Locality Preserving Semi-Supervised Support Vector Machine.
Tongguang NiXiaoqing GuShitong WangPengjiang QianRaymond F. Muzic Jr.Published in: J. Inf. Sci. Eng. (2015)
Keyphrases
- locality preserving
- semi supervised
- support vector machine
- manifold learning
- pairwise constraints
- svm classifier
- decision boundary
- maximum margin
- semi supervised learning
- pairwise
- manifold structure
- labeled data
- locality preserving projections
- unlabeled data
- multi class
- machine learning
- feature subspace
- active learning
- unsupervised learning
- support vector
- subspace learning
- kernel methods
- kernel trick
- supervised learning
- training data
- support vector machine svm
- data representation
- feature selection
- face recognition
- kernel function
- knn
- hyperplane
- low rank
- co training
- feature extraction
- dimensionality reduction
- latent semantic indexing
- feature space
- hash functions
- metric learning
- support vector regression
- training set
- data sets