Xi Chen

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 8

Top Topics

Convolutional Neural Network

Expert Knowledge

Machine Learning Approaches

Feature Selection

Top Venues

J. Aerosp. Inf. Syst.

Publications

Can-can Jin, Xi Chen
An end-to-end framework combining time-frequency expert knowledge and modified transformer networks for vibration signal classification. Expert Syst. Appl. 171 (2021)
Yuhao Zhu, Zeyu Fu, Zhuang Fu, Xi Chen, Qi Wu
Multi-Features Fusion for Fault Diagnosis of Pedal Robot Using Time-Speed Signals. Sensors 19 (1) (2019)
Xi Chen, Fotis Kopsaftopoulos, Qi Wu, He Ren, Fu-Kuo Chang
A Self-Adaptive 1D Convolutional Neural Network for Flight-State Identification. Sensors 19 (2) (2019)
Xi Chen, He Ren, Cees Bil, Hong-Wei Jiang
Aircraft Complex System Diagnosis Based on Design Knowledge and Real-Time Monitoring Information. J. Aerosp. Inf. Syst. 15 (7) (2018)
Xi Chen, Fotis Kopsaftopoulos, Qi Wu, He Ren, Fu-Kuo Chang
Flight State Identification of a Self-Sensing Wing via an Improved Feature Selection Method and Machine Learning Approaches. Sensors 18 (5) (2018)
Xi Chen, Zhi Lyu, He Ren, Hong Wang, Lirong Li, Jiayang Huang, Yong Chen
APU feature integration based on multi-variant flight data analysis. ICPHM (2016)
Jin Chen, Zhi Lyu, Yuyuan Liu, Jiayang Huang, Guigang Zhang, Jian Wang, Xi Chen
A Big Data Analysis and Application Platform for Civil Aircraft Health Management. BigMM (2016)
Yongquan Sun, Xi Chen, He Ren, Yingchao Jin, Quanwu Liu
Ordering decision-making methods on spare parts for a new aircraft fleet based on a two-sample prediction. Reliab. Eng. Syst. Saf. 156 (2016)
Xi Chen, He Ren, Cees Bil, Hongwei Jiang
Synchronizing Structural Health Monitoring with Scheduled Maintenance of Aircraft Composite Structures. ISPE CE (2014)