Stochastic gradient support vector machine with local structural information for pattern recognition.
Liming LiuPing LiMaoxiang ChuHongbin CaiPublished in: Int. J. Mach. Learn. Cybern. (2021)
Keyphrases
- structural information
- stochastic gradient
- pattern recognition
- support vector machine
- stochastic gradient descent
- support vector machine svm
- machine learning
- svm classifier
- multi class
- structural similarity
- neural network
- feature selection
- image processing
- training data
- feature vectors
- nearest neighbor classifier
- kernel function
- support vector
- dimensionality reduction
- semantic information
- decision boundary
- step size
- feature extraction
- training set
- kernel methods
- pattern classification
- feature space
- grassmann manifold
- hyperplane
- loss function
- high level
- natural language processing