BigSAM: Mining Interesting Patterns from Probabilistic Databases of Uncertain Big Data.
Fan JiangCarson Kai-Sang LeungRichard Kyle MacKinnonPublished in: PAKDD Workshops (2014)
Keyphrases
- interesting patterns
- big data
- probabilistic databases
- knowledge discovery
- uncertain data
- frequent patterns
- pattern discovery
- pattern mining
- data analysis
- data mining techniques
- query evaluation
- business intelligence
- big data analytics
- data management
- cloud computing
- aggregate queries
- databases
- data mining
- periodic patterns
- frequent itemsets
- association rule mining
- text mining
- conjunctive queries
- association rules
- itemsets
- data processing
- database queries
- social media
- relational algebra
- decision making
- data mining algorithms
- probabilistic graphical models
- machine learning
- data warehousing
- information processing
- real world
- database
- massive datasets
- probabilistic reasoning
- probabilistic inference
- query processing
- web mining
- data integration
- decision support