| Consistency of sparse PCA in high dimension, low sample size contexts D Shen, H Shen, JS Marron Journal of Multivariate Analysis 115, 317-333, 2013 | 116 | 2013 |
| Contribution of shared bikes to carbon dioxide emission reduction and the economy in Beijing Y Cao, D Shen Sustainable Cities and Society 51, 101749, 2019 | 92 | 2019 |
| The statistics and mathematics of high dimension low sample size asymptotics D Shen, H Shen, H Zhu, JS Marron Statistica Sinica 26 (4), 1747, 2016 | 78 | 2016 |
| A general framework for consistency of principal component analysis D Shen, H Shen, JS Marron Journal of Machine Learning Research 17 (150), 1-34, 2016 | 72 | 2016 |
| A survey of high dimension low sample size asymptotics M Aoshima, D Shen, H Shen, K Yata, YH Zhou, JS Marron Australian & New Zealand journal of statistics 60 (1), 4-19, 2018 | 49 | 2018 |
| A novel algorithm for analyzing drug-drug interactions from MEDLINE literature Y Lu, D Shen, M Pietsch, C Nagar, Z Fadli, H Huang, YC Tu, F Cheng Scientific reports 5 (1), 17357, 2015 | 31 | 2015 |
| Functional data analysis of tree data objects D Shen, H Shen, S Bhamidi, Y Muņoz Maldonado, Y Kim, JS Marron Journal of Computational and Graphical Statistics 23 (2), 418-438, 2014 | 30 | 2014 |
| Surprising asymptotic conical structure in critical sample eigen-directions D Shen, H Shen, H Zhu, JS Marron arXiv preprint arXiv:1303.6171, 2013 | 28 | 2013 |
| Distributed stochastic model predictive control with Taguchi’s robustness for vehicle platooning J Yin, D Shen, X Du, L Li IEEE Transactions on Intelligent Transportation Systems 23 (9), 15967-15979, 2022 | 22 | 2022 |
| Test scenarios development and data collection methods for the evaluation of vehicle road departure prevention systems D Shen, Q Yi, L Li, R Tian, S Chien, Y Chen, R Sherony IEEE Transactions on Intelligent Vehicles 4 (3), 337-352, 2019 | 17 | 2019 |
| Collision-free path planning for automated vehicles risk assessment via predictive occupancy map D Shen, Y Chen, L Li, S Chien 2020 IEEE Intelligent Vehicles Symposium (IV), 985-991, 2020 | 14 | 2020 |
| Analysis on composition rules of Chinese patent drugs treating pain-related diseases based on data mining method S Tang, D Shen, H Yang Chinese journal of integrative medicine 25 (11), 861-866, 2019 | 13 | 2019 |
| Implementation and performance evaluation of in-vehicle highway back-of-queue alerting system using the driving simulator Z Zhang, D Shen, R Tian, L Li, Y Chen, J Sturdevant, E Cox 2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021 | 12 | 2021 |
| Distributed nonlinear model predictive control for heterogeneous vehicle platoons under uncertainty D Shen, J Yin, X Du, L Li 2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021 | 10 | 2021 |
| High dimensional principal component scores and data visualization D Shen, H Shen, H Zhu, JS Marron arXiv preprint arXiv:1211.2679, 2012 | 10 | 2012 |
| MWPCR: Multiscale weighted principal component regression for high-dimensional prediction H Zhu, D Shen, X Peng, LY Liu Journal of the American Statistical Association 112 (519), 1009-1021, 2017 | 9 | 2017 |
| eHUGS: enhanced hierarchical unbiased graph shrinkage for efficient groupwise registration G Wu, X Peng, S Ying, Q Wang, PT Yap, D Shen, D Shen PloS one 11 (1), e0146870, 2016 | 9 | 2016 |
| Sparse PCA asymptotics and analysis of tree data D Shen The University of North Carolina at Chapel Hill, 2012 | 8 | 2012 |
| Data Collection and Processing Methods for the Evaluation of Vehicle Road Departure Detection Systems D Shen, Q Yi, L Li, S Chien, Y Chen, R Sherony 2018 IEEE Intelligent Vehicles Symposium (IV), 1373-1378, 2018 | 6 | 2018 |
| Roadside boundaries and objects for the development of vehicle road keeping assistance system D Shen, Q Yi, J Lin, R Tian, S Chien, R Sherony SAE Technical Paper, 2018 | 6 | 2018 |
