Yang Liu
Yang Liu is a Marie Skłodowska-Curie Fellow (MSCA-IF) in the Department of Architecture and Civil Engineering. Dr. Yang Liu has gained a wealth of experience in the theory of interdisciplinary applications of machine learning techniques and has published 10 JCR Q1 journal papers. Yang Liu is also experienced in the practice of AI techniques such as reinforcement learning and deep learning and has also won several world prizes in AI competitions organized by leading international AI conferences or research institutes, including the 1st place of KDD Cup, the most well-known algorithm competition in data mining.
Showing 8 publications
Model Controlled Prediction: A Reciprocal Alternative of Model Predictive Control
A spatio-temporal deep learning model for short-term bike-sharing demand prediction
How machine learning informs ride-hailing services: A survey
Personalized Modeling of Travel Behaviors and Traffic Dynamics
DeepTSP: Deep traffic state prediction model based on large-scale empirical data
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Showing 3 research projects
ATEM - Accelerating transport electrification by machine learning
Accelerating transport electrification by machine learning
ICV-Safe: Testing safety of intelligent connected vehicles in open and mixed road environment