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Farzaneh Darbanian
Farzaneh Darbanian
Master of Engineering in Logistics and Supplychain
Verified email at fh-steyr.at
Title
Cited by
Cited by
Year
Impact of COVID-19 on the customer end of retail supply chains: A big data analysis of consumer satisfaction
P Brandtner, F Darbanian, T Falatouri, C Udokwu
Sustainability 13 (3), 1464, 2021
132*2021
Predictive analytics for demand forecasting–a comparison of SARIMA and LSTM in retail SCM
T Falatouri, F Darbanian, P Brandtner, C Udokwu
Procedia Computer Science 200, 993-1003, 2022
662022
A multi-objective model for location of transfer stations: case study in waste management system of Tehran
A Jabbarzadeh, F Darbaniyan, MS Jabalameli
Journal of Industrial and Systems Engineering 9 (1), 109-125, 2016
252016
Applications of big data analytics in supply chain management: findings from expert interviews
P Brandtner, C Udokwu, F Darbanian, T Falatouri
Proceedings of the 2021 4th International Conference on Computers in …, 2021
192021
Evaluating technique for capturing customer satisfaction data in retail supply chain
C Joseph Udokwu, F Darbanian, TN Falatouri, P Brandtner
Proceedings of the 4th International Conference on E-commerce, E-Business …, 2020
152020
Dimensions of data analytics in supply chain management: objectives, indicators and data questions
P Brandtner, C Udokwu, F Darbanian, T Falatouri
Proceedings of the 2021 4th International Conference on Computers in …, 2021
132021
Proposals for addressing research gaps at the intersection of data analytics and supply chain management
C Udokwu, P Brandtner, F Darbanian, T Falatouri
Journal of Advances in Information Technology 13 (4), 2022
92022
Improving sales prediction for point-of-sale retail using machine learning and clustering
C Udokwu, P Brandtner, F Darbanian, T Falatouri
Machine Learning and Data Analytics for Solving Business Problems: Methods …, 2022
52022
Applying Machine Learning in Retail Demand Prediction—A Comparison of Tree-Based Ensembles and Long Short-Term Memory-Based Deep Learning
M Nasseri, T Falatouri, P Brandtner, F Darbanian
Applied Sciences 13 (19), 11112, 2023
22023
Applications of Large Language Models (LLMs) in Business Analytics–Exemplary Use Cases in Data Preparation Tasks
M Nasseri, P Brandtner, R Zimmermann, T Falatouri, F Darbanian, ...
International Conference on Human-Computer Interaction, 182-198, 2023
22023
Design and Implementation of a Product Recommendation System with Association and Clustering Algorithms
C Udokwu, R Zimmermann, F Darbanian, T Obinwanne, P Brandtner
Procedia Computer Science 219, 512-520, 2023
22023
Maintenance forecasting model for geographically distributed home appliances using spatial-temporal networks
T Falatouri, P Brandtner, M Nasseri, F Darbanian
Procedia Computer Science 219, 495-503, 2023
12023
Data Analytics in Supply Chain Management: A State-of-the-Art Literature Review
F Darbanian, P Brandtner, T Falatouri, M Nasseri
Operations and Supply Chain Management: An International Journal 17 (1), 1-31, 2024
2024
Shedding Light on the Black Box: Explainable AI for Predicting Household Appliance Failures
T Falatouri, M Nasseri, P Brandtner, F Darbanian
International Conference on Human-Computer Interaction, 69-83, 2023
2023
Development of an Ensemble Modeling Framework for Data Analytics in Supply Chain Management
C Udokwu, R Zimmermann, P Brandtner, T Obinwanne
Journal of Advances in Information Technology 14 (6), 2023
2023
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