Demand Forecasting Systems

Demand Forecasting Systems is a supply chain information system that belongs to the class of decision support systems and is distinguished by its specialized function of predicting future product or service demand through the analysis of historical data, market trends, and statistical models to enhance supply chain planning and responsiveness.

817

Publications

41.5K

Citations

2.3K

Authors

954

Institutions

Publications per year

2017–2026

369

Parents

Supply Chain Information Systems

Children

Causal Demand ForecastingData-driven Demand ForecastingDemand Pattern ClassificationFeature Selection For ForecastingInventory-aware ForecastingLead Time Demand ForecastingMulti-echelon Demand ForecastingPricing Effects ForecastingTemporal Aggregation Effects

Publications

817

Energy models for demand forecasting—A review

L. Suganthi, Anand A. Samuel · Renewable and Sustainable Energy Reviews · 2011 · 1.2K citations

Management, Building Science, Demand Forecasting +11

Application of machine learning techniques for supply chain demand forecasting

Réal A. Carbonneau, Kevin Laframboise, Rustam Vahidov · European Journal of Operational Research · 2007 · 642 citations

Management, Operations Management, Supply Chain Management +11

Forecasting and Anomaly Detection approaches using LSTM and LSTM Autoencoder techniques with the applications in supply chain management

Huu Du Nguyen, Kim Phuc Tran, Sébastien Thomassey et al. · International Journal of Information Management · 2020 · 478 citations · Full text

Computing, Operations Management, Supply Chain Management +15

Forecasting of demand using ARIMA model

Jamal Fattah, Latifa Ezzine, Zineb Aman et al. · International Journal of Engineering Business Management · 2018 · 457 citations · Full text

Management, Supply Chain Management, Demand Forecasting +15

Grey prediction with rolling mechanism for electricity demand forecasting of Turkey

Diyar Akay, Mehmet Atak · Energy · 2007 · 441 citations

Computing, Data Science, Demand Forecasting +11

1–5 of 817

Authors

2.3K

RF
Robert Fildes
Lancaster University, United Kingdom
9 publications · 747 citations
9
h-index
MZ
M. Zied Babaï
Kedge Business School, France
9 publications · 665 citations
9
h-index
AS
Aris Syntetos
Cardiff University, United Kingdom
8 publications · 940 citations
8
h-index
JE
John E. Boylan
Buckinghamshire New University, United Kingdom
8 publications · 615 citations
8
h-index
RT
Ruud Teunter
University of Groningen, Netherlands
5 publications · 554 citations
5
h-index

1–5 of 2.3K

Institutions

954

1–8 of 954

Venues

International Journal of Production Economics
33 publications · 2K citations
29
h-index
Expert Systems with Applications
20 publications · 1.6K citations
19
h-index
European Journal of Operational Research
18 publications · 2.5K citations
17
h-index
International Journal of Forecasting
19 publications · 1.8K citations
16
h-index
Journal of the Operational Research Society
OR · 14 publications · 879 citations
13
h-index

1–5