Distributed, MapReduce-Based Nearest Neighbor and E-Ball Kernel k-Means.
Nikolaos TsapanosAnastasios TefasNikos NikolaidisIoannis PitasPublished in: SSCI (2015)
Keyphrases
- nearest neighbor
- k means
- distributed processing
- k nearest neighbor
- distributed computing
- high dimensional data
- knn
- cooperative
- support vector
- high dimensional
- peer to peer
- kernel function
- expectation maximization
- data intensive
- map reduce
- kernel methods
- distributed systems
- training set
- data sets
- cloud computing
- clustering method
- vision system
- pairwise
- high performance data mining
- spectral clustering
- feature extraction
- squared euclidean distance
- nearest neighbor queries
- normalized cut
- nearest neighbor search
- parallel processing
- hierarchical clustering
- data clustering
- cluster analysis
- distance function
- feature space
- neural network