Оценка эффективности метода параллельной реализации процесса кластеризации электронных документов на основе алгоритма FRiS-Cluster (Evaluating the Effectiveness of the Method of the Parallel Implementation of the Process of Clustering Text Documents on the Basis of the Algorithm FRiS-Cluster).
Vladimir BarakhninDmitry TkachevPublished in: RCDL (2011)
Keyphrases
- parallel implementation
- k means
- clustering method
- hierarchical clustering
- clustering algorithm
- data clustering
- cluster centers
- cluster structure
- cluster analysis
- clustering quality
- document clustering
- text documents
- intra cluster
- parallel implementations
- text clustering
- heuristic rules
- probabilistic model
- spectral clustering
- data points
- databases
- neural network
- text mining
- prior knowledge
- similarity measure
- feature selection
- wordnet
- unsupervised learning
- support vector machine
- keywords
- multiscale
- machine learning