Robust Clustering of Data Streams using Incremental Optimization.
Basheer HawwashOlfa NasraouiPublished in: AMW (2010)
Keyphrases
- data streams
- incremental clustering
- clustering algorithm
- concept drift
- k means
- optimization algorithm
- clustering method
- optimization process
- global optimization
- outlier detection
- multiple data streams
- data sets
- robust optimization
- parameter free
- cluster analysis
- optimization method
- sliding window
- sensor networks
- change detection
- data distribution
- incremental learning
- optimization problems
- information theoretic
- document clustering
- spectral clustering
- sensor data
- itemsets
- data stream mining
- multi objective