Corruption-Resistant Privacy Preserving Distributed EM Algorithm for Model-Based Clustering.
Kaleb L. LeemaqzSharon X. LeeGeoffrey J. McLachlanPublished in: TrustCom/BigDataSE/ICESS (2017)
Keyphrases
- privacy preserving
- model based clustering
- em algorithm
- horizontally partitioned data
- expectation maximization
- mixture model
- privacy sensitive
- secure multiparty computation
- maximum likelihood
- vertically partitioned data
- finite mixture models
- hierarchical clustering
- gaussian mixture model
- generative model
- likelihood function
- mixture modeling
- probabilistic model
- clustering algorithm
- vector space model
- bayesian information criterion
- density estimation
- distributed data
- probability density function
- image segmentation