Probabilistic Expert Knowledge Elicitation of Feature Relevances in Sparse Linear Regression.
Pedram DaeeTomi PeltolaMarta SoareSamuel KaskiPublished in: IAL@PKDD/ECML (2017)
Keyphrases
- linear regression
- expert knowledge
- bayesian networks
- expert systems
- least squares
- sparse regression
- generalized linear models
- knowledge engineering
- domain knowledge
- regression methods
- regression problems
- locally weighted
- knowledge base
- fuzzy logic
- prior knowledge
- ridge regression
- linear models
- knowledge elicitation
- linear regression model
- nonlinear regression
- domain experts
- probabilistic model
- regression method
- feature vectors
- multivariate regression
- learned knowledge
- generative model
- domain specific
- data streams
- high dimensional