Common Nearest Neighbor Clustering - A Benchmark.
Oliver LemkeBettina G. KellerPublished in: Algorithms (2018)
Keyphrases
- nearest neighbor
- data points
- high dimensional data
- nearest neighbor algorithm
- clustering algorithm
- clustering method
- high dimensional
- k nearest neighbor
- knn
- real world
- k means
- nearest neighbor classification
- data clustering
- neural network
- hierarchical clustering
- information theoretic
- cluster analysis
- nearest neighbor queries
- comparative analysis
- spectral clustering
- distance metric
- self organizing maps
- machine learning
- unsupervised learning
- text mining
- document clustering
- outlier detection
- distance function
- similarity function
- data mining
- graph theoretic
- nearest neighbor search
- multi dimensional