| A novel densely connected convolutional neural network for sea-state estimation using ship motion data X Cheng, G Li, AL Ellefsen, S Chen, HP Hildre, H Zhang IEEE Transactions on Instrumentation and Measurement 69 (9), 5984-5993, 2020 | 66 | 2020 |
| A novel deep class-imbalanced semisupervised model for wind turbine blade icing detection X Cheng, F Shi, X Liu, M Zhao, S Chen IEEE Transactions on Neural Networks and Learning Systems 33 (6), 2558-2570, 2021 | 58 | 2021 |
| An efficient neural-network based approach to automatic ship docking Y Shuai, G Li, X Cheng, R Skulstad, J Xu, H Liu, H Zhang Ocean Engineering 191, 106514, 2019 | 55 | 2019 |
| Data-driven uncertainty and sensitivity analysis for ship motion modeling in offshore operations X Cheng, G Li, R Skulstad, P Major, S Chen, HP Hildre, H Zhang Ocean Engineering 179, 261-272, 2019 | 52 | 2019 |
| Temporal attention convolutional neural network for estimation of icing probability on wind turbine blades X Cheng, F Shi, M Zhao, G Li, H Zhang, S Chen IEEE Transactions on Industrial Electronics 69 (6), 6371-6380, 2021 | 49 | 2021 |
| Online fault detection in autonomous ferries: Using fault-type independent spectral anomaly detection AL Ellefsen, P Han, X Cheng, FT Holmeset, V Æsøy, H Zhang IEEE Transactions on instrumentation and measurement 69 (10), 8216-8225, 2020 | 47 | 2020 |
| Semantic segmentation with light field imaging and convolutional neural networks C Jia, F Shi, M Zhao, Y Zhang, X Cheng, M Wang, S Chen IEEE Transactions on Instrumentation and Measurement 70, 1-14, 2021 | 38 | 2021 |
| Wind turbine blade icing detection: A federated learning approach X Cheng, F Shi, Y Liu, X Liu, L Huang Energy 254, 124441, 2022 | 37 | 2022 |
| Modeling and analysis of motion data from dynamically positioned vessels for sea state estimation X Cheng, G Li, R Skulstad, S Chen, HP Hildre, H Zhang 2019 International Conference on Robotics and Automation (ICRA), 6644-6650, 2019 | 37 | 2019 |
| A review of federated learning in energy systems X Cheng, C Li, X Liu 2022 IEEE/IAS industrial and commercial power system Asia (I&CPS Asia), 2089 …, 2022 | 33 | 2022 |
| A neural-network-based sensitivity analysis approach for data-driven modeling of ship motion X Cheng, G Li, R Skulstad, S Chen, HP Hildre, H Zhang IEEE Journal of Oceanic Engineering 45 (2), 451-461, 2019 | 32 | 2019 |
| A blockchain-empowered cluster-based federated learning model for blade icing estimation on IoT-enabled wind turbine X Cheng, W Tian, F Shi, M Zhao, S Chen, H Wang IEEE Transactions on Industrial Informatics 18 (12), 9184-9195, 2022 | 31 | 2022 |
| A Class-Imbalanced Heterogeneous Federated Learning Model for Detecting Icing on Wind Turbine Blades X Cheng, F Shi, Y Liu, J Zhou, X Liu, L Huang IEEE Transactions on Industrial Informatics, 2022 | 29 | 2022 |
| Assessment of the impacts of different policy instruments on achieving the deep decarbonization targets of island energy systems in Norway–The case of Hinnøya W Zhou, DA Hagos, S Stikbakke, L Huang, X Cheng, E Onstein Energy 246, 123249, 2022 | 27 | 2022 |
| A multilevel convolutional recurrent neural network for blade icing detection of wind turbine W Tian, X Cheng, G Li, F Shi, S Chen, H Zhang IEEE Sensors Journal 21 (18), 20311-20323, 2021 | 27 | 2021 |
| An uncertainty-aware hybrid approach for sea state estimation using ship motion responses P Han, G Li, X Cheng, S Skjong, H Zhang IEEE Transactions on Industrial Informatics 18 (2), 891-900, 2021 | 26 | 2021 |
| Simplifying neural network based model for ship motion prediction: a comparative study of sensitivity analysis X Cheng, S Chen, C Diao, M Liu, G Li, H Zhang International Conference on Offshore Mechanics and Arctic Engineering 57632 …, 2017 | 20 | 2017 |
| Spectralseanet: Spectrogram and convolutional network-based sea state estimation X Cheng, G Li, R Skulstad, H Zhang, S Chen IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics …, 2020 | 19 | 2020 |
| An enhanced lightweight convolutional neural network for ship detection in maritime surveillance system Y Yin, X Cheng, F Shi, M Zhao, G Li, S Chen IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022 | 17 | 2022 |
| A novel channel and temporal-wise attention in convolutional networks for multivariate time series classification X Cheng, P Han, G Li, S Chen, H Zhang IEEE Access 8, 212247-212257, 2020 | 17 | 2020 |
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