ClassifyDroid: Large scale Android applications classification using semi-supervised Multinomial Naive Bayes.
Feng DongYanhui GuoChengze LiGuoai XuFang WeiPublished in: CCIS (2016)
Keyphrases
- semi supervised
- supervised learning
- classification algorithm
- support vector
- classification systems
- automatic classification
- pattern recognition
- svm classifier
- feature extraction
- small scale
- co training
- classification method
- feature selection
- classification models
- incremental learning
- classification scheme
- image classification
- classification accuracy
- classification process
- labeled and unlabeled data
- unlabeled samples
- semi supervised learning algorithms
- fully supervised
- machine learning methods
- benchmark datasets
- semi supervised learning
- unsupervised learning
- feature vectors
- dimension reduction
- learning algorithm
- decision rules
- label information
- semi supervised classification
- semi supervised clustering
- text classification
- partially labeled data