Evolving Support Vector Machines using Whale Optimization Algorithm for spam profiles detection on online social networks in different lingual contexts.
Ala' M. Al-ZoubiHossam FarisJa'far AlqatawnaMohammad A. HassonahPublished in: Knowl. Based Syst. (2018)
Keyphrases
- optimization algorithm
- online social networks
- support vector
- multi objective
- social networks
- spam detection
- social context
- differential evolution
- particle swarm optimization pso
- social relations
- social relationships
- optimization method
- social media
- optimization strategy
- social networking
- large margin classifiers
- evolutionary multi objective
- network structure
- artificial bee colony
- detection algorithm
- detection rate
- viral marketing
- control parameters
- hybrid optimization algorithm
- social ties
- false positives
- social networking sites
- user activity
- sina weibo
- social interaction
- social graph
- online social
- user profiles
- global optima
- influence maximization
- anomaly detection