Data-driven mechanism based on fuzzy Lagrangian twin parametric-margin support vector machine for biomedical data analysis.
Deepak GuptaParashjyoti BorahUsha Mary SharmaMukesh PrasadPublished in: Neural Comput. Appl. (2022)
Keyphrases
- data driven
- support vector machine
- data analysis
- support vector
- soft margin
- decision boundary
- maximum margin
- machine learning
- data mining
- fuzzy clustering
- svm classifier
- training set
- fuzzy logic
- data collection
- fuzzy sets
- training data
- membership functions
- fuzzy numbers
- multi class
- feature selection
- biological data
- information extraction
- data processing
- knowledge discovery
- feature space
- fuzzy rules
- triangular fuzzy numbers
- cluster analysis
- kernel function
- kernel methods
- radial basis function
- optimal solution
- hyperplane
- fuzzy neural network
- support vector machine svm
- decision making
- clustering analysis
- biomedical images
- knn
- upper bound