A Novel Autoencoder-Integrated Clustering Methodology for Inventory Classification: A Real Case Study for White Goods Industry
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- Baumgärtner, Stefan & Quaas, Martin, 2010.
"What is sustainability economics?,"
Ecological Economics, Elsevier, vol. 69(3), pages 445-450, January.
- Stefan Baumgärtner & Martin F. Quaas, 2009. "What is sustainability economics?," Working Paper Series in Economics 138, University of Lüneburg, Institute of Economics.
- Ester Guijarro & Eugenia Babiloni & Manuel Cardós, 2022. "On the estimation of the fill rate for the continuous (s, S) inventory system for the lost sales context," PLOS ONE, Public Library of Science, vol. 17(2), pages 1-13, February.
- Tsai, Chi-Yang & Yeh, Szu-Wei, 2008. "A multiple objective particle swarm optimization approach for inventory classification," International Journal of Production Economics, Elsevier, vol. 114(2), pages 656-666, August.
- Krongthong Heebkhoksung, 2024. "A New Paradigm for Sustainable Supply Chain Management for Business Operation," Sustainability, MDPI, vol. 16(14), pages 1-16, July.
- Millstein, Mitchell A. & Yang, Liu & Li, Haitao, 2014. "Optimizing ABC inventory grouping decisions," International Journal of Production Economics, Elsevier, vol. 148(C), pages 71-80.
- Wang, Kejun & Qi, Xiaoxia & Liu, Hongda & Song, Jiakang, 2018. "Deep belief network based k-means cluster approach for short-term wind power forecasting," Energy, Elsevier, vol. 165(PA), pages 840-852.
- Lolli, F. & Ishizaka, A. & Gamberini, R., 2014. "New AHP-based approaches for multi-criteria inventory classification," International Journal of Production Economics, Elsevier, vol. 156(C), pages 62-74.
- Li, Kehua & Ma, Zhenjun & Robinson, Duane & Ma, Jun, 2018. "Identification of typical building daily electricity usage profiles using Gaussian mixture model-based clustering and hierarchical clustering," Applied Energy, Elsevier, vol. 231(C), pages 331-342.
- Fatih Yiğit & Şakir Esnaf, 2021. "A new Fuzzy C-Means and AHP-based three-phased approach for multiple criteria ABC inventory classification," Journal of Intelligent Manufacturing, Springer, vol. 32(6), pages 1517-1528, August.
- Zamani Dadaneh, Dariush & Moradi, Sajad & Alizadeh, Behrooz, 2023. "Simultaneous planning of purchase orders, production, and inventory management under demand uncertainty," International Journal of Production Economics, Elsevier, vol. 265(C).
- Wang, Xincheng & Gong, Tianyu, 2024. "Digital-enabled supply chain innovation and CO2 emissions: The contingent role of first-tier supplier's structural holes," Technological Forecasting and Social Change, Elsevier, vol. 201(C).
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Keywords
inventory classification; clustering; sustainable supply chain management; autoencoder; fuzzy c-means; artificial intelligence;All these keywords.
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