Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

From predictive to prescriptive analytics: A data-driven multi-item newsvendor model

16 references·7 citing·38 second hop

FromToDepth

this work references cited by second hop

References

2006Another look at measures of forecast accuracy5,736 cited
2008Automatic Time Series Forecasting: The forecast Package for R3,538 cited
2017Deep learning with long short-term memory networks for financial market predictions2,827 cited
1993The Distribution Free Newsboy Problem: Review and Extensions803 cited
2006A Robust Optimization Approach to Inventory Theory708 cited
1959Studies in Mathematical Theory of Inventory and Production696 cited
2005A Min-Max Solution of an Inventory Problem552 cited
2015Analytics for an Online Retailer: Demand Forecasting and Price Optimization542 cited
2018The Big Data Newsvendor: Practical Insights from Machine Learning510 cited
2010The newsvendor problem: Review and directions for future research484 cited
2007A Robust Optimization Perspective on Stochastic Programming362 cited
2016Inventory and Production Management in Supply Chains287 cited
2018Exploring the use of deep neural networks for sales forecasting in fashion retail262 cited
2007Provably Near-Optimal Sampling-Based Policies for Stochastic Inventory Control Models261 cited
2015The Data-Driven Newsvendor Problem: New Bounds and Insights

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

260 cited

2001Forecasting aggregate retail sales:258 cited

Cited by

2022Predictive analytics for demand forecasting: A deep learning-based decision support system114 cited
2020A cross-temporal hierarchical framework and deep learning for supply chain forecasting76 cited
2020Catch me if you scan: Data-driven prescriptive modeling for smart store environments27 cited
2023IACPPO: A deep reinforcement learning-based model for warehouse inventory replenishment24 cited
2024Data Analytics in Supply Chain Management: A State-of-the-Art Literature Review18 cited
2025A systematic review of machine learning approaches in inventory control optimization15 cited
2023Data-driven risk-averse newsvendor problems: developing the CVaR criteria and support vector machines15 cited