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Author

Yuki Nakamura

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Review Open access 2024

Machine Learning Approaches for Adaptive Forecasting Systems

Adaptive forecasting systems have become essential for analyzing dynamic and uncertain real-world data, where traditional static forecasting models often fail due to changing patterns, concept drift, and non-stationary conditions. Machine learning techniques, including supervised learning, ensemble methods, neural netw...

Yuki Nakamura · 0 citations
Open access 2023

Development of Autonomous Monitoring Drones for Infrastructure Inspection

This study proposes an AI-enabled autonomous drone framework for infrastructure inspection that integrates intelligent flight planning, automated data collection, computer vision-based defect detection, and condition assessment that enhances inspection accuracy, operational safety, and scalability compared to tradition...

Yuki Nakamura · 0 citations

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