- A New Hybrid Parallel Software for Support Vector Machine Learning on SMP Clusters.
Tatjana EitrichWolfgang FringsBruno LangPublished in: Euro-Par (2006)
Keyphrases
- machine learning
- support vector
- shared memory
- massively parallel
- support vector machine
- machine learning methods
- clustering algorithm
- parallel computing
- feature selection
- pattern recognition
- kernel methods
- user interface
- learning machines
- software tools
- software architecture
- software systems
- cluster of workstations
- high end
- parallel algorithm
- logistic regression
- knowledge acquisition
- software development
- classification accuracy
- data mining
- computer systems
- parallel execution
- radial basis function
- computer vision
- natural language processing
- supervised learning
- message passing interface
- parallel architectures
- learning algorithm
- information extraction
- parallel implementation
- hierarchical clustering
- cross validation
- machine learning algorithms
- hyperplane
- arbitrary shape
- parallel computation
- distributed memory
- parallel processing
- text classification
- kernel function