Soft subspace clustering of categorical data with probabilistic distance.
Lifei ChenShengrui WangKaijun WangJianping ZhuPublished in: Pattern Recognit. (2016)
Keyphrases
- categorical data
- subspace clustering
- cluster analysis
- clustering method
- high dimensional data
- clustering algorithm
- parameter free
- numerical data
- subspace clusters
- clustering high dimensional data
- high dimensional
- attribute values
- probabilistic model
- uncertain data
- bayesian networks
- high dimensionality
- distance based outlier detection
- hierarchical latent class models
- dimensionality reduction
- k means
- generative model
- nearest neighbor
- data analysis
- object recognition
- pattern recognition
- similarity measure
- multivariate time series
- computer vision
- subspace projections
- information retrieval
- neural network
- data sets