An explainable machine learning pipeline for backorder prediction in inventory management systems.
Charis NtakoliaChristos KokkotisSerafeim P. MoustakidisElpiniki PapageorgiouPublished in: PCI (2021)
Keyphrases
- machine learning
- management system
- lead time
- lost sales
- total cost
- lot size
- prediction accuracy
- machine learning algorithms
- supply chain
- lot sizing
- service level
- machine learning methods
- feature selection
- single item
- predictive modeling
- learning algorithm
- prediction error
- inventory systems
- text classification
- active learning
- prediction model
- order quantity
- database management systems
- text mining
- natural language processing
- holding cost
- supervised learning
- inventory models
- multi item
- decision trees
- reinforcement learning
- data mining
- information extraction