Mehran Nasseri

According to our database, Mehran Nasseri authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

Reviewing the Literature to Guide AI Method Choice: Scoping Its Usefulness in the Context of Inventory Management Studies.

Thomas Fischer, Patrick Brandtner, Farzaneh Darbanian, Taha Falatouri, Sina Mirshahi, Mehran Nasseri

IEEE Access, 2025

Forecasting Without Fine-Tuning: Zero-Shot Foundation Models vs. Traditional Approaches.

Sina Mirshahi, Taha Falatouri, Patrick Brandtner, Mehran Nasseri, Zuzana Komínková Oplatkova

Proceedings of the 7th International Conference on Industry of the Future and Smart Manufacturing (ISM 2025), 2025

Two-Step Framework for Intermittent Demand Forecasting.

Sina Mirshahi, Taha Falatouri, Mehran Nasseri, Patrick Brandtner, Zuzana Komínková Oplatková

Proceedings of the CENTERIS 2025 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2025

2024

Enhancing Resource Assignment Efficiency in Service Industry: A Predict-then-Optimize Approach with XGBoost.

Mehran Nasseri, Taha Falatouri, Patrick Brandtner, Farzaneh Darbanian, Sina Mirshahi

Proceedings of the 6th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2024), 2024

2023

Applications of Large Language Models (LLMs) in Business Analytics - Exemplary Use Cases in Data Preparation Tasks.

Mehran Nasseri, Patrick Brandtner, Robert Zimmermann, Taha Falatouri, Farzaneh Darbanian, Tobechi Obinwanne

Proceedings of the HCI International 2023 - Late Breaking Papers, 2023

Shedding Light on the Black Box: Explainable AI for Predicting Household Appliance Failures.

Taha Falatouri, Mehran Nasseri, Patrick Brandtner, Farzaneh Darbanian

Proceedings of the HCI International 2023 - Late Breaking Papers, 2023

Leveraging Large Language Models for Literature Review Tasks - A Case Study Using ChatGPT.

Robert Zimmermann, Marina Staab, Mehran Nasseri, Patrick Brandtner

Proceedings of the Advanced Research in Technologies, Information, Innovation and Sustainability, 2023

2022

Maintenance Forecasting Model for Geographically Distributed Home Appliances Using Spatial-Temporal Networks.

Taha Falatouri, Patrick Brandtner, Mehran Nasseri, Farzaneh Darbanian

Proceedings of the CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2022