Time series imaging-based deep learning method for inventory control

Data-driven newsvendor methods offer promising solutions for estimating replenishment quantity within complex markets by leveraging demand-related features. However, most features utilized by these methods rely on manual selection, and some important unobservable features cannot be thoroughly utiliz...

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Bibliographic Details

Published in:	International journal of general systems Vol. 54; no. 3; pp. 271 - 297
Main Authors:	Tian, Yu-Xin, Zhang, Chuan
Format:	Journal Article
Language:	English
Published:	Abingdon Taylor & Francis 03.04.2025 Taylor & Francis LLC
Subjects:	Artificial neural networks Control data (computers) Data-driven method Decision making Deep learning Imaging Inventory control Multilayer perceptrons Time series time series imaging
ISSN:	0308-1079, 1563-5104
Online Access:	Get full text
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