ProfessorsProfessors of McGill UniversityVincent Z. Zheng

Vincent Z. Zheng

McGill University

H-index: 6

North America-Canada

About Vincent Z. Zheng

Vincent Z. Zheng, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at McGill University, specializes in the field of Probabilistic Forecasting, Time Series Analysis, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Understanding the predictability of path flow distribution in urban road networks using an information entropy approach

Multivariate Probabilistic Time Series Forecasting with Correlated Errors

Better Batch for Deep Probabilistic Time Series Forecasting

Enhancing deep traffic forecasting models with dynamic regression

A data-driven urban metro management approach for crowd density control

Traffic speed estimation based on multi-source GPS data and mixture model

Hybrid model for predicting anomalous large passenger flow in urban metros

Vincent Z. Zheng Information

University	McGill University
Position	___
Citations(all)	124
Citations(since 2020)	121
Cited By	29
hIndex(all)	6
hIndex(since 2020)	6
i10Index(all)	4
i10Index(since 2020)	4
Email	Access Email
University Profile Page	McGill University
Google Scholar	View Google Scholar Profile

Vincent Z. Zheng Skills & Research Interests

Probabilistic Forecasting

Time Series Analysis

Machine Learning

Top articles of Vincent Z. Zheng

Title	Journal	Author(s)	Publication Date
Understanding the predictability of path flow distribution in urban road networks using an information entropy approach	Multimodal Transportation	Bao Guo Zhiren Huang Zhihao Zheng Fan Zhang Pu Wang	2024/6/1
Multivariate Probabilistic Time Series Forecasting with Correlated Errors	arXiv preprint arXiv:2402.01000	Vincent Zhihao Zheng Lijun Sun	2024/2/1
Better Batch for Deep Probabilistic Time Series Forecasting		Zhihao Zheng Seongjin Choi Lijun Sun	2024/4/18
Enhancing deep traffic forecasting models with dynamic regression	arXiv preprint arXiv:2301.06650	Vincent Zhihao Zheng Seongjin Choi Lijun Sun	2023/1/17
A data-driven urban metro management approach for crowd density control	Journal of Advanced Transportation	Hui Zhou Zhihao Zheng Xuekai Cen Zhiren Huang Pu Wang	2021/3/31
Traffic speed estimation based on multi-source GPS data and mixture model	IEEE Transactions on Intelligent Transportation Systems	Pu Wang Zhiren Huang Jiyu Lai Zhihao Zheng Yang Liu ...	2021/7/16
Hybrid model for predicting anomalous large passenger flow in urban metros	IET Intelligent Transport Systems	Zhihao Zheng Ximan Ling Pu Wang Jianhe Xiao Fan Zhang	2020/12