An Efficient Spark-Based Hybrid Frequent Itemset Mining Algorithm for Big Data.
Mohamed Reda Al-BanaMarwa Salah FarhanNermin Abdel-Hakim OthmanPublished in: Data (2022)
Keyphrases
- mining algorithm
- big data
- frequent itemsets
- itemsets
- frequent itemset mining
- association rules
- cloud computing
- frequent patterns
- association rule mining
- discovering frequent
- pattern mining
- data analysis
- negative association rules
- data processing
- sequential patterns
- social media
- knowledge discovery
- tree structure
- transaction databases
- incremental mining
- business intelligence
- data mining algorithms
- sequential pattern mining
- minimum support
- data management
- data structure
- transactional databases
- frequent item sets
- pruning strategy
- incremental updating
- mining frequent
- itemset mining
- mining frequent itemsets
- data streams
- frequent pattern tree
- mining frequent patterns
- databases
- data warehousing
- mining association rules
- uncertain data
- data mining techniques
- real world