Hybrid Classification of WEB Trojan Exploiting Small Volume of Labeled Data Vectors.
Shichang XuanDapeng ManWei WangKaiyue QinWu YangPublished in: CIS (2018)
Keyphrases
- labeled data
- text classification
- unlabeled data
- supervised learning
- class labels
- semi supervised
- labeled and unlabeled data
- semi supervised learning
- semi supervised classification
- co training
- supervised learning algorithms
- active learning
- labeled data for training
- training data
- labeled instances
- semi supervised learning algorithms
- label information
- labeled training data
- transfer learning
- learning algorithm
- training set
- labeling effort
- labeling process
- unsupervised learning
- decision trees
- fully supervised
- partially labeled data
- domain adaptation
- probabilistic boosting tree
- supervised classifiers
- data points
- support vector
- training examples
- unlabeled samples
- semisupervised learning
- pattern classification
- machine learning
- neural network
- naive bayes
- feature space
- prior knowledge
- classification accuracy
- machine learning algorithms
- supervised machine learning algorithms
- web pages
- feature vectors
- label propagation
- multi view
- text mining
- small number
- training samples
- labeled examples
- feature extraction
- text categorization
- feature selection
- natural language processing
- information extraction
- knn
- data analysis
- classification systems
- learning tasks