Documentos de Aguilar-Palacios C. | REDI

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Palabras Claves: "retail promotions"

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supply chain(2)

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contrastive explanations(1)

interpretable ML (iML)(1)

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

Abstract: Multiple Machine Learning solutions in Industry exist where interpretability is required. In retail,

Palabras claves:

Cold-start forecasting, contrastive explanations, interpretable ML (iML), retail promotions, supply chain

Aguilar-Palacios C., Jose Luis Rojo-Álvarez, Muoz-Romero S.

Causal Quantification of Cannibalization during Promotional Sales in Grocery Retail

Abstract: In food and grocery retail, sales cannibalisation during promotions occurs when a promoted product h

Palabras claves:

Causal inference, interpretable machine learning (iML), retail promotions, sales cannibalization, supply chain

Aguilar-Palacios C., Jose Luis Rojo-Álvarez, Muoz-Romero S.