Combining Mixture Models and Spectral Clustering for Data Partitioning.
Julien MuzeauMaria Oliver-PareraPatricia LadretPascal BertolinoPublished in: ICIAR (2) (2020)
Keyphrases
- spectral clustering
- mixture model
- data partitioning
- clustering method
- em algorithm
- gaussian mixture model
- density estimation
- data clustering
- pairwise
- probabilistic model
- generative model
- expectation maximization
- unsupervised learning
- hierarchical clustering
- k means
- image segmentation
- query processing
- maximum likelihood
- clustering algorithm
- model selection
- highly scalable
- label propagation
- similarity search
- pairwise constraints
- language model
- computer vision
- distributed memory
- query execution
- pattern recognition
- semi supervised
- databases
- response time