A Method for Dynamic Clustering of Data.
Arnaldo J. AbrantesJorge S. MarquesPublished in: BMVC (1998)
Keyphrases
- synthetic data
- clustering method
- noisy data
- input data
- test data
- detection method
- statistical methods
- knowledge discovery
- training data
- data sets
- original data
- similarity matrix
- prior information
- data collection
- unsupervised learning
- clustering analysis
- hierarchical clustering
- support vector machine
- data points
- significant improvement
- prior knowledge
- pairwise
- database
- multivariate time series
- preprocessing
- data analysis
- data objects
- spectral clustering
- categorical data
- large scale data sets
- clustering result
- cluster structure
- correlation analysis
- distance metric
- self organizing maps
- high dimensional data
- em algorithm
- objective function
- clustering algorithm