Jingsong Xie

Meta-learning as a promising approach for few-shot cross-domain fault diagnosis: Algorithms, applications, and prospects

Yong Feng, Jinglong Chen, Jingsong Xie et al. · Knowledge-Based Systems · 2021 · 230 citations

Artificial Intelligence, Fault Diagnosis, Promising Approach +10

Orientation dependence of Li–ion diffusion kinetics in LiCoO2 thin films prepared by RF magnetron sputtering

Jingsong Xie, N. Imanishi, Tarojiro Matsumura et al. · Solid State Ionics · 2008 · 182 citations

Materials Science, Magnetism, Engineering +8

Conditional GAN and 2-D CNN for Bearing Fault Diagnosis With Small Samples

J. N. Yang, Jie Liu, Jingsong Xie et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 140 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +18

A Novel Bearing Fault Classification Method Based on XGBoost: The Fusion of Deep Learning-Based Features and Empirical Features

Jingsong Xie, Zhaoyang Li, Zitong Zhou et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 122 citations

Fault Diagnosis, Engineering, Machine Learning +18

Deep Feature Generating Network: A New Method for Intelligent Fault Detection of Mechanical Systems Under Class Imbalance

Tongyang Pan, Jinglong Chen, Jingsong Xie et al. · IEEE Transactions on Industrial Informatics · 2020 · 98 citations

Artificial Intelligence, Fault Diagnosis, Engineering +19