Not just data: A method for improving prediction with knowledge.
Barbaros YetZane PerkinsNorman E. FentonNigel TaiWilliam MarshPublished in: J. Biomed. Informatics (2014)
Keyphrases
- synthetic data
- prior knowledge
- input data
- data sets
- missing data
- statistical analysis
- statistical methods
- training data
- raw data
- missing values
- information loss
- data quality
- noisy data
- database
- statistical information
- knowledge base
- data mining techniques
- test data
- high accuracy
- knowledge discovery
- domain knowledge
- concept hierarchy
- data analysis
- spectral clustering
- correlation analysis
- data collection
- detection method
- image data
- data structure
- high dimensional data
- expert systems
- preprocessing
- pairwise
- extracted knowledge
- human knowledge
- neural network
- similarity measure
- objective function
- prediction error
- data sources
- human experts
- data points
- feature set
- clustering method
- prediction accuracy