High-Dimensional Sparse Matched Case-Control and Case-Crossover Data: A Review of Recent Works, Description of an R Tool and an Illustration of the Use in Epidemiological Studies.
Marta AvalosYves GrandvaletHélène PouyesLudivine OrriolsEmmanuel LagardePublished in: CIBB (2013)
Keyphrases
- high dimensional
- sparse data
- data points
- database
- data analysis
- prior knowledge
- data structure
- raw data
- missing data
- synthetic data
- data processing
- original data
- data sources
- databases
- data mining techniques
- input data
- noisy data
- data collection
- high dimensional data
- data distribution
- training data
- multi dimensional
- data quality
- image data
- end users
- genetic algorithm
- data sets