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  • Search: subject:"Multivariate time-series forecasting"
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Year of publication
Subject
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Forecasting model 3 Multivariate time-series forecasting 3 Prognoseverfahren 3 Theorie 3 Theory 3 Time series analysis 3 Zeitreihenanalyse 3 Demand 2 Demand forecasting 2 Nachfrage 2 Attention mechanism 1 Bayes-Statistik 1 Bayesian inference 1 Bestandsmanagement 1 Customer segmentation 1 Ensemble deep learning 1 Ensemble learning 1 Forecast 1 Inventory management 1 Inventory model 1 Lagerhaltungsmodell 1 Lagermanagement 1 Limit order book 1 Optimization 1 Prognose 1 Securities trading 1 Spatiotemporal embedding 1 Warehouse management 1 Wertpapierhandel 1
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Online availability
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CC license 2 Free 2 Undetermined 1
Type of publication
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Article 3
Type of publication (narrower categories)
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Article in journal 3 Aufsatz in Zeitschrift 3
Language
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English 3
Author
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Mafakheri, Fereshteh 2 Seyedan, Mahya 2 Wang, Chun 2 Jung, Jiwon 1 Lee, Kiseop 1
Published in...
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Quantitative finance 1 Supply chain analytics 1
Source
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ECONIS (ZBW) 3
Showing 1 - 3 of 3
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Order-up-to-level inventory optimization model using time-series demand forecasting with ensemble deep learning
Seyedan, Mahya; Mafakheri, Fereshteh; Wang, Chun - In: Supply chain analytics 3 (2023), pp. 1-13
Inventory control aims to meet customer demands at a given service level while minimizing cost. As a result of market volatility, customer demand is generally changing, and ignoring this uncertainty could lead to under or over-estimation of inventories resulting in shortages or inefficiencies....
Persistent link: https://www.econbiz.de/10014516502
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Attention-based reading, highlighting, and forecasting of the limit order book
Jung, Jiwon; Lee, Kiseop - In: Quantitative finance 25 (2025) 7, pp. 1015-1027
Persistent link: https://www.econbiz.de/10015534174
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Cluster-based demand forecasting using Bayesian model averaging : an ensemble learning approach
Seyedan, Mahya; Mafakheri, Fereshteh; Wang, Chun - 2022
Demand forecasting is an important aspect in supply chain management that could contribute to enhancing the profit and increasing the efficiency by aligning the supply channels with anticipated demand. In the retail industry, customers and their needs are diverse making demand forecasting a...
Persistent link: https://www.econbiz.de/10013339183
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