Data Dimensionality Reduction for Data Mining: A Combined Filter-Wrapper Framework.
Mirela DanubianuStefan Gheorghe PentiucDragos Mircea DanubianuPublished in: Int. J. Comput. Commun. Control (2012)
Keyphrases
- data mining
- dimensionality reduction
- data analysis
- data sets
- data mining techniques
- complex data
- raw data
- high dimensional data
- training data
- data sources
- knowledge discovery
- image data
- input data
- data processing
- data mining tasks
- data mining methods
- spatial data
- data collection
- decision trees
- database
- feature selection
- data structure
- low dimensional
- neural network
- rough sets
- data mining algorithms
- text mining
- data warehouse
- input space
- data mining applications
- data visualization
- data mining tools
- data repositories