Nearest-Neighbour-Induced Isolation Similarity and its Impact on Density-Based Clustering.
Xiaoyu QinKai Ming TingYe ZhuVincent C. S. LeePublished in: CoRR (2019)
Keyphrases
- nearest neighbour
- density based clustering
- euclidean distance
- arbitrary shape
- knn
- categorical data
- decision trees
- k nearest neighbor
- outlier detection
- high efficiency
- training set
- similarity measure
- clustering algorithm
- rough sets
- multilayer perceptron
- neural network
- clustering framework
- distance measure
- data distribution
- peer to peer
- support vector machine
- feature vectors
- information retrieval