Search Results for author: Zhengfei Zheng

Found 3 papers, 2 papers with code

A multi-functional simulation platform for on-demand ride service operations

1 code implementation22 Mar 2023 Siyuan Feng, Taijie Chen, Yuhao Zhang, Jintao Ke, Zhengfei Zheng, Hai Yang

In addition, the existing simulators still face many challenges, ranging from their closeness to real environments of ride-sourcing systems, to the completeness of different tasks they can implement.

CityNet: A Comprehensive Multi-Modal Urban Dataset for Advanced Research in Urban Computing

no code implementations30 Jun 2021 Zhengfei Zheng, Xu Geng, Hai Yang

Therefore, a comprehensive and multifaceted dataset is required to enable more extensive studies in urban computing.

Benchmarking Transfer Learning

Predicting origin-destination ride-sourcing demand with a spatio-temporal encoder-decoder residual multi-graph convolutional network

1 code implementation17 Oct 2019 Jintao Ke, Xiaoran Qin, Hai Yang, Zhengfei Zheng, Zheng Zhu, Jieping Ye

To overcome this challenge, we propose the Spatio-Temporal Encoder-Decoder Residual Multi-Graph Convolutional network (ST-ED-RMGC), a novel deep learning model for predicting ride-sourcing demand of various OD pairs.

Management

Cannot find the paper you are looking for? You can Submit a new open access paper.