SVM incrémental et parallèle sur GPU.
François PouletThanh-Nghi DoVan Hoa NguyenPublished in: EGC (2009)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- knn
- multi class
- real time
- feature selection
- svm classifier
- training set
- feature vectors
- training data
- generalization ability
- gpu implementation
- graphics hardware
- mental states
- hyperplane
- text categorization
- support vector machine classifiers
- parallel processing
- k nearest neighbor
- parallel implementation
- support vectors
- parallel computing
- multi class classification
- maximum margin
- fuzzy support vector machine
- gpu accelerated
- svm classification
- multi class svm
- parallel computation
- fold cross validation
- text classifiers
- ls svm
- classification method
- logistic regression
- text classification
- pattern recognition
- face recognition
- neural network