Ke Wang

A hybrid deep learning model with 1DCNN-LSTM-Attention networks for short-term traffic flow prediction

Ke Wang, Changxi Ma, Yihuan Qiao et al. · Physica A Statistical Mechanics and its Applications · 2021 · 225 citations

Convolutional Neural Network, Engineering, Machine Learning +6

Predicting vacant parking space availability: A DWT-Bi-LSTM model

Chao Zeng, Changxi Ma, Ke Wang et al. · Physica A Statistical Mechanics and its Applications · 2022 · 60 citations

Transport Network Analysis, Engineering, Machine Learning +7

Estimating probability of success of escape, evacuation, and rescue (EER) on the offshore platform by integrating Bayesian Network and Fuzzy AHP

Ping Ping, Ke Wang, Depeng Kong et al. · Journal of Loss Prevention in the Process Industries · 2018 · 57 citations

Evacuation Planning, Fuzzy Logic, Engineering +15

A machine learning based study on pedestrian movement dynamics under emergency evacuation

Ke Wang, Xiupeng Shi, Algena Pei Xuan Goh et al. · Fire Safety Journal · 2019 · 55 citations · Full text

Artificial Intelligence, Evacuation Planning, Emergency Evacuation +14

Influence of human-obstacle interaction on evacuation from classrooms

Ke Wang, Zhijian Fu, Yongxing Li et al. · Automation in Construction · 2020 · 45 citations

Evacuation Planning, Crowd Simulation, Behavioral Sciences +4