Principles of Employing a Self-organizing Map as a Frequent Itemset Miner.
Vicente Oswaldo Baez MonroySimon O'KeefePublished in: ICANN (1) (2005)
Keyphrases
- self organizing maps
- frequent itemsets
- association rule mining
- itemsets
- frequent itemset mining
- association rules
- frequent itemsets mining
- neural network
- mining algorithm
- mining frequent itemsets
- data streams
- closed itemsets
- transactional databases
- itemset mining
- unsupervised learning
- frequent closed itemsets
- som neural network
- input data
- frequent patterns
- data structure
- mining association rules
- learning vector quantization
- uncertain data
- condensed representations
- frequent itemset discovery
- maximal frequent itemsets
- probabilistic neural network
- frequent pattern mining
- pattern mining
- data mining algorithms
- data mining techniques
- knowledge discovery
- decision trees
- apriori algorithm
- multi dimensional
- feature extraction