A Mixture Model Approach for Binned Data Clustering.
Allou SaméChristophe AmbroiseGérard GovaertPublished in: IDA (2003)
Keyphrases
- data clustering
- mixture model
- unsupervised learning
- gaussian mixture model
- density estimation
- em algorithm
- cluster analysis
- generative model
- k means
- expectation maximization
- clustering algorithm
- unsupervised classification
- spectral clustering
- maximum likelihood
- probability density function
- model selection
- deterministic annealing
- probabilistic model
- language model
- supervised learning
- model based clustering
- object recognition
- machine learning
- mixture modeling
- semi supervised learning
- semi supervised
- principal component analysis
- data analysis
- computer vision