Cold-Start Promotional Sales Forecasting Through Gradient Boosted-Based Contrastive Explanations

Multiple Machine Learning solutions in Industry exist where interpretability is required. In retail, this is especially important when dealing with cold-start forecasting of promotional sales. In the planning phase of these promotions, retailers produce sales predictions that are scrutinised by both...

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Bibliographic Details
Main Authors: Carlos Aguilar-Palacios, Sergio Munoz-Romero, Jose Luis Rojo-Alvarez
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9149573/