Dimensionality Reduction for Classification of Stochastic Fibre Radiographs.
C. T. J. DodsonW. W. SampsonPublished in: GSI (2013)
Keyphrases
- dimensionality reduction
- feature extraction
- high dimensionality
- pattern recognition
- classification accuracy
- decision trees
- pattern recognition and machine learning
- dimensionality reduction methods
- support vector machine svm
- classification scheme
- feature selection
- classification algorithm
- decision rules
- text classification
- image classification
- supervised learning
- support vector machine
- preprocessing
- support vector
- machine learning
- training set
- class labels
- image processing
- dimension reduction
- classification systems
- supervised dimensionality reduction
- class discrimination
- unsupervised feature selection
- data sets
- data representation
- classification models
- pattern classification
- principal component analysis
- feature vectors
- neural network