A Secure Clinical Diagnosis With Privacy-Preserving Multiclass Support Vector Machine in Clouds.
Mingwu ZhangWenxiang SongJixing ZhangPublished in: IEEE Syst. J. (2022)
Keyphrases
- multi class
- clinical diagnosis
- privacy preserving
- support vector machine
- vertically partitioned data
- scalar product
- secure multiparty computation
- horizontally partitioned data
- ensemble classifier
- homomorphic encryption
- support vector machine svm
- feature selection
- machine learning
- svm classifier
- multiclass classification
- multi class classification
- binary classification
- cost sensitive
- feature vectors
- k nearest neighbor
- kernel methods
- cloud computing
- binary classifiers
- classification algorithm
- generalization ability
- base classifiers
- kernel function
- knn
- training data
- support vector
- hyperplane
- svm classification
- pairwise
- feature space
- data sets
- data mining