A novel approach to fake news detection in social networks using genetic algorithm applying machine learning classifiers.
Deepjyoti ChoudhuryTapodhir AcharjeePublished in: Multim. Tools Appl. (2023)
Keyphrases
- machine learning
- genetic algorithm
- social networks
- machine learning algorithms
- machine learning methods
- decision trees
- social media
- machine learning approaches
- learning classifier systems
- detection algorithm
- detection method
- training data
- classifier systems
- support vector
- feature selection
- supervised classification
- detection rate
- multi objective
- social network analysis
- test set
- reinforcement learning
- computer vision
- community detection
- genetic algorithm ga
- classification algorithm
- inductive learning
- news articles
- social networking
- false positives
- naive bayes
- support vector machine classifier
- object detection
- support vector machine
- adaboost classifier
- pattern recognition
- learning algorithm
- object detectors
- multiple classifiers
- boosted classifiers
- learning problems
- network structure
- svm classifier
- keywords
- training samples
- anomaly detection
- model selection
- text classification
- simulated annealing
- evolutionary algorithm
- artificial neural networks