K-modes Based Categorical Data Clustering Algorithms Satisfying Differential Privacy.
Mingshuang LiYihui ZhouWenru TangLaifeng LuPublished in: NaNA (2020)
Keyphrases
- categorical data
- differential privacy
- cluster analysis
- clustering algorithm
- differentially private
- density based clustering
- privacy preserving
- numerical data
- k means
- private data
- clustering method
- parameter free
- privacy guarantees
- hierarchical clustering algorithm
- privacy preservation
- data mining
- hierarchical latent class models
- personal information
- document clustering
- data analysis
- data sharing
- data privacy
- data mining techniques
- database
- third party
- unsupervised learning
- search engine
- machine learning