Detecting Twitter Fake Accounts using Machine Learning and Data Reduction Techniques.
Ahmad HomsiJoyce Al NemriNisma NaimatHamzeh Abdul KareemMustafa Al-FayoumiMohammad Abu SnoberPublished in: DATA (2021)
Keyphrases
- data reduction
- machine learning and data mining
- machine learning
- data compression
- feature selection
- knowledge discovery
- model selection
- data analysis
- data mining
- social media
- instance selection
- preprocessing
- classification rules
- classification accuracy
- pattern recognition
- rough set theory
- dimensionality reduction
- high dimensionality
- computer vision
- support vector machine
- singular value decomposition
- social networks
- representative subset
- active learning
- clustering algorithm
- learning algorithm
- classification algorithm
- text mining
- nearest neighbor
- data quality
- artificial intelligence
- real world
- neural network
- data sets