Improved Fake Reviews Detection Model Based on Vertical Ensemble Tri-Training and Active Learning.
Chunyong YinHaoqi CuanYuhang ZhuZhichao YinPublished in: ACM Trans. Intell. Syst. Technol. (2021)
Keyphrases
- active learning
- training set
- training examples
- supervised learning
- annotation effort
- learning algorithm
- selective sampling
- semi supervised
- detection algorithm
- machine learning
- training data
- object detection
- data sets
- test set
- false alarms
- training process
- batch mode
- neural network
- ensemble methods
- automatic detection
- semi supervised learning
- feature selection
- detection rate
- transfer learning
- false positives
- ensemble learning
- detection method
- unlabeled data
- experimental design
- object detectors
- discriminative classifiers
- online learning