Twin Mahalanobis distance-based support vector machines for pattern recognition.
Xinjun PengDong XuPublished in: Inf. Sci. (2012)
Keyphrases
- learning machines
- support vector
- pattern recognition
- large margin classifiers
- euclidean distance
- distance measure
- ensemble learning
- neural network
- computer vision
- pattern analysis
- learning algorithm
- kernel function
- pattern classification
- pattern recognition problems
- machine learning
- metric learning
- generalization ability
- distance metric
- logistic regression
- loss function
- support vector machine
- classification accuracy
- image analysis
- image processing
- graph matching
- speech recognition
- learning problems
- learning tasks
- cross validation
- svm classifier
- outlier detection
- training examples
- signal processing
- multi class
- data mining
- decision function
- generalization bounds
- feature extraction
- special case
- vc dimension
- support vectors
- rough sets
- fuzzy sets
- support vector machine svm
- radial basis function