Guangnian Xiao

According to our database, Guangnian Xiao authored at least 7 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Demand prediction for a public bike sharing program based on spatio-temporal graph convolutional networks.

Guangnian Xiao, Ruinan Wang, Chunqin Zhang, Anning Ni

Multim. Tools Appl., 2021

Predicting Travel Demand of a Docked Bikesharing System Based on LSGC-LSTM Networks.

Jing Luo, Dai Zhou, Zhaolong Han, Guangnian Xiao, Yunlong Tan

IEEE Access, 2021

2019

Detecting travel modes from smartphone-based travel surveys with continuous hidden Markov models.

Guangnian Xiao, Qin Cheng, Chunqin Zhang

Int. J. Distributed Sens. Networks, 2019

Detecting Travel Modes Using Rule-Based Classification System and Gaussian Process Classifier.

Guangnian Xiao, Qin Cheng, Chunqin Zhang

IEEE Access, 2019

2017

A Data-Driven Method for Trip Ends Identification Using Large-Scale Smartphone-Based GPS Tracking Data.

Chaoran Zhou, Hongfei Jia, Zhicai Juan, Xuemei Fu, Guangnian Xiao

IEEE Trans. Intell. Transp. Syst., 2017

2015

Travel mode detection based on GPS track data and Bayesian networks.

Guangnian Xiao, Zhicai Juan, Chunqin Zhang

Comput. Environ. Urban Syst., 2015

Travel Mode Detection Based on Neural Networks and Particle Swarm Optimization.

Guangnian Xiao, Zhicai Juan, Jingxin Gao

Inf., 2015