Parameter Learning Algorithms for Continuous Model Improvement Using Operational Data.
Anders L. MadsenNicolaj Søndberg-JeppesenFrank JensenMohamed S. SayedUlrich MoserLuis NetoJoão ReisNiels LohsePublished in: ECSQARU (2017)
Keyphrases
- experimental data
- data sets
- learning algorithm
- prior knowledge
- database
- discrete data
- continuous data
- measured data
- measurement data
- input data
- data sources
- probabilistic model
- machine learning
- data collection
- learned models
- parameter values
- raw data
- mathematical model
- statistical model
- high quality
- simulation data
- training data
- learning models
- network structure
- test data
- synthetic data
- training examples
- image data
- knowledge discovery
- xml documents
- missing data
- computational model
- learning tasks
- prior information
- high dimensional data
- linear model
- training samples
- objective function
- high level
- data mining