no code implementations • 4 Mar 2024 • Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Ma
However, there is no comprehensive investigation into energy-efficient driving behaviors and strategies.
no code implementations • 4 Mar 2024 • Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
Advanced machine learning algorithms are increasingly utilized to provide data-based prediction and decision-making support in Industry 4. 0.
no code implementations • 4 Mar 2024 • Zhipeng Ma, Marco Kemmerling, Daniel Buschmann, Chrismarie Enslin, Daniel Lütticke, Robert H. Schmitt
To achieve a more robust causal inference result, this publication proposes a novel data-driven two-phase multi-split causal ensemble model to combine the strengths of different causality base algorithms.
no code implementations • 25 Feb 2024 • Zhipeng Ma, Zheyan Tu, Xinhai Chen, Yan Zhang, Deguo Xia, Guyue Zhou, Yilun Chen, Yu Zheng, Jiangtao Gong
The experimental results demonstrate that JGRM outperforms existing methods in both road segment representation and trajectory representation tasks.
no code implementations • 15 Jan 2024 • Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
To address this research gap, this paper provides a patent overview of eco-driving intelligent systems and algorithms.