Video Deepfake classification using particle swarm optimization-based evolving ensemble models.
Li ZhangDezong ZhaoChee Peng LimHoushyar AsadiHaoqian HuangYonghong YuRong GaoPublished in: Knowl. Based Syst. (2024)
Keyphrases
- classification models
- model selection
- feature selection
- svm classifier
- video sequences
- pattern recognition
- feature space
- support vector machine
- machine learning algorithms
- support vector machine svm
- machine learning
- ensemble classifier
- ensemble methods
- video content
- classification algorithm
- video data
- supervised learning
- classification accuracy
- probabilistic model
- multimedia
- neural network
- labeled data
- benchmark datasets
- classification method
- video frames
- feature extraction
- linear regression
- decision trees
- video analysis
- decision tree classifiers
- final classification