Privacy Preserving Multiclass Classification for Horizontally Distributed Data.
Yunmei LuMingyuan YanMeng HanQingliang ZhangYanqing ZhangPublished in: SIGITE (2018)
Keyphrases
- multiclass classification
- distributed data
- privacy preserving
- multi class
- data privacy
- data sharing
- privacy preserving data mining
- privacy concerns
- distributed data mining
- machine learning algorithms
- binary classification
- cost sensitive
- private information
- data distribution
- communication cost
- sensitive information
- binary classifiers
- databases
- feature selection
- data sets
- support vector machine
- data points
- data streams
- data access
- file system
- database design
- similarity measure
- information retrieval