A Hierarchical Algorithm for Extreme Clustering.
Ari KobrenNicholas MonathAkshay KrishnamurthyAndrew McCallumPublished in: KDD (2017)
Keyphrases
- k means
- clustering method
- dynamic programming
- optimal solution
- preprocessing
- detection algorithm
- high accuracy
- data clustering
- times faster
- distance metric
- hierarchical clustering
- computational cost
- learning algorithm
- optimization algorithm
- simulated annealing
- particle swarm optimization
- improved algorithm
- np hard
- synthetic and real datasets
- synthetic datasets
- hierarchical clustering algorithm
- agglomerative clustering
- neural network
- affinity measure
- classification algorithm
- theoretical analysis
- expectation maximization
- worst case
- experimental evaluation
- objective function
- image sequences