HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM.
Siyamalan ManivannanWenqi LiShazia AkbarRuixuan WangJianguo ZhangStephen J. McKennaPublished in: I3A@ICPR (2014)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- multiresolution
- classification algorithm
- svm classifier
- improves the classification accuracy
- feature selection
- pattern recognition
- classification method
- feature vectors
- machine learning
- generalization ability
- pattern classification
- rule based classifier
- multi class classification
- partially supervised
- lung disease
- feature extraction
- classification accuracy
- training set
- feature space
- text classification
- neural network
- fuzzy support vector machine
- unbalanced data
- class labels
- decision boundary
- model selection
- support vector machine classifiers
- text classifiers
- training data
- multi class
- kernel function
- image classification
- training process
- multiple kernel learning
- supervised learning
- decision forest
- machine learning algorithms
- multi class svm
- decision trees
- data mining
- training samples
- k nearest neighbor