Dynamic Clustering of Time Series with Echo State Networks.
Miguel A. Atencia RuizCatalin StoeanRuxandra StoeanRoberto Rodríguez-LabradaGonzalo JoyaPublished in: IWANN (2) (2019)
Keyphrases
- echo state networks
- recurrent neural networks
- clustering algorithm
- k means
- data mining tasks
- unsupervised learning
- clustering method
- data clustering
- self organizing maps
- categorical data
- streaming time series
- document clustering
- dynamic environments
- multivariate time series
- dissimilarity measure
- dynamic time warping
- data sets
- chronic hepatitis
- multivariate time series data
- feed forward
- information theoretic
- pairwise
- reinforcement learning
- information retrieval