Classification of Mammograms Using 2D Haar Wavelets, Rough Sets and Support Vector Machine.
Roman W. SwiniarskiJoo Heon ShinPublished in: DMIN (2005)
Keyphrases
- rough sets
- support vector machine
- decision rules
- rough set theory
- feature reduction
- haar wavelets
- classification method
- svm classifier
- pattern recognition
- rule induction
- support vector
- granular computing
- support vector machine svm
- feature vectors
- classification algorithm
- fuzzy sets
- feature selection
- rough fuzzy
- rough set model
- rule extraction
- decision trees
- machine learning
- data mining
- feature space
- rough sets theory
- training set
- data analysis
- continuous valued attributes
- attribute reduction
- classification accuracy
- soft computing
- dominance relation
- multi class
- classification rules
- decision table
- feature extraction
- neural network
- k nearest neighbor
- image classification
- object detection
- fuzzy logic
- concept lattice
- hyperplane
- genetic algorithm
- benchmark datasets
- fuzzy rough sets
- nearest neighbor
- knn