An LDA-SVM Active Learning Framework for Web Service Classification.
Xumin LiuShaleen AgarwalChen (Cherie) DingQi YuPublished in: ICWS (2016)
Keyphrases
- active learning framework
- support vector machine svm
- support vector
- active learning
- support vector machine
- linear discriminant analysis
- hierarchical text classification
- classification method
- svm classification
- web services
- svm classifier
- feature extraction
- pattern recognition
- classification algorithm
- feature vectors
- generalization ability
- feature selection
- feature space
- classification accuracy
- classification systems
- image classification
- training set
- improves the classification accuracy
- multi class classification
- machine learning
- kernel principal component analysis
- unbalanced data
- discriminant analysis
- knn
- face recognition
- decision boundary
- multi class
- support vector machine classifiers
- training data
- high classification accuracy
- training process
- latent dirichlet allocation
- dimension reduction
- principal component analysis
- data mining
- discriminating power
- learning algorithm
- topic models
- hierarchical classification
- ensemble classifier
- supervised learning
- hyperplane
- text classification
- k nearest neighbor
- kernel function