Identification of Patient Deterioration in Vital-Sign Data using One-Class Support Vector Machines.
Lei A. CliftonDavid A. CliftonPeter J. WatkinsonLionel TarassenkoPublished in: FedCSIS (2011)
Keyphrases
- data sets
- data collection
- data analysis
- synthetic data
- training data
- data sources
- database
- high quality
- high dimensional
- input data
- data mining
- data structure
- patient records
- raw data
- knowledge discovery
- high dimensional data
- statistical analysis
- stored data
- data processing
- data mining techniques
- supervised learning
- data points
- xml documents
- pairwise
- decision trees