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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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Projects
- 1 Active
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LOG-JRC PREVAIL - PREdictive VAlue network InteLligence
Brandtner, P., Petschnik, E., Traxler, R., Nasseri, M., Mirshahi, S., Fischer, T. M., Falatouri, T. & Darbanian, F.
01.01.2023 → 31.12.2027
Project: Research Project
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Applications of Large Language Models (LLMs) in Business Analytics – Exemplary Use Cases in Data Preparation Tasks
Nasseri, M., Brandtner, P., Zimmermann, R., Falatouri, T., Darbanian, F. & Obinwanne, T., 2023, HCI International 2023 – Late Breaking Papers - 25th International Conference on Human-Computer Interaction, HCII 2023, Proceedings. Degen, H., Ntoa, S. & Moallem, A. (eds.). Springer, p. 182-198 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14059 LNCS).Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review
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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
Nasseri, M., Falatouri, T., Brandtner, P. & Darbanian, F., Oct 2023, In: Applied Sciences (Switzerland). 13, 19, 11112.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Design and Implementation of a Product Recommendation System with Association and Clustering Algorithms
Udokwu, C., Zimmermann, R., Darbanian, F., Obinwanne, T. & Brandtner, P., 2023, In: Procedia Computer Science. 219, p. 512-520 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access1 Citation (Scopus) -
Maintenance Forecasting Model for Geographically Distributed Home Appliances Using Spatial-Temporal Networks
Falatouri, T., Brandtner, P., Nasseri, M. & Darbanian, F., 2023, In: Procedia Computer Science. 219, p. 495-503 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access1 Citation (Scopus) -
Shedding Light on the Black Box: Explainable AI for Predicting Household Appliance Failures
Falatouri, T., Nasseri, M., Brandtner, P. & Darbanian, F., 2023, HCI International 2023 – Late Breaking Papers - 25th International Conference on Human-Computer Interaction, HCII 2023, Proceedings. Degen, H., Ntoa, S. & Moallem, A. (eds.). Springer, p. 69-83 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14059 LNCS).Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review