Scalable Clustering of Time Series with U-Shapelets.

Liudmila Ulanova Nurjahan Begum Eamonn J. Keogh

Published in: SDM (2015)

Keyphrases

data mining tasks
k means
clustering algorithm
clustering method
streaming time series
knowledge discovery

data mining algorithms
nearest neighbor algorithm
self organizing maps
parameter free
multivariate time series data
data mining

multivariate time series
unsupervised learning
highly scalable
web scale
hierarchical clustering
incremental clustering

clustering analysis
arbitrary shape
similarity function
explanatory power
anomaly detection
completely unsupervised