关注
Xinyu Chen (陈新宇)
Xinyu Chen (陈新宇)
Postdoc, MIT; PhD, University of Montreal
在 mit.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
A Bayesian tensor decomposition approach for spatiotemporal traffic data imputation
X Chen, Z He, L Sun
Transportation Research Part C: Emerging Technologies 98, 73-84, 2019
2832019
Bayesian temporal factorization for multidimensional time series prediction
X Chen, L Sun
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (9), 4659-4673, 2022
2022022
Spatial-temporal traffic speed patterns discovery and incomplete data recovery via SVD-combined tensor decomposition
X Chen, Z He, J Wang
Transportation Research Part C: Emerging Technologies 86, 59-77, 2018
1372018
Missing traffic data imputation and pattern discovery with a Bayesian augmented tensor factorization model
X Chen, Z He, Y Chen, Y Lu, J Wang
Transportation Research Part C: Emerging Technologies 104, 66-77, 2019
1262019
A nonconvex low-rank tensor completion model for spatiotemporal traffic data imputation
X Chen, J Yang, L Sun
Transportation Research Part C: Emerging Technologies 117, 102673, 2020
1232020
Low-rank autoregressive tensor completion for spatiotemporal traffic data imputation
X Chen, M Lei, N Saunier, L Sun
IEEE Transactions on Intelligent Transportation Systems 23 (8), 12301-12310, 2022
842022
Scalable low-rank tensor learning for spatiotemporal traffic data imputation
X Chen, Y Chen, N Saunier, L Sun
Transportation Research Part C: Emerging Technologies 129, 103226, 2021
512021
Incremental Bayesian matrix/tensor learning for structural monitoring data imputation and response forecasting
P Ren, X Chen, L Sun, H Sun
Mechanical Systems and Signal Processing 158, 107734, 2021
392021
A collaborative method for route discovery using taxi drivers’ experience and preferences
Z He, K Chen, X Chen
IEEE Transactions on Intelligent Transportation Systems 19 (8), 2505-2514, 2018
272018
Low-rank autoregressive tensor completion for multivariate time series forecasting
X Chen, L Sun
arXiv:2006.10436, 2020
262020
Nonstationary temporal matrix factorization for multivariate time series forecasting
X Chen, C Zhang, XL Zhao, N Saunier, L Sun
arXiv:2203.10651, 2022
122022
Laplacian convolutional representation for traffic time series imputation
X Chen, Z Cheng, HQ Cai, N Saunier, L Sun
IEEE Transactions on Knowledge and Data Engineering, 2024
102024
Routine pattern discovery and anomaly detection in individual travel behavior
L Sun, X Chen, Z He, LF Miranda-Moreno
Networks and Spatial Economics, 2021
102021
Pattern discovery and anomaly detection of individual travel behavior using license plate recognition data
L Sun, X Chen, Z He, LF Miranda-Moreno
Transportation Research Board 98th Annual MeetingTransportation Research Board, 2019
82019
Discovering dynamic patterns from spatiotemporal data with time-varying low-rank autoregression
X Chen, C Zhang, X Chen, N Saunier, L Sun
IEEE Transactions on Knowledge and Data Engineering 36 (2), 504-517, 2024
42024
系统目前无法执行此操作,请稍后再试。
文章 1–15