Combining Data-Driven and Knowledge-Guided Methods to Induce Interpretable Physiological Models.
Pat LangleyWill BridewellPublished in: AAAI Spring Symposium: Computational Physiology (2011)
Keyphrases
- data driven
- statistical models
- prior knowledge
- mathematical models
- quantitative methods
- knowledge base
- machine learning methods
- knowledge management
- multiple sources
- qualitative and quantitative
- statistical methods
- monte carlo simulation
- knowledge discovery
- methods require
- domain knowledge
- predictive model
- combining multiple
- social dimensions
- learned models
- theoretical models
- neural network
- statistical tests
- experimental data
- machine learning algorithms
- model selection
- knn
- knowledge representation
- reinforcement learning
- search engine
- artificial intelligence