Improving Multivariate Data Streams Clustering.
Christian Cesar BonesLuciana A. S. RomaniElaine P. M. de SousaPublished in: ICCS (2016)
Keyphrases
- data streams
- clustering method
- clustering algorithm
- k means
- mixed data
- sliding window
- multiple data streams
- data clustering
- outlier detection
- categorical data
- cluster analysis
- self organizing maps
- stream data
- streaming data
- multi dimensional
- data points
- unsupervised learning
- hierarchical clustering
- data mining tasks
- evolving data streams
- multivariate data
- clusters of arbitrary shapes
- information theoretic
- multivariate time series
- concept drift
- neural network
- regression model
- dimensionality reduction
- website