Impact of data dimensionality reduction on neural based classification: Application to industrial defects.
Matthieu VoiryKurosh MadaniVéronique AmargerJoël BernierPublished in: ANNIIP (2007)
Keyphrases
- data sets
- dimensionality reduction
- high dimensional data
- high dimensionality
- knowledge discovery
- data points
- data processing
- database
- raw data
- data analysis
- data structure
- dimensionality reduction methods
- data sources
- pattern classification
- data collection
- feature extraction
- image classification
- input space
- missing data
- labeled data
- supervised learning
- pattern recognition
- feature selection
- principal component analysis
- support vector
- data representation
- data reduction
- training data
- pattern recognition and machine learning