Clustering Data Streams in Optimization and Geography Domains.
Ling-Yin WeiWen-Chih PengPublished in: PAKDD (2009)
Keyphrases
- data streams
- clustering algorithm
- multiple data streams
- sliding window
- optimization algorithm
- streaming data
- k means
- categorical data
- cluster analysis
- real world
- outlier detection
- alternating optimization
- data sets
- optimization method
- optimization problems
- global optimization
- multi objective genetic algorithm
- sensor networks
- spectral clustering
- concept drift
- clustering method
- data mining tasks
- evolution strategy
- change detection
- data distribution
- sensor data
- unsupervised learning