Nearest-Neighbour-Induced Isolation Similarity and Its Impact on Density-Based Clustering.
Xiaoyu QinKai Ming TingYe ZhuVincent C. S. LeePublished in: AAAI (2019)
Keyphrases
- nearest neighbour
- density based clustering
- euclidean distance
- knn
- clustering algorithm
- arbitrary shape
- k nearest neighbor
- categorical data
- outlier detection
- training set
- distributed data mining
- decision trees
- high efficiency
- rough sets
- similarity measure
- density based clustering algorithm
- distance measure
- database
- nearest neighbor
- data mining
- neural network
- data sets