engineering.
Francisco Javier MontánsFrancisco ChinestaRafael Gómez-BombarelliJ. Nathan KutzPublished in: Complex. (2019)
Keyphrases
- data driven
- learning algorithm
- learning models
- computational model
- automatically learned
- learning tasks
- noise tolerant
- probabilistic model
- prior knowledge
- high level
- computer science
- pac model
- data structure
- complex systems
- machine learning algorithms
- parameter estimation
- reinforcement learning
- machine learning
- computationally intensive
- dynamic bayesian networks
- learning mechanism
- learning phase
- engineering education
- supervised learning