Concepedia

Xinyu Chen

XC

Statistics

Publications

20

Citations

1.8K

H-Index

16

Active since

2009

Affiliations

McGill University(Current)

Polytechnique Montréal

University of Electronic Science and Technology of China

Southwest Jiaotong University

Wuhan University of Technology

Xinyu Chen is an author at McGill University specializing in computing, data science, and machine learning.

Publications per year

2009–2025

20

Publications

20

A Bayesian tensor decomposition approach for spatiotemporal traffic data imputation

Xinyu Chen, Zhaocheng He, Lijun Sun · Transportation Research Part C Emerging Technologies · 2018 · 360 citations

Computing, Data Science, Geoinformatics +14

Bayesian Temporal Factorization for Multidimensional Time Series Prediction

Xinyu Chen, Lijun Sun · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 254 citations · Full text

Computing, Data Science, Forecasting +16

A nonconvex low-rank tensor completion model for spatiotemporal traffic data imputation

Xinyu Chen, Jinming Yang, Lijun Sun · Transportation Research Part C Emerging Technologies · 2020 · 186 citations · Full text

Computing, Data Science, Feature Engineering +13

Missing traffic data imputation and pattern discovery with a Bayesian augmented tensor factorization model

Xinyu Chen, Zhaocheng He, Yixian Chen et al. · Transportation Research Part C Emerging Technologies · 2019 · 157 citations

Computing, Computer Science, Data Science +16

Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation

Xinyu Chen, Mengying Lei, Nicolas Saunier et al. · arXiv (Cornell University) · 2021 · 153 citations · Full text

Computing, Data Science, Mathematics +17

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