Feature Selection for High-dimensional Integrated Data.
Charles ZhengScott SchwartzRobert S. ChapkinRaymond J. CarrollIvan IvanovPublished in: SDM (2012)
Keyphrases
- high dimensional
- data sets
- data analysis
- data points
- high dimensional data
- sparse data
- training data
- noisy data
- raw data
- image data
- synthetic data
- data structure
- feature selection
- database
- similarity search
- data quality
- discrete data
- data collection
- probability distribution
- end users
- machine learning
- statistical analysis
- small number
- knowledge discovery
- dimension reduction
- feature subset
- input space
- variable selection
- support vector
- selecting relevant features