DiP-SVM : Distribution Preserving Kernel Support Vector Machine for Big Data.
Dinesh SinghDebaditya RoyC. Krishna MohanPublished in: IEEE Trans. Big Data (2017)
Keyphrases
- big data
- support vector machine
- kernel function
- support vector
- kernel methods
- support vector machine svm
- svm classifier
- svm classification
- rbf kernel
- cloud computing
- polynomial kernels
- feature space
- multi class
- feature selection
- data analysis
- support vectors
- decision function
- big data analytics
- feature vectors
- string kernels
- social media
- data management
- data processing
- business intelligence
- multiple kernel learning
- standard svm
- training data
- vast amounts of data
- machine learning
- hyperplane
- data science
- radial basis function
- massive data
- decision boundary
- unstructured data
- data warehousing
- reduced set
- decision forest
- data driven decision making
- massive datasets
- maximum margin
- histogram intersection kernel
- nonlinear kernel
- relational databases
- knn
- linear svm
- kernel machines
- soft margin
- knowledge discovery
- data analytics
- high dimensional
- training set
- information technology
- expert systems
- knowledge management
- database systems