Bayesian Inference of Arrival Rate and Substitution Behavior from Sales Transaction Data with Stockouts.
Benjamin LethamLydia M. LethamCynthia RudinPublished in: KDD (2016)
Keyphrases
- bayesian inference
- arrival rate
- transaction data
- probabilistic model
- prior information
- data mining
- hyperparameters
- steady state
- outlier detection
- association rules
- itemsets
- particle filter
- data mining applications
- credit card
- frequent patterns
- queueing networks
- call center
- fraud detection
- queue length
- mining association rules
- data sets
- search algorithm
- machine learning
- electronic commerce