Clustering Multivariate Data Streams by Correlating Attributes using Fractal Dimension.
Christian Cesar BonesLuciana A. S. RomaniElaine P. M. de SousaPublished in: J. Inf. Data Manag. (2016)
Keyphrases
- fractal dimension
- data streams
- fractal analysis
- texture analysis
- box counting
- clustering algorithm
- mixed data
- clustering method
- sliding window
- gabor wavelets
- data sets
- multiple data streams
- k means
- self organizing maps
- outlier detection
- data clustering
- categorical data
- fractal dimensions
- multiresolution
- fractal geometry
- cluster analysis
- multivariate time series
- itemsets
- co occurrence
- image analysis
- machine learning