Finding "interesting" trends in social networks using frequent pattern mining and self organizing maps.
Puteri N. E. NohuddinFrans CoenenRob M. ChristleyChristian SetzkornYogesh PatelShane WilliamsPublished in: Knowl. Based Syst. (2012)
Keyphrases
- self organizing maps
- frequent pattern mining
- social networks
- frequent patterns
- interesting patterns
- pattern mining
- huge number
- neural network
- mining frequent patterns
- pattern growth
- itemsets
- frequent itemset mining
- temporal pattern mining
- frequent pattern discovery
- competitive learning
- input data
- frequent pattern mining algorithms
- unsupervised learning
- sequential patterns
- network anomaly detection
- mining algorithm
- mining frequent itemsets
- neural gas
- data structure
- candidate generation
- data sets
- fp tree
- social network analysis
- link prediction
- k means
- social media
- training data
- uncertain data