Comparing Time Series through Event Clustering.
Juan Alfonso LaraAurora Pérez-PérezJuan Pedro ValenteÁfrica López-IllescasPublished in: IWPACBB (2008)
Keyphrases
- clustering algorithm
- data mining tasks
- k means
- streaming time series
- clustering method
- time stamped
- multivariate time series
- event detection
- dynamic time warping
- event types
- temporal patterns
- hierarchical clustering
- data points
- neural network
- data clustering
- categorical data
- cluster analysis
- event driven
- multivariate time series data
- spectral clustering
- graph theoretic
- clustering analysis
- temporal sequences
- unsupervised learning
- dimensionality reduction
- multi variate
- data analysis