On Clustering Techniques for Change Diagnosis in Data Streams.
Charu C. AggarwalPhilip S. YuPublished in: WEBKDD (2005)
Keyphrases
- data streams
- multiple data streams
- clustering algorithm
- clustering method
- outlier detection
- k means
- data sets
- hierarchical clustering
- unsupervised learning
- self organizing maps
- categorical data
- stream data
- graph theoretic
- fault detection
- model based diagnosis
- concept drift
- spectral clustering
- change detection
- sliding window
- stream processing
- model based reasoning
- multiple faults
- distributed data streams
- document clustering
- information theoretic
- data distribution
- high dimensional data
- data points