A novel DBN-LSSVM ensemble method for intrusion detection system.
Zerong ZhaoLina GeGuifen ZhangPublished in: ICCBN (2021)
Keyphrases
- ensemble methods
- intrusion detection system
- ls svm
- generalization ability
- least squares support vector machine
- intrusion detection
- prediction accuracy
- machine learning methods
- decision trees
- ensemble learning
- least squares
- benchmark datasets
- anomaly detection
- random forest
- variable selection
- cross validation
- support vector machine
- prediction model
- data mining techniques
- data mining
- computer systems
- probabilistic model
- bp neural network
- pattern recognition
- data fusion
- hyperparameters
- parameter estimation
- image segmentation