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Author

Tamás Bérczes

2 papers indexed here

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Conference Aug 2026

AI-Enhanced Grouped Time-Series Forecasting with Weather and Holiday Effects

Operational wholesale forecasting depends on two levers: external drivers such as weather and holidays, and hierarchical coherence across customer groups. Their interaction with modern deep sequence models on multi-year business-to-business data is rarely measured with formal uncertainty quantification. We benchmark fo...

D. T. Ho, Man Duc Nguyen, Tamás Bérczes · 0 citations
Conference Aug 2026

Stabilised Koopman Kinematic Modelling and Tracking Control of a Manipulator

This paper presents a Koopman-based data-driven kinematic modelling and tracking control framework for a 7-DOF manipulator. State and squared-state lifting functions map the nonlinear forward kinematics into a linear lifted space, where system matrices are identified via ordinary least squares and stabilised by scaling...

Ye Xing, Shuai-Shi Liu, Chang-Lin Yu et al. · 0 citations

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