Takip et
Xinyu Chen (陈新宇)
Xinyu Chen (陈新宇)
Postdoc, MIT; PhD, University of Montreal
mit.edu üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
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
3402019
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
2632022
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
1582019
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
1572020
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
1522018
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
1322022
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
682021
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
462021
Low-rank autoregressive tensor completion for multivariate time series forecasting
X Chen, L Sun
arXiv:2006.10436, 2020
312020
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
282018
Forecasting sparse movement speed of urban road networks with nonstationary temporal matrix factorization
X Chen, C Zhang, XL Zhao, N Saunier, L Sun
Transportation Science, 2025
21*2025
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 36 (11), 6490 - 6502, 2024
202024
Routine pattern discovery and anomaly detection in individual travel behavior
L Sun, X Chen, Z He, LF Miranda-Moreno
Networks and Spatial Economics, 2021
202021
A learnable group-tube transform induced tensor nuclear norm and its application for tensor completion
BZ Li, XL Zhao, X Zhang, TY Ji, X Chen, MK Ng
SIAM Journal on Imaging Sciences 16 (3), 1370-1397, 2023
132023
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
122024
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
Revisiting high-order tensor singular value decomposition from basic element perspective
S Liu, XL Zhao, J Leng, BZ Li, JH Yang, X Chen
IEEE Transactions on Signal Processing, 2024
22024
Forecasting urban traffic states with sparse data using Hankel temporal matrix factorization
X Chen, XL Zhao, C Cheng
INFORMS Journal on Computing, 2024
12024
Correlating time series with interpretable convolutional kernels
X Chen, HQ Cai, F Liu, J Zhao
arXiv:2409.01362, 2024
2024
Sistem, işlemi şu anda gerçekleştiremiyor. Daha sonra yeniden deneyin.
Makaleler 1–19