119 citations
- University of Southern DenmarkDK22 papers
- Technical University of MunichDE2 papers
- Aalborg UniversityDK1 paper
- Bandung Institute of TechnologyID1 paper
- Beihang UniversityCN1 paper
- Bernstein Center for Computational Neuroscience GöttingenDE1 paper
- Christian-Albrechts-Universität zu KielDE1 paper
- Clausthal University of TechnologyDE1 paper
- Fraunhofer Institute for Production Technology IPTDE1 paper
- Institut Teknologi Sepuluh NopemberID1 paper
- Italian Institute of TechnologyIT1 paper
- Khalifa University of Science and TechnologyAE1 paper
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cs.IR2025★ 22 cited
A systematic data characteristic understanding framework towards physical-sensor big data challenges
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
Big data present new opportunities for modern society while posing challenges for data scientists. Recent advancements in sensor networks and the widespread adoption of IoT have le…
cs.LG2025★ 2 cited
Fuel Efficiency Analysis of the Public Transportation System Based on the Gaussian Mixture Model Clustering
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Ma
Public transportation is a major source of greenhouse gas emissions, highlighting the need to improve bus fuel efficiency. Clustering algorithms assist in analyzing fuel efficiency…
cs.IR2025★ 1 cited
DataPro -- A Standardized Data Understanding and Processing Procedure: A Case Study of an Eco-Driving Project
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
A systematic pipeline for data processing and knowledge discovery is essential to extracting knowledge from big data and making recommendations for operational decision-making. The…