Clustering Time Series Data Stream - A Literature Survey
V. KavithaM. PunithavalliPublished in: CoRR (2010)
Keyphrases
- data streams
- streaming time series
- clustering algorithm
- sliding window
- outlier detection
- streaming data
- data clustering
- clustering method
- literature review
- k means
- multiple data streams
- concept drift
- data mining tasks
- non stationary
- change detection
- unsupervised learning
- data collection
- transactional data
- hierarchical clustering
- categorical data
- stream clustering
- spectral clustering
- anomaly detection
- stream data
- survey data
- data mining
- similarity measure
- data points
- distributed data streams
- self organizing maps
- gene expression time series