OW-SVM: Ontology and whale optimization-based support vector machine for privacy-preserved medical data classification in cloud.
Nandkishor P. KarlekarN. GomathiPublished in: Int. J. Commun. Syst. (2018)
Keyphrases
- support vector machine
- medical data
- support vector machine svm
- svm classifier
- support vector
- svm classification
- classification method
- feature vectors
- high classification accuracy
- classification algorithm
- multi class
- feature selection
- privacy sensitive
- support vector machine classifiers
- kernel function
- generalization ability
- machine learning
- decision boundary
- medical images
- training set
- clinical data
- small sample
- medical records
- multi class svm
- sequential minimal optimization
- hyperplane
- feature space
- feature extraction
- training data
- domain knowledge
- soft margin
- medical information
- data mining
- medical data mining
- knn
- decision forest
- kernel machines
- domain specific
- privacy preserving
- classification accuracy
- kernel methods
- support vectors
- structured output
- linear support vector machines
- patient data
- svm training
- image classification
- ls svm
- k nearest neighbor
- decision function
- dimension reduction methods
- patient outcomes
- real world