Probabilistic modeling of transaction data with applications to profiling, visualization, and prediction.
Igor V. CadezPadhraic SmythHeikki MannilaPublished in: KDD (2001)
Keyphrases
- probabilistic modeling
- transaction data
- probabilistic model
- data mining
- association rules
- market basket data
- itemsets
- outlier detection
- data mining techniques
- bayesian networks
- credit card
- fraud detection
- bayesian inference
- data analysis
- parameter learning
- data sets
- mining association rules
- data mining applications
- conditional random fields
- frequent patterns
- association rule mining
- training data
- frequent itemsets