Reducing the influence of normalization on data classification.
Mostafa A. SalamaAboul Ella HassanienAly A. FahmyPublished in: CISIM (2010)
Keyphrases
- data sets
- data collection
- data structure
- data sources
- machine learning
- database
- data processing
- computer systems
- experimental data
- support vector
- original data
- preprocessing steps
- missing data
- synthetic data
- training samples
- data distribution
- pattern classification
- text classification
- image classification
- small number
- input data
- classification accuracy
- feature vectors
- data analysis
- feature extraction
- feature selection
- classification scheme
- clustering algorithm
- data quality
- raw data
- high quality
- sensor data
- end users
- knowledge discovery
- image data