Clustering Distributed Short Time Series with Dense Patterns.
Josenildo Costa da SilvaGustavo H. B. S. OliveiraStefano LodiMatthias KluschPublished in: ICMLA (2017)
Keyphrases
- multivariate time series data
- multivariate time series
- surprising patterns
- similar patterns
- distributed systems
- temporal patterns
- cooperative
- clustering algorithm
- data mining tasks
- categorical data
- abnormal patterns
- clustering method
- pattern extraction
- distributed environment
- k means
- self organizing maps
- arbitrary shape
- subspace clustering
- peer to peer
- hierarchical clustering
- website
- temporal data
- pattern discovery
- cluster analysis
- design patterns
- spectral clustering
- information theoretic
- mobile agents
- non stationary
- streaming time series
- data points
- multi agent
- neural network