Search Results - subject:"demand forecasting"

Demand forecasting new fashion products : a review paper

Anitha S.; Neelakandan R. - In: Journal of forecasting 44 (2025) 2, pp. 270-280

Persistent link: https://www.econbiz.de/10015374020

Do global forecasting models require frequent retraining?

Zanotti, Marco - 2025

Persistent link: https://www.econbiz.de/10015410934

A comparative assessment of holt winter exponential smoothing and autoregressive integrated moving average for inventory optimization in supply chains

Kumar, Lalji; Khedlekar, Sudhakar; Khedlekar, Uttam Kumar - In: Supply chain analytics 8 (2024), pp. 1-16

Precise demand forecasting and agile pricing strategies are crucial in modern business. This study aims to enhance … patterns over time. In the context of supply chain and inventory management, efficient demand forecasting and dynamic pricing … consistently outperforms HWES in minimizing lost sales, demonstrating its efficacy in demand forecasting, mitigating stockouts, and …

Persistent link: https://www.econbiz.de/10015325094

Predictably unpredictable? : how judgmental and machine learning forecasts complement each other

Nair, Devadrita; Huchzermeier, Arnd - In: Production and operations management : the flagship … 33 (2024) 5, pp. 1214-1234

Persistent link: https://www.econbiz.de/10014577000

A hybrid forecasting architecture for air passenger demand considering search engine data and spatial effect

Chen, Jiaqi; Wang, Yingying - In: Journal of air transport management : a new … 118 (2024), pp. 1-21

Persistent link: https://www.econbiz.de/10015078453

Integration of machine learning in the supply chain for decision making : a systematic literature review

Polo-Triana, Sonia; Gutierrez, Juan Camilo; … - In: Journal of industrial engineering and management : JIEM 17 (2024) 2, pp. 344-372

Purpose: This study presents a systematic literature review that provides a broad and holistic view of how machine learning can be used and integrated to enhance decision-making in various areas of the supply chain, highlighting its combination with other techniques and models....

Persistent link: https://www.econbiz.de/10015375505

Monte Carlo simulation as a demand forecasting tool

Przysucha, Bartosz; Bednarczuk, Piotr; Martyniuk, … - In: European research studies 27 (2024), pp. 103-113

Persistent link: https://www.econbiz.de/10014543712

Leveraging digital, data & AI technologies to increase enterprise value : how private equity firms are getting it right

Zimmerman, Caroline; Alam, Shahbaz; Blaydon, Oliver; … - 2024

Persistent link: https://www.econbiz.de/10014548409

A machine learning framework for predicting weather impact on retail sales

Chan, H.; Wahab, M. I. M. - In: Supply chain analytics 5 (2024), pp. 1-14

The weather affects the sales of many retail products worldwide. As the weather becomes more erratic due to climate change, retail organizations must respond by incorporating weather information into their sales forecasting models. This study proposes a modeling framework for identifying,...

Persistent link: https://www.econbiz.de/10014516549

Decoding the future : proposing an interpretable machine learning model for hotel occupancy forecasting using principal component analysis

Contessi, Daniele; Viverit, Luciano; Pereira, Luis Nobre; … - In: International journal of hospitality management 121 (2024), pp. 1-17

Persistent link: https://www.econbiz.de/10015071350