A Weak Coupling of Semi-Supervised Learning with Generative Adversarial Networks for Malware Classification.
Shuwei WangQiuyun WangZhengwei JiangXuren WangRongqi JingPublished in: ICPR (2020)
Keyphrases
- semi supervised learning
- unsupervised learning
- supervised learning
- semi supervised classification
- semi supervised
- improve the classification accuracy
- co training
- unlabeled data
- uci datasets
- transductive support vector machine
- semi supervised learning algorithms
- machine learning
- labeled data
- semisupervised learning
- labeled and unlabeled data
- discriminative models
- manifold regularization
- supervised learning algorithms
- unlabeled samples
- classification accuracy
- multi label classification
- discriminative learning
- training data
- pattern recognition
- label propagation
- social networks
- feature selection
- text classification
- support vector
- active learning
- graph based semi supervised learning
- label information
- pairwise constraints
- incremental learning
- complex networks
- class labels
- generative model
- multi view
- labeled instances
- similarity measure
- decision trees
- object recognition
- transfer learning
- bayesian networks
- reinforcement learning
- model selection
- support vector machine
- pairwise