Time Series Distance Density Cluster with Statistical Preprocessing.
Ruizhe MaSoukaina Filali BoubrahimiRafal A. AngrykPublished in: DaWaK (2018)
Keyphrases
- preprocessing
- inter cluster
- clustering algorithm
- preprocessing step
- arbitrary shape
- intra cluster
- data clustering
- post processing
- density distribution
- statistical models
- cluster analysis
- distance function
- distance metric
- non stationary
- statistical analysis
- data driven
- cluster centroids
- feature extraction
- statistical information
- information theoretic
- data sets
- data points
- dynamic time warping
- density based clustering algorithm
- preprocessing phase
- statistical methods
- dense regions
- moving average
- multivariate time series
- autoregressive
- distance transform
- data objects
- hierarchical structure
- pairwise
- information retrieval