EDDS: An Enhanced Density-Based Method for Clustering Data Streams.
Ammar Al Abd AlazeezSabah JassimHongbo DuPublished in: ICPP Workshops (2017)
Keyphrases
- clustering method
- data streams
- high precision
- k means
- hierarchical clustering
- clustering algorithm
- experimental evaluation
- sliding window
- detection method
- unsupervised learning
- support vector machine
- computational cost
- objective function
- cost function
- mutual information
- significant improvement
- data sets
- distance metric
- neural network
- density based clustering
- high efficiency
- unsupervised clustering
- data clustering
- segmentation method
- high accuracy
- dynamic programming
- preprocessing
- similarity measure