Farzaneh Darbanian

Predictive Analytics for Demand Forecasting – A Comparison of SARIMA and LSTM in Retail SCM

Taha Falatouri, Farzaneh Darbanian, Patrick Brandtner et al. · Procedia Computer Science · 2022 · 132 citations · Full text

Management, Retail Management, Supply Chain Management +13

Impact of COVID-19 on the Customer End of Retail Supply Chains: A Big Data Analysis of Consumer Satisfaction

Patrick Brandtner, Farzaneh Darbanian, Taha Falatouri et al. · Sustainability · 2021 · 119 citations · Full text

Business, Marketing, Supply Chain Management +17

Applying Machine Learning in Retail Demand Prediction—A Comparison of Tree-Based Ensembles and Long Short-Term Memory-Based Deep Learning

Mehran Nasseri, Taha Falatouri, Patrick Brandtner et al. · Applied Sciences · 2023 · 44 citations · Full text

Computing, Retail Management, Supply Chain Management +17

Applications of Big Data Analytics in Supply Chain Management: Findings from Expert Interviews

Patrick Brandtner, Chibuzor Udokwu, Farzaneh Darbanian et al. · 2021 · 16 citations

Management, Management Information Systems, Supply Chain Management +8

Design and Implementation of a Product Recommendation System with Association and Clustering Algorithms

Chibuzor Udokwu, Robert Zimmermann, Farzaneh Darbanian et al. · Procedia Computer Science · 2023 · 16 citations · Full text

Computing, Marketing, Retail Management +13