Multiclass recognition of AD neurological diseases using a bag of deep reduced features coupled with gradient descent optimized twin support vector machine classifier for early diagnosis.
S. VelliangiriShanthini PandiarajS. Iwin Thanakumar JosephS. MuthubalajiPublished in: Concurr. Comput. Pract. Exp. (2022)
Keyphrases
- multi class
- support vector machine classifier
- support vector machine
- early diagnosis
- feature extraction
- svm classifier
- multiclass classification
- feature vectors
- computer aided
- early stage
- cost sensitive
- feature selection
- early detection
- multiple instance learning
- binary classification
- pattern recognition
- support vector machine svm
- feature set
- support vector
- pairwise
- action recognition
- knn
- loss function
- visual features
- computer aided diagnosis
- texture descriptors
- skin lesion
- cardiovascular disease
- training data
- image features