Attribute selection for improving spam classification in online social networks: a rough set theory-based approach.
Soumi DuttaSujata GhatakRatnadeep DeyAsit Kumar DasSaptarshi GhoshPublished in: Soc. Netw. Anal. Min. (2018)
Keyphrases
- rough set theory
- online social networks
- attribute selection
- rough sets
- spam classification
- social networks
- attribute reduction
- decision trees
- decision table
- decision rules
- decision tree induction
- network structure
- knowledge discovery
- social media
- classification models
- concept lattice
- naive bayes
- information gain
- spam filtering
- spam detection
- web spam
- data sets
- data analysis
- social network analysis
- expert systems
- discernibility matrix
- machine learning