Forecasting sales with Bayesian networks: a case study of a supermarket product in the presence of promotions.
Muhammad HamzaMahdi AbolghasemiAbraham Oshni AlvandiPublished in: CoRR (2021)
Keyphrases
- bayesian networks
- forecast models
- probabilistic model
- case study
- short term
- long term
- conditional independence
- product design
- learning bayesian networks
- life cycle
- test bed
- financial time series
- customer service
- probability distribution
- support vector regression
- medium term
- customer base
- customer support
- product information
- random variables
- conditional probabilities
- bayesian network classifiers
- early warning
- graphical models
- structure learning
- incomplete data
- expert knowledge