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Author

Mehran Nasseri

ORCID: 0000-0003-3562-2240
Observed ORCID: 0000-0003-3562-2240
OpenAlex ID: A5069432801
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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Resource leveling in construction projects with activity splitting and resource constraints: a simulated annealing optimization
2018 · S. Madeh Piryonesi, Mehran Nasseri, et al. · Canadian Journal of Civil Engineering · 29
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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
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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Leveraging Large Language Models for Literature Review Tasks - A Case Study Using ChatGPT
2023 · Robert Zimmermann, Marina Staab, et al. · Communications in computer and information science · 14
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
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
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
Resource leveling in construction projects with activity splitting and resource constraints: a simulated annealing optimization
2023 · S. Madeh Piryonesi, Mehran Nasseri, et al. · 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.
Climate Change Impact on Asset Management of Pavement in North America
2026 · S. Madeh Piryonesi, Milad Azvar, et al. · International Conference on Advanced Composite Materials in Bridges and Structures (ACMBS)
Forecasting Without Fine-Tuning: Zero-Shot Foundation Models vs. Traditional Approaches
2026 · Sina Mirsahi, Taha Falatouri, et al. · Procedia Computer Science
Two-Step Framework for Intermittent Demand Forecasting
2026 · Sina Mirshahi, Taha Falatouri, et al. · Procedia Computer Science
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
Resource leveling in construction projects with activity splitting and resource constraints: a simulated annealing optimization
2023 · S. Madeh Piryonesi, Mehran Nasseri, et al.
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Distributed scheduling policy to coordinate activities of companies in a port
2015 · Mehran Nasseri
Efficient Business Intelligence systems utilization : Deliberation of information quality significance on decision-making
2012 · Mahboobeh Abadal Mahmood Abadi, Mehran Nasseri, et al.
Works count: 20
Citation count: 179
H-index: 7
I10-index: 6
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