Preemptive Detection of Fake Accounts on Social Networks via Multi-Class Preferential Attachment Classifiers.
Adam BreuerNazanin Khosravani TehraniMichael TingleyBradford CottelPublished in: CoRR (2023)
Keyphrases
- multi class
- preferential attachment
- social networks
- binary classifiers
- linear classifiers
- multiclass classification
- object detection
- error correcting output codes
- multi class object detection
- multi class classifiers
- multinomial logistic regression
- multi class classifier
- binary classification problems
- feature selection
- binary classification tasks
- multi class classification
- small world
- binary classification
- multi class problems
- support vector machine
- pairwise
- online social networks
- clustering coefficient
- decision trees
- support vector
- social media
- boosting algorithms
- multi label classification
- power law distribution
- multiple classes
- network evolution
- svm classifier
- training set
- social network analysis
- kernel logistic regression
- complex networks
- scale free
- naive bayes
- power law
- social networking
- degree distribution
- data sets
- base classifiers
- training data
- social interaction
- learning algorithm