Data Analysis and Confidence based on SVM Density Estimation.
Elsa M. JordaanIryna NischenkoPublished in: IJCNN (2006)
Keyphrases
- density estimation
- data analysis
- support vector machine svm
- support vector
- mixture model
- support vector machine
- probability density
- outlier detection
- machine learning
- density function
- probability density function
- svm classifier
- mixture modeling
- knn
- parzen window
- feature selection
- nonparametric density estimation
- support vectors
- density estimates
- kernel function
- knowledge discovery
- multi class
- kernel density estimation
- mutual information
- data mining
- gaussian mixture model
- rough set theory
- density estimators
- feature space
- expectation maximization
- training data
- pattern recognition
- data sets
- em algorithm
- bayesian networks
- reduced set
- decision boundary
- training set
- hyperplane
- data warehouse
- high dimensional data