Shaoqing Guo
Doctoral Researcher
Doctoral Researcher
T212 Department of Energy and Mechanical Engineering
Full researcher profile
https://research.aalto.fi/...
Email
shaoqing.guo@aalto.fi
Phone number
+358504766338
Research groups
- Marine and Arctic Technology, Doctoral Researcher
Publications
A Surrogate Ship Trajectory Construction Method for Efficient Similarity Measurement in AIS Data Clustering Analysis
Shaoqing Guo, Victor Bolbot, Osiris A. Valdez Banda
2025
Proceedings of the 35th European Safety and Reliability & the 33rd Society for Risk Analysis Europe Conference
Overcoming Clustering Bottlenecks in Ship Trajectory Pattern Recognition
Shaoqing Guo, Victor Bolbot, Liangliang Lu, Pengfei Chen, Osiris Valdez Banda
2025
Probabilistic prediction of risky ship encounters using Bayesian Logistic Regression
S. Guo, V. Bolbot, L. Lu, O.A. Valdez Banda
2025
Trends in Collision and Grounding of Ships and Offshore Structures
A Stacking-Based Ensemble Learning Model for Intelligent Ship Trajectory Interpolation
Yuejin Li, Shaoqing Guo, Pengfei Chen, Linying Chen, Junmin Mou
2025
Reliability Engineering and System Safety
An adaptive trajectory compression and feature preservation method for maritime traffic analysis
Shaoqing Guo, Victor Bolbot, Osiris Valdez Banda
2024
Ocean Engineering
Identification of hazardous encounter scenarios using AIS data for collision avoidance system testing
Shaoqing Guo, Victor Bolbot, Ahmad BahooToroody, Osiris A. Valdez Banda, Chee Loon Siow
2023
Advances in the Collision and Grounding of Ships and Offshore Structures
An Anomaly Detection Method for AIS Trajectory Based on Kinematic Interpolation
Shaoqing Guo, Junmin Mou, Linying Chen, Pengfei Chen
2021
Journal of Marine Science and Engineering
Improved kinematic interpolation for AIS trajectory reconstruction
Shaoqing Guo, Junmin Mou, Linying Chen, Pengfei Chen
2021
Ocean Engineering