| An obstructive sleep apnea detection approach using a discriminative hidden Markov model from ECG signals C Song, K Liu, X Zhang, L Chen, X Xian IEEE Transactions on Biomedical Engineering 63 (7), 1532-1542, 2015 | 237 | 2015 |
| A nonparametric adaptive sampling strategy for online monitoring of big data streams X Xian, A Wang, K Liu Technometrics 60 (1), 14-25, 2018 | 55 | 2018 |
| The number of catalytic cycles in an enzyme’s lifetime and why it matters to metabolic engineering AD Hanson, DR McCarty, CS Henry, X Xian, J Joshi, JA Patterson, ... Proceedings of the National Academy of Sciences 118 (13), e2023348118, 2021 | 49 | 2021 |
| A spatial-adaptive sampling procedure for online monitoring of big data streams A Wang, X Xian, F Tsung, K Liu Journal of Quality Technology 50 (4), 329-343, 2018 | 48 | 2018 |
| Online monitoring of big data streams: A rank-based sampling algorithm by data augmentation X Xian, C Zhang, S Bonk, K Liu Journal of Quality Technology 53 (2), 135-153, 2021 | 30 | 2021 |
| Causation-based monitoring and diagnosis for multivariate categorical processes with ordinal information X Xian, J Li, K Liu IEEE Transactions on Automation Science and Engineering 16 (2), 886-897, 2018 | 19 | 2018 |
| Causation-based process monitoring and diagnosis for multivariate categorical processes J Li, K Liu, X Xian IISE Transactions 49 (3), 332-343, 2017 | 19 | 2017 |
| Spatiotemporal modeling and real-time prediction of origin-destination traffic demand X Xian, H Ye, X Wang, K Liu Technometrics 63 (1), 77-89, 2021 | 13 | 2021 |
| Online nonparametric monitoring of heterogeneous data streams with partial observations based on Thompson sampling H Ye, X Xian, JRC Cheng, B Hable, RW Shannon, MK Elyaderani, K Liu IISE Transactions 55 (4), 392-404, 2023 | 11 | 2023 |
| An adaptive machine learning algorithm for the resource-constrained classification problem DA Shifman, I Cohen, K Huang, X Xian, G Singer Engineering Applications of Artificial Intelligence 119, 105741, 2023 | 8 | 2023 |
| Inefficiency of equilibria for scheduling game with machine activation costs L Lin, X Xian, Y Yan, X He, Z Tan Theoretical Computer Science 607, 193-207, 2015 | 8 | 2015 |
| Spatial rank-based augmentation for nonparametric online monitoring and adaptive sampling of big data streams X Zan, D Wang, X Xian Technometrics 65 (2), 243-256, 2023 | 6 | 2023 |
| Joint learning of failure mode recognition and prognostics for degradation processes D Wang, X Xian, C Song IEEE Transactions on Automation Science and Engineering 21 (2), 1421-1433, 2023 | 5 | 2023 |
| Adaptive sampling and quick anomaly detection in large networks X Xian, A Semenov, Y Hu, A Wang, Y Jin IEEE Transactions on Automation Science and Engineering 20 (4), 2253-2267, 2022 | 4 | 2022 |
| MMDF-ESI: multi-modal deep fusion of EEG and meg for brain source imaging M Jiao, S Yang, B Wang, X Xian, YR Semenov, G Wan, F Liu International Conference on Brain Informatics, 273-285, 2023 | 3 | 2023 |
| An effective online data monitoring and saving strategy for large-scale climate simulations X Xian, R Archibald, B Mayer, K Liu, J Li Quality Technology & Quantitative Management 16 (3), 330-346, 2019 | 3 | 2019 |
| Adaptive sampling for monitoring multi-profile data with within-and-between profile correlation J Yao, X Xian, C Wang Technometrics 65 (3), 375-387, 2023 | 2 | 2023 |
| RADM: A risk-aware DER management framework with real-time DER trustworthiness evaluation Y Hu, X Xian, Y Jin Proceedings of the ACM/IEEE 12th International Conference on Cyber-Physical …, 2021 | 2 | 2021 |
| Distribution-Agnostic Probabilistic Few-Shot Learning for Multimodal Recognition and Prediction D Wang, X Xian, H Li, D Wang IEEE Transactions on Automation Science and Engineering, 2024 | 1 | 2024 |
| A Latent Variable-Based Multitask Learning Approach for Degradation Modeling of Machines with Dependency and Heterogeneity D Wang, Y Wang, X Xian IEEE Transactions on Instrumentation and Measurement, 2024 | 1 | 2024 |
