A new density estimator based on nearest and farthest neighbor.
Azadeh FaroughiReza JavidanMohsen EmamiPublished in: IST (2016)
Keyphrases
- density estimators
- nearest neighbor
- density estimation
- decision boundary
- parzen window
- kernel density estimator
- data streams
- kernel density estimators
- data points
- density function
- mixture model
- training set
- knn
- reduced set
- kernel density estimation
- data reduction
- density estimates
- gaussian mixture model
- probability density
- data mining
- distance function
- pattern classification
- high dimensional
- learning algorithm