Technical Perspective: k-Shape: Efficient and Accurate Clustering of Time Series.
Zachary G. IvesPublished in: SIGMOD Rec. (2016)
Keyphrases
- computationally efficient
- shape model
- clustering method
- data mining tasks
- shape descriptors
- shape analysis
- statistical shape model
- k means
- data points
- dissimilarity measure
- cluster analysis
- multivariate time series
- image sequences
- clustering algorithm
- website
- data sets
- neural network
- shape recognition
- gene expression time series
- multivariate time series data
- dynamic time warping
- shape prior
- document clustering
- high dimensional data
- anomaly detection
- high accuracy
- data streams
- video sequences
- high quality
- computer vision