Clustering and visualization of geodetic array data streams using self-organizing maps.
Razvan PopoviciRazvan AndonieWalter M. SzeligaTimothy I. MelbourneCraig W. ScrivnerPublished in: CIMSIVP (2014)
Keyphrases
- data streams
- self organizing maps
- k means
- clustering algorithm
- clustering method
- multiple data streams
- sliding window
- cluster analysis
- change detection
- unsupervised learning
- data clustering
- data sets
- streaming data
- spectral clustering
- outlier detection
- sensor networks
- information theoretic
- data points
- concept drift
- interactive visualization
- detecting outliers
- mining data streams
- anomaly detection
- data distribution
- document clustering
- data analysis
- fuzzy clustering
- visualization tool
- multidimensional scaling
- programmable logic