An intelligent system for accelerating parallel SVM classification problems on large datasets using GPU.
Qi LiRaied SalmanVojislav KecmanPublished in: ISDA (2010)
Keyphrases
- parallel implementation
- parallel processing
- parallel computation
- parallel computing
- graphics processing units
- support vector machine svm
- parallel programming
- support vector machine
- support vector
- real time
- multi class svm
- training data
- massively parallel
- cluster of workstations
- imbalanced datasets
- benchmark datasets
- general purpose
- feature selection
- machine learning
- training dataset
- linear svm
- parallel hardware
- multi class classification
- svm classifier
- knn
- data sets
- parallel machines
- distributed memory
- support vectors
- graphics hardware
- generalization ability
- classification algorithm