Network-constrained forest for regularized omics data classification.
Michael AndelJirí KlémaZdenek KrejcíkPublished in: BIBM (2014)
Keyphrases
- data sets
- data processing
- data analysis
- data points
- data sources
- machine learning
- data collection
- network structure
- database
- original data
- raw data
- training data
- synthetic data
- missing values
- end users
- high quality
- classification accuracy
- data quality
- decision trees
- data structure
- spatial data
- data availability
- training samples
- computer systems
- data mining
- text classification
- data mining techniques
- least squares
- prior knowledge
- social networks
- pattern recognition
- support vector