Clustering of Time Series Subsequences is Meaningless: Implications for Previous and Future Research.
Eamonn J. KeoghJessica LinWagner TruppelPublished in: ICDM (2003)
Keyphrases
- dynamic time warping
- data mining tasks
- clustering algorithm
- k means
- cluster analysis
- clustering method
- multivariate time series
- information theoretic
- long term
- real valued time series
- streaming time series
- non stationary
- document clustering
- multivariate time series data
- incremental clustering
- self organizing maps
- fuzzy clustering
- categorical data
- gene expression time series
- similar objects
- website
- temporal data