Automatic clustering of vector time-series for manufacturing machine monitoring.
Lane M. D. OwsleyLes E. AtlasGary D. BernardPublished in: ICASSP (1997)
Keyphrases
- clustering algorithm
- clustering method
- data mining tasks
- spectral clustering
- monitoring system
- manufacturing systems
- categorical data
- decision making
- k means
- cell formation
- data clustering
- fully automatic
- multivariate time series
- dynamic time warping
- hierarchical clustering
- production planning
- manufacturing industry
- unsupervised learning
- streaming time series
- binary vectors
- real time
- printed circuit boards
- gene expression time series
- quality control
- flowshop
- document clustering
- stock market
- vector space
- outlier detection
- semi automatic
- data points
- pairwise
- data mining
- neural network