Reducing the Search Space for Big Data Mining for Interesting Patterns from Uncertain Data.
Carson Kai-Sang LeungRichard Kyle MacKinnonFan JiangPublished in: BigData Congress (2014)
Keyphrases
- interesting patterns
- big data
- uncertain data
- knowledge discovery
- reducing the search space
- frequent patterns
- frequent itemsets
- previously unknown
- mining frequent itemsets
- frequent pattern mining
- data analysis
- pattern mining
- data mining techniques
- association rules
- mining algorithm
- reduce the search space
- association rule mining
- uncertain databases
- itemsets
- databases
- sequential pattern mining
- big data analytics
- sequential patterns
- cloud computing
- data mining
- business intelligence
- search space
- data management
- web mining
- data mining algorithms
- probabilistic xml
- data processing
- text mining
- pattern discovery
- social media
- machine learning
- massive datasets
- mining frequent patterns
- pattern growth
- transactional databases
- periodic patterns
- apriori algorithm
- data streams
- mining frequent
- data mining applications
- mining association rules
- outlier detection
- frequent itemset mining
- tree structure
- real world