Yi Tan

Improving air quality prediction accuracy at larger temporal resolutions using deep learning and transfer learning techniques

Jun Ma, Jack C.P. Cheng, Changqing Lin et al. · Atmospheric Environment · 2019 · 259 citations

Data Augmentation, Pollution Detection, Environmental Monitoring +13

Computational Methods of Acquisition and Processing of 3D Point Cloud Data for Construction Applications

Qian Wang, Yi Tan, Zhongya Mei · Archives of Computational Methods in Engineering · 2019 · 247 citations

Geometric Modeling, Construction Technology, Engineering +14

Identification of high impact factors of air quality on a national scale using big data and machine learning techniques

Jun Ma, Yuexiong Ding, Jack C.P. Cheng et al. · Journal of Cleaner Production · 2019 · 155 citations

Pollution Detection, Environmental Monitoring, Engineering +14

Automatic inspection data collection of building surface based on BIM and UAV

Yi Tan, Silin Li, Hailong Liu et al. · Automation in Construction · 2021 · 155 citations

Engineering, Surveying, Field Robotics +6

Analyzing the Leading Causes of Traffic Fatalities Using XGBoost and Grid-Based Analysis: A City Management Perspective

Jun Ma, Yuexiong Ding, Jack C.P. Cheng et al. · IEEE Access · 2019 · 127 citations · Full text

Engineering, Smart City, Safety Science +20