Data-driven trajectory prediction with weather uncertainties: A Bayesian deep learning approach Y Pang, X Zhao, H Yan, Y Liu Transportation Research Part C: Emerging Technologies 130, 103326, 2021 | 66 | 2021 |
Bayesian spatio-temporal graph transformer network (b-star) for multi-aircraft trajectory prediction Y Pang, X Zhao, J Hu, H Yan, Y Liu Knowledge-Based Systems 249, 108998, 2022 | 48 | 2022 |
Deep spatio-temporal sparse decomposition for trend prediction and anomaly detection in cardiac electrical conduction X Zhao, H Yan, Z Hu, D Du IISE Transactions on Healthcare Systems Engineering 12 (2), 150-164, 2022 | 10 | 2022 |
Semi-supervised constrained hidden Markov model using multiple sensors for remaining useful life prediction and optimal predictive maintenance: For remaining useful life … X Zhao, Y Kang, H Yan, F Ju Annual Conference of the PHM Society 11 (1), 2019 | 8 | 2019 |
Hierarchical tree-based sequential event prediction with application in the aviation accident report X Zhao, H Yan, Y Liu 2021 IEEE 37th international conference on data engineering (ICDE), 1925-1930, 2021 | 7 | 2021 |
Sparse Decomposition Methods for Spatio-Temporal Anomaly Detection H Yan, Z Li, X Zhao, J Hu Multimodal and Tensor Data Analytics for Industrial Systems Improvement, 185-206, 2024 | 4 | 2024 |
Adaptive partially observed sequential change detection and isolation X Zhao, J Hu, Y Mei, H Yan1 Technometrics 64 (4), 502-512, 2022 | 4 | 2022 |
Spatio-temporal anomaly detection, diagnostics, and prediction of the air-traffic trajectory deviation using the convective weather X Zhao, H Yan, J Li, Y Pang, Y Liu Proceedings of the Annual Conference of the PHM Society 11, 1-8, 2019 | 4 | 2019 |
Physics-based deep spatio-temporal metamodeling for cardiac electrical conduction simulation H Yan, X Zhao, Z Hu, D Du 2019 IEEE 15th International Conference on Automation Science and …, 2019 | 3 | 2019 |
Event Extraction for aviation accident reports through attention-based multi-label classification X Zhao, H Yan, Y Liu AIAA AVIATION 2022 Forum, 3831, 2022 | 2 | 2022 |
Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports X Zhao, H Yan, Y Liu arXiv preprint arXiv:2403.17914, 2024 | 1 | 2024 |
Simultaneous material microstructure classification and discovery via hidden Markov modeling of acoustic emission signals X Zhao, A Iquebal, H Sun, H Yan International Manufacturing Science and Engineering Conference 84263 …, 2020 | 1 | 2020 |
Hierarchical Sequential Event Prediction and Translation from Aviation Accident Report Data X Zhao Arizona State University, 2022 | | 2022 |