LiNearN: A new approach to nearest neighbour density estimator.
Jonathan R. WellsKai Ming TingTakashi WashioPublished in: Pattern Recognit. (2014)
Keyphrases
- nearest neighbour
- density estimators
- density estimation
- kernel density estimator
- data streams
- decision boundary
- k nearest neighbour
- parzen window
- density function
- training set
- probability density function
- reduced set
- mixture model
- knn
- euclidean distance
- k nearest neighbor
- probability density
- support vector machine
- data reduction
- pattern classification
- rough sets
- kernel density estimation
- density estimates
- decision trees
- em algorithm
- multilayer perceptron
- nearest neighbor
- data sets
- gaussian mixture model
- probabilistic model
- data mining
- neural network