Predictive big data analytics for supply chain demand forecasting: methods, applications, and research opportunities
M Seyedan, F Mafakheri - Journal of Big Data, 2020 - Springer
Big data analytics (BDA) in supply chain management (SCM) is receiving a growing
attention. This is due to the fact that BDA has a wide range of applications in SCM, including …
attention. This is due to the fact that BDA has a wide range of applications in SCM, including …
Machine learning based restaurant sales forecasting
To encourage proper employee scheduling for managing crew load, restaurants need
accurate sales forecasting. This paper proposes a case study on many machine learning …
accurate sales forecasting. This paper proposes a case study on many machine learning …
AI and robotics in the European restaurant sector: Assessing potentials for process innovation in a high-contact service industry
K Blöcher, R Alt - Electronic Markets, 2021 - Springer
The restaurant technology market is rapidly evolving and is transforming the restaurant
business as a significant sector of tourism and hospitality. Enabled by artificial intelligence …
business as a significant sector of tourism and hospitality. Enabled by artificial intelligence …
Demand forecasting with color parameter in retail apparel industry using artificial neural networks (ANN) and support vector machines (SVM) methods
In this study, product variety has been taken into account and sales forecasting has been
performed by using artificial intelligence to minimize error rate, in the retail garment industry …
performed by using artificial intelligence to minimize error rate, in the retail garment industry …
Demand forecasting model using hotel clustering findings for hospitality industry
Tourism has become a growing industry day by day with the developing economic
conditions and the increasing communication and social interaction ability of the people …
conditions and the increasing communication and social interaction ability of the people …
A hybrid extreme learning machine model with harris hawks optimisation algorithm: an optimised model for product demand forecasting applications
KD Chaudhuri, B Alkan - Applied Intelligence, 2022 - Springer
Accurate and real-time product demand forecasting is the need of the hour in the world of
supply chain management. Predicting future product demand from historical sales data is a …
supply chain management. Predicting future product demand from historical sales data is a …
Regional manufacturing industry demand forecasting: A deep learning approach
Z Dou, Y Sun, Y Zhang, T Wang, C Wu, S Fan - Applied Sciences, 2021 - mdpi.com
With the rapid development of the manufacturing industry, demand forecasting has been
important. In view of this, considering the influence of environmental complexity and …
important. In view of this, considering the influence of environmental complexity and …
The value of data, machine learning, and deep learning in restaurant demand forecasting: Insights and lessons learned from a large restaurant chain
The restaurant industry has been slow to adopt analytics for the supply chain, operations,
and demand forecasting, with limited research on this sector. The COVID-19 pandemic's …
and demand forecasting, with limited research on this sector. The COVID-19 pandemic's …
Retail Demand Forecasting Using Neural Networks and Macroeconomic Variables
MS Haque - Journal of Mathematics and Statistics Studies, 2023 - al-kindipublisher.com
With the growing competition among firms in the globalized corporate environment and
considering the complexity of demand forecasting approaches, there has been a large …
considering the complexity of demand forecasting approaches, there has been a large …
[HTML][HTML] A Bayesian approach for predicting food and beverage sales in staff canteens and restaurants
Accurate demand forecasting is one of the key aspects for successfully managing
restaurants and staff canteens. In particular, properly predicting future sales of menu items …
restaurants and staff canteens. In particular, properly predicting future sales of menu items …