22 citations · 25 across the 3 of their papers we have counts for
3 papers
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…
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…
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…