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Farzaneh Darbanian

ORCID: 0000-0002-7828-5638
Observed ORCID: 0000-0002-7828-5638
OpenAlex ID: A5075961917
Predictive Analytics for Demand Forecasting – A Comparison of SARIMA and LSTM in Retail SCM
2022 · Taha Falatouri, Farzaneh Darbanian, et al. · Procedia Computer Science · 149
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Impact of COVID-19 on the Customer End of Retail Supply Chains: A Big Data Analysis of Consumer Satisfaction
2021 · Patrick Brandtner, Farzaneh Darbanian, et al. · Sustainability · 119
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Applying Machine Learning in Retail Demand Prediction—A Comparison of Tree-Based Ensembles and Long Short-Term Memory-Based Deep Learning
2023 · Mehran Nasseri, Taha Falatouri, et al. · Applied Sciences · 58
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Applications of Large Language Models (LLMs) in Business Analytics – Exemplary Use Cases in Data Preparation Tasks
2023 · Mehran Nasseri, Patrick Brandtner, et al. · Lecture notes in computer science · 28
Applications of Big Data Analytics in Supply Chain Management: Findings from Expert Interviews
2021 · Patrick Brandtner, Chibuzor Udokwu, et al. · International Conference on Computers in Management and Business (ICCMB) · 21
Data Analytics in Supply Chain Management: A State-of-the-Art Literature Review
2024 · Farzaneh Darbanian, Patrick Brandtner, et al. · Operations and Supply Chain Management An International Journal · 18
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Dimensions of Data Analytics in Supply Chain Management: Objectives, Indicators and Data Questions
2021 · Patrick Brandtner, Chibuzor Udokwu, et al. · International Conference on Computers in Management and Business (ICCMB) · 18
Design and Implementation of a Product Recommendation System with Association and Clustering Algorithms
2023 · Chibuzor Udokwu, Robert Zimmermann, et al. · Procedia Computer Science · 16
Evaluating Technique for Capturing Customer Satisfaction Data in Retail Supply Chain
2020 · Chibuzor Joseph Udokwu, Farzaneh Darbanian, et al. · International Conference on E-Commerce, E-Business and E-Government (ICEEG) · 12
Timing Matters: How pre- and post-holiday promotions affect fresh and frozen product sales in grocery retail
2025 · Farzaneh Darbanian, Patrick Brandtner, et al. · Journal of Retailing and Consumer Services · 10
Proposals for Addressing Research Gaps at the Intersection of Data Analytics and Supply Chain Management
2022 · Chibuzor Udokwu, Patrick Brandtner, et al. · Journal of Advances in Information Technology · 9
Service quality dimensions in Austrian food retailing – a text mining approach for physical retail stores
2024 · Taha Falatouri, Patrick Brandtner, et al. · The International Review of Retail Distribution and Consumer Research · 8
Improving Sales Prediction for Point-of-Sale Retail Using Machine Learning and Clustering
2022 · Chibuzor Udokwu, Patrick Brandtner, et al. · Unsupervised and semi-supervised learning · 7
Maintenance Forecasting Model for Geographically Distributed Home Appliances Using Spatial-Temporal Networks
2023 · Taha Falatouri, Patrick Brandtner, et al. · Procedia Computer Science · 6
Shedding Light on the Black Box: Explainable AI for Predicting Household Appliance Failures
2023 · Taha Falatouri, Mehran Nasseri, et al. · Lecture notes in computer science · 4
Enhancing Resource Assignment Efficiency in Service Industry: A Predict-then-Optimize Approach with XGBoost
2025 · Mehran Nasseri, Taha Falatouri, et al. · Procedia Computer Science · 2
Data-Driven Adaptive Demand Classification: Integrating Prediction Performance and Threshold Expansion
2025 · Sina Mirshahi, Taha Falatouri, et al. · International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) · 1
Operationalisierung Künstlicher Intelligenz im Supply-Chain-Management – Insights aus dem Josef Ressel Zentrum für Predictive Value Network Intelligence (JRC PREVAIL)
2026 · Patrick Brandtner, Farzaneh Darbanian, et al.
Reviewing the Literature to Guide AI Method Choice: Scoping Its Usefulness in the Context of Inventory Management Studies
2025 · Thomas Fischer, Patrick Brandtner, et al. · IEEE Access
Ridesharing as a part of modal shift: An Austrian Pilot case study.
2024 · Farzaneh Darbanian, Melanie Juppe, et al. · AHFE international
Works count: 20
Citation count: 486
H-index: 10
I10-index: 10
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