Clustering Time Series Using Unsupervised-Shapelets.
Jesin ZakariaAbdullah MueenEamonn J. KeoghPublished in: ICDM (2012)
Keyphrases
- data mining tasks
- unsupervised learning
- clustering algorithm
- streaming time series
- unsupervised clustering
- clustering method
- unsupervised manner
- information bottleneck
- nearest neighbor algorithm
- multivariate time series
- unsupervised feature selection
- data mining
- supervised classification
- data clustering
- information theoretic
- unsupervised classification
- agglomerative clustering
- k means
- hierarchical clustering
- categorical data
- spectral clustering
- document clustering
- cluster analysis
- self organizing maps
- anomaly detection
- supervised learning
- semi supervised
- cluster validation
- web people search
- dynamic time warping
- data mining applications
- neural network
- distance metric
- data points