Hu Yang

An origin–destination passenger flow prediction system based on convolutional neural network and passenger source-based attention mechanism

Sirui Lv, Kaipeng Wang, Hu Yang et al. · Expert Systems with Applications · 2023 · 38 citations

Traffic Prediction, Transport Network Analysis, Transportation Engineering +1

A semi-supervised co-training model for predicting passenger flow change in expanding subways

Kaipeng Wang, Bao Guo, Hu Yang et al. · Expert Systems with Applications · 2022 · 25 citations

Transport Network Analysis, Engineering, Machine Learning +9

A new FCM-XGBoost system for predicting Pavement Condition Index

Lin Lin, Shengnan Li, Kaipeng Wang et al. · Expert Systems with Applications · 2024 · 23 citations

Highway Pavement, Engineering, Machine Learning +9

Understanding individual and collective human mobility patterns in twelve crowding events occurred in Shenzhen

Bao Guo, Hu Yang, Zhou Hui et al. · Sustainable Cities and Society · 2022 · 14 citations · Full text

Crowd Behavior, Human Mobility, Communication +3

A K-Shape Clustering Based Transformer-Decoder Model for Predicting Multi-Step Potentials of Urban Mobility Field

Hu Yang, Changxin Yan, Zhiqiang Chen et al. · IEEE Transactions on Intelligent Transportation Systems · 2024 · 10 citations