Robust clustering using a kNN mode seeking ensemble.
Jonas Nordhaug MyhreKarl Øyvind MikalsenSigurd LøkseRobert JenssenPublished in: Pattern Recognit. (2018)
Keyphrases
- mutual information
- knn
- mode seeking
- kullback leibler divergence
- feature selection
- k nearest neighbor
- information theoretic
- mean shift
- nearest neighbor
- k nearest neighbour
- distance function
- text categorization
- neural network
- knn algorithm
- text classification
- majority voting
- clustering algorithm
- knn classification
- k nearest
- clustering method
- soft clustering
- ensemble methods
- support vector machine
- similarity search
- high dimensional data
- graph cuts
- multi class
- kernel density estimation
- learning algorithm
- nearest neighbour
- k means
- training set
- knn classifier
- decision trees
- image processing