Projects per year
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Dive into the research topics where Farzaneh Darbanian is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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LOG-JRC PREVAIL - PREdictive VAlue network InteLligence
Brandtner, P. (PI), Petschnik, E. (CoI), Traxler, R. (CoI), Nasseri, M. (CoI), Falatouri, T. (CoI), Darbanian, F. (CoI), Fischer, T. M. (CoI) & Mirshahi, S. (CoI)
01.01.2023 → 31.12.2027
Project: Research Project
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Predictive Service and Maintenance
Brandtner, P. (PI), Darbanian, F. (PI), Falatouri, T. (PI) & Nasseri, M. (PI)
01.10.2021 → 31.12.2022
Project: Research Project
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NEXT: patterN rEcognition and eXtended value network foresighT
Brandtner, P. (PI), Darbanian, F. (PI), Falatouri, T. (PI), Nasseri, M. (PI), Udokwu, C. J. (PI) & Obinwanne, T. M. (PI)
01.01.2019 → 31.12.2022
Project: Research Project
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Data-Driven Adaptive Demand Classification: Integrating Prediction Performance and Threshold Expansion
Mirshahi, S., Falatouri, T., Brandtner, P., Nasseri, M., Darbanian, F. & Oplatkova, Z. K., 2025, International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025. Institute of Electrical and Electronics Engineers Inc., (International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025).Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review
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Enhancing Resource Assignment Efficiency in Service Industry: A Predict-then-Optimize Approach with XGBoost
Nasseri, M., Falatouri, T., Brandtner, P., Darbanian, F. & Mirshahi, S., 2025, In: Procedia Computer Science. 253, p. 644-653 10 p.Research output: Contribution to journal › Conference article › peer-review
Open Access3 Citations (Scopus) -
Timing Matters: How pre- and post-holiday promotions affect fresh and frozen product sales in grocery retail
Darbanian, F., Brandtner, P., Falatouri, T., Nasseri, M. & Mirshahi, S., 1 Jul 2025, In: Journal of Retailing and Consumer Services. 85, p. 104317 104317.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Data Analytics in Supply Chain Management: A State-of-the-Art Literature Review
Darbanian, F., Brandtner, P., Falatouri, T. & Nasseri, M., 2024, In: Operations and Supply Chain Management. 17, 1, p. 1-31 31 p.Research output: Contribution to journal › Article › peer-review
Open Access14 Citations (Scopus) -
Ridesharing as a part of modal shift: An Austrian Pilot case study.
Juppe, M., Darbanian, F., Schildorfer, W. & Tockner, R., 15 Jul 2024.Research output: Contribution to conference › Paper › peer-review