Highly imbalanced intelligent identification of civil aviation maintenance hazards based on text mining and selective ensemble modeling.

Zhaoguo Hou

Zhaoguo Hou Huawei Wang 0002 Minglan Xiong Weiwei Liu Highly imbalanced intelligent identification of civil aviation maintenance hazards based on text mining and selective ensemble modeling. 2026 114403 173 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2026.114403 db/journals/eaai/eaai173.html#HouWXL26 streams/journals/eaai

Zhaoguo Hou Huawei Wang 0002 Minglan Xiong Changwei Zhou Yubin Yue Towards trustworthy civil aviation hazards identification: An uncertainty-aware deep learning framework. 103280 2025 65 Adv. Eng. Informatics https://doi.org/10.1016/j.aei.2025.103280 db/journals/aei/aei65.html#HouWXZY25 streams/journals/aei

Zhaoguo Hou Huawei Wang 0002 Yubin Yue Minglan Xiong Changchang Che A novel method for cause portrait of aviation unsafe events based on hierarchical multi-task convolutional neural network. 126466 2025 270 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.126466 db/journals/eswa/eswa270.html#HouWYXC25 streams/journals/eswa

Minglan Xiong Huawei Wang 0002 Zhaoguo Hou Yiik Diew Wong Multi-level information identification for civil aviation safety risks: A hierarchical multi-branch deep learning approach. 121888 2025 702 Inf. Sci. https://doi.org/10.1016/j.ins.2025.121888 db/journals/isci/isci702.html#XiongWHW25 streams/journals/isci

Minglan Xiong Huawei Wang 0002 Yiik Diew Wong Zhaoguo Hou Enhancing aviation safety and mitigating accidents: A study on aviation safety hazard identification. 102732 2024 62 Adv. Eng. Informatics https://doi.org/10.1016/j.aei.2024.102732 db/journals/aei/aei62.html#XiongWWH24 streams/journals/aei

Minglan Xiong Zhaoguo Hou Huawei Wang 0002 Changchang Che Rui Luo An aviation accidents prediction method based on MTCNN and Bayesian optimization. 6079-6100 2024 October 66 Knowl. Inf. Syst. 10 https://doi.org/10.1007/s10115-024-02168-6 db/journals/kais/kais66.html#XiongHWCL24 streams/journals/kais

Zhaoguo Hou Huawei Wang 0002 Yubin Yue Minglan Xiong Wenxuan Zhang A novel framework based on two-stage multi-view feature optimization and improved support vector data description for aeroengine bearing early fault detection. 110027 2024 245 Reliab. Eng. Syst. Saf. https://doi.org/10.1016/j.ress.2024.110027 db/journals/ress/ress245.html#HouWYXZ24

Ruiguan Lin Huawei Wang 0002 Minglan Xiong Zhaoguo Hou Changchang Che Attention-based Gate Recurrent Unit for remaining useful life prediction in prognostics. 110419 2023 August 143 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2023.110419 db/journals/asc/asc143.html#LinWXHC23

Lei Zhang Zhaoguo Hou Chao Wang Hong-Cheng Yin Extended Modified Equivalent Current Approximation Method for Pure or Low Lossy Dielectric Objects. 1607-1610 2015 UIC/ATC/ScalCom https://doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.292 https://doi.ieeecomputersociety.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.292 conf/uic/2015 db/conf/uic/uic2015.html#ZhangHWY15 Changchang Che Ruiguan Lin Weiwei Liu Rui Luo Chao Wang Huawei Wang 0002 Yiik Diew Wong Minglan Xiong Hong-Cheng Yin Yubin Yue Lei Zhang Wenxuan Zhang Changwei Zhou