Enhancing Image-Based Malware Classification Using Semi-Supervised Learning.
Salma AbdelmonemShahd SeddikRania El-SayedAhmed S. KasebPublished in: NILES (2021)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised classification
- semi supervised
- improve the classification accuracy
- unlabeled data
- co training
- unsupervised learning
- transductive support vector machine
- labeled data
- uci datasets
- machine learning
- labeled and unlabeled data
- semi supervised learning algorithms
- unlabeled samples
- supervised learning algorithms
- active learning
- training data
- pattern recognition
- text categorization
- class labels
- text classification
- manifold regularization
- label propagation
- learning models
- classification accuracy
- labeled examples
- transfer learning
- supervised classification
- classification models
- model selection
- feature selection
- metric learning
- incremental learning
- image classification
- support vector machine
- training set
- label information
- training samples
- labeled instances
- semi supervised learning methods
- computer vision