Privacy preserving feature selection and Multiclass Classification for horizontally distributed data.
Yunmei LuMingyuan YanMeng HanQingliang YangYanqing ZhangPublished in: Math. Found. Comput. (2018)
Keyphrases
- distributed data
- multiclass classification
- privacy preserving
- multi class
- feature selection
- data privacy
- privacy concerns
- distributed data mining
- data sharing
- privacy preserving data mining
- support vector machine
- binary classification
- support vector
- cost sensitive
- data mining algorithms
- data distribution
- private information
- file system
- machine learning algorithms
- sensitive information
- text categorization
- text classification
- feature extraction
- high dimensionality
- communication cost
- databases
- binary classifiers
- pairwise
- classification accuracy
- knn
- feature space
- feature set
- machine learning
- data sets
- base classifiers
- data access
- information sharing
- database
- model selection
- business intelligence