An Explainable Artificial Intelligence Approach for Multi-Criteria ABC Item Classification

An Explainable Artificial Intelligence Approach for Multi-Criteria ABC Item Classification

Multi-criteria ABC classification is a useful model for automatic inventory management and optimization. This model enables a rapid classification of inventory items into three groups, having varying managerial levels. Several methods, based on different criteria and principles, were proposed to bui...

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Bibliographic Details
Main Authors: Alaa Asim Qaffas, Mohamed-Aymen Ben HajKacem, Chiheb-Eddine Ben Ncir, Olfa Nasraoui
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Journal of Theoretical and Applied Electronic Commerce Research
Subjects:
eXplainable Artificial Intelligence (XAI)
explainable clustering
shapely additive explanations (SHAP)
ABC model
multi-criteria ABC classification
inventory management
Online Access:https://www.mdpi.com/0718-1876/18/2/44

Internet

https://www.mdpi.com/0718-1876/18/2/44

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