High-Dimensional Density Estimation for Data Mining Tasks.
Alexander P. KuleshovAlexander BernsteinYury YanovichPublished in: ICDM Workshops (2017)
Keyphrases
- density estimation
- data mining tasks
- high dimensional
- data mining
- data mining applications
- mixture model
- data mining algorithms
- low dimensional
- dimensionality reduction
- knowledge discovery
- density function
- probability density
- outlier detection
- probability density function
- mixture modeling
- feature space
- high dimensional data
- similarity search
- high dimensionality
- data points
- parzen window
- gaussian mixture model
- nearest neighbor
- density estimators
- nonparametric density estimation
- database
- em algorithm
- training samples
- density estimates
- probabilistic model
- feature vectors
- face recognition
- machine learning
- neural network
- data sets