| Missing data problem in the monitoring system: A review J Du, M Hu, W Zhang IEEE Sensors Journal 20 (23), 13984-13998, 2020 | 71 | 2020 |
| A deep learning method for data recovery in sensor networks using effective spatio-temporal correlation data J Du, H Chen, W Zhang Sensor Review 39 (2), 208-217, 2019 | 35 | 2019 |
| Robust class-specific autoencoder for data cleaning and classification in the presence of label noise W Zhang, D Wang, X Tan Neural Processing Letters 50, 1845-1860, 2019 | 25 | 2019 |
| Combining outlier detection and reconstruction error minimization for label noise reduction W Zhang, X Tan 2019 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2019 | 17 | 2019 |
| An end-to-end framework for flight trajectory data analysis based on deep autoencoder network W Zhang, M Hu, J Du Aerospace Science and Technology 127, 107726, 2022 | 10 | 2022 |
| Finding similar historical scenarios for better understanding aircraft taxi time: a deep metric learning approach J Du, M Hu, W Zhang, J Yin IEEE Intelligent Transportation Systems Magazine 15 (1), 101-116, 2022 | 9 | 2022 |
| An iterative end point fitting based trend segmentation representation of time series and its distance measure H Chen, J Du, W Zhang, B Li Multimedia Tools and Applications 79, 13481-13499, 2020 | 9 | 2020 |
| Decision support for aircraft taxi time based on deep metric learning J Du, M Hu, W Zhang 2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020 | 8 | 2020 |
| Multi-objective gate allocation problem based on multi-commodity network flow model J Du, M Hu, J Yin, W Zhang Applied Sciences 12 (19), 9849, 2022 | 7 | 2022 |
| Data cleaning and classification in the presence of label noise with class-specific autoencoder W Zhang, D Wang, X Tan International symposium on neural networks, 256-264, 2018 | 6 | 2018 |
| Multi-objective 3d airspace sectorization problem using NSGA-II with prior knowledge and external archive W Zhang, M Hu, J Yin, H Li, J Du Aerospace 10 (3), 216, 2023 | 5 | 2023 |
| Identification of Traffic Flow Spatio-Temporal Patterns and Their Associated Weather Factors: A Case Study in the Terminal Airspace of Hong Kong W Zhang, W Pan, X Zhu, C Yang, J Du, J Yin Aerospace 11 (7), 531, 2024 | 2 | 2024 |
| 基于度量学习的机场交通态势弱监督评估 杜婧涵， 胡明华， 张魏宁， 尹嘉男 北京航空航天大学学报 49 (7), 1772-1778, 2021 | 1 | 2021 |
| Sector Complexity Evaluation Based on Conditional Generative Adversarial Networks Z Wei-ning, HU Ming-hua, DU Jing-han, YIN Jia-nan Journal of Transportation Systems Engineering and Information Technology 21 …, 2021 | | 2021 |
Xiaoyang Tan (谭晓阳)Nanjing University of Aeronautics and AstronauticsDirección de correo verificada de nuaa.edu.cn