Spam Filtering in Social Networks Using Regularized Deep Neural Networks with Ensemble Learning.
Aliaksandr BarushkaPetr HájekPublished in: AIAI (2018)
Keyphrases
- ensemble learning
- spam filtering
- social networks
- neural network
- generalization ability
- ensemble methods
- text classification
- anti spam
- random forest
- pattern recognition
- negative correlation learning
- spam filters
- fuzzy logic
- weak learners
- back propagation
- artificial neural networks
- ensemble classifier
- training process
- bp neural network
- genetic algorithm
- unlabeled data
- base classifiers
- association rules
- training data
- concept drift
- activation function
- genetic algorithm ga
- neural network model
- benchmark datasets
- pairwise
- feature selection
- data mining