Applications of Support Vector Machines for Pattern Recognition: A Survey.
Hyeran ByunSeong-Whan LeePublished in: SVM (2002)
Keyphrases
- learning machines
- support vector
- pattern recognition
- large margin classifiers
- kernel function
- cross validation
- support vector machine
- image processing
- neural network
- generalization ability
- logistic regression
- image analysis
- signal processing
- pattern classification
- learning tasks
- artificial intelligence
- classification accuracy
- multi class
- model selection
- support vector machine svm
- training algorithm
- computer vision
- machine learning
- feature extraction
- learning problems
- real time
- machine intelligence
- svm classifier
- support vectors
- support vector regression
- soft margin
- loss function
- least squares
- feature selection
- hyperplane
- kernel methods
- generalization error
- database
- binary classification
- image classification
- learning algorithm
- pattern recognition problems
- decision function
- similarity measure