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Xiaoxi Ding
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 28
Top Topics
Imbalanced Data
Fault Diagnosis
Small Samples
Multiscale
Top Venues
IEEE Trans. Instrum. Meas.
IEEE Trans. Ind. Informatics
Adv. Eng. Informatics
Eng. Appl. Artif. Intell.
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Publications
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Rui Liu
,
Xiaoxi Ding
,
Yimin Shao
,
Wenbin Huang
An interpretable multiplication-convolution residual network for equipment fault diagnosis via time-frequency filtering.
Adv. Eng. Informatics
60 (2024)
Zixian Li
,
Xiaoxi Ding
,
Zhenzhen Song
,
Liming Wang
,
Bo Qin
,
Wenbin Huang
Digital twin-assisted dual transfer: A novel information-model adaptation method for rolling bearing fault diagnosis.
Inf. Fusion
106 (2024)
Jian Tang
,
Xiaoxi Ding
,
Chao Wei
,
Jiawei Xiao
,
Rui Liu
,
Liming Wang
,
Wenbin Huang
HmmSeNet: A Novel Single Domain Generalization Equipment Fault Diagnosis Under Unknown Working Speed Using Histogram Matching Mixup.
IEEE Trans. Ind. Informatics
20 (5) (2024)
Rui Liu
,
Xiaoxi Ding
,
Qihang Wu
,
Qingbo He
,
Yimin Shao
An Interpretable Multiplication-Convolution Network for Equipment Intelligent Edge Diagnosis.
IEEE Trans. Syst. Man Cybern. Syst.
54 (6) (2024)
Jian Tang
,
Jiawei Xiao
,
Wentao Chen
,
Xuegang Li
,
Chao Wei
,
Xiaoxi Ding
,
Wenbing Huang
A prior knowledge-enhanced self-supervised learning framework using time-frequency invariance for machinery intelligent fault diagnosis with small samples.
Eng. Appl. Artif. Intell.
133 (2024)
Rui Liu
,
Xiaoxi Ding
,
Yimin Shao
Prior-knowledge-guided mode filtering network for interpretable equipment intelligent diagnosis under varying speed conditions.
Adv. Eng. Informatics
61 (2024)
Yuanyue Pu
,
Jian Tang
,
Xuegang Li
,
Chao Wei
,
Wenbin Huang
,
Xiaoxi Ding
Single-domain incremental generation network for machinery intelligent fault diagnosis under unknown working speeds.
Adv. Eng. Informatics
60 (2024)
Yunfei Xu
,
Quanchang Li
,
Wanrong Lin
,
Qihang Wu
,
Wenbing Huang
,
Xiaoxi Ding
Lamb-Waves-Based Sparse Distributed Penetrating Communication via Phase-Position Modulation for Enclosed Metal Structures.
IEEE Trans. Ind. Informatics
19 (12) (2023)
Jian Tang
,
Qihang Wu
,
Xiaobo Li
,
Chao Wei
,
Xiaoxi Ding
,
Wenbing Huang
,
Yimin Shao
An Efficient Sequential Embedding ConvNet for Rotating Machinery Intelligent Fault Diagnosis.
IEEE Trans. Instrum. Meas.
72 (2023)
Qihang Wu
,
Xiaoxi Ding
,
Linhua Zhao
,
Rui Liu
,
Qingbo He
,
Yimin Shao
An Interpretable Multiplication-Convolution Sparse Network for Equipment Intelligent Diagnosis in Antialiasing and Regularization Constraint.
IEEE Trans. Instrum. Meas.
72 (2023)
Rui Liu
,
Xiaoxi Ding
,
Shenglan Liu
,
Qihang Wu
,
Yimin Shao
Sinc-Based Multiplication-Convolution Network for Small-Sample Fault Diagnosis and Edge Application.
IEEE Trans. Instrum. Meas.
72 (2023)
Yinjun Wang
,
Liang Ge
,
Chunrong Xue
,
Xiaobo Li
,
Xianghui Meng
,
Xiaoxi Ding
Multiple local domains transfer network for equipment fault intelligent identification.
Eng. Appl. Artif. Intell.
120 (2023)
Xiaoqing Yang
,
Guolin He
,
Kang Ding
,
Yuanzheng Li
,
Xiaoxi Ding
,
Weihua Li
A Novel Optimization Demodulation Method for Gear Fault Vibration Overmodulation Signal and Its Application to Fault Diagnosis.
IEEE Trans. Instrum. Meas.
72 (2023)
Zixu Chen
,
Wennian Yu
,
Liming Wang
,
Xiaoxi Ding
,
Wenbin Huang
,
Yimin Shao
A Dual-View Style Mixing Network for unsupervised cross-domain fault diagnosis with imbalanced data.
Knowl. Based Syst.
278 (2023)
Minmin Xu
,
Yaoyao Han
,
Xiaoxi Ding
,
Haidong Shao
,
Yimin Shao
Decision Self-Regulating Network for Imbalanced Working Conditions Identification in the Application of Gearbox Intelligent Fault Diagnosis.
IEEE Trans. Instrum. Meas.
72 (2023)
Bing Wang
,
Liming Wang
,
Bo Zou
,
Huifang Xiao
,
Xiaoxi Ding
,
Yimin Shao
A new particle swarm optimization aided evolutionary digital filter for noise cancellation in early fault diagnosis of rotating machinery.
Swarm Evol. Comput.
83 (2023)
Jian Tang
,
Guanhui Zheng
,
Chao Wei
,
Wenbing Huang
,
Xiaoxi Ding
Signal-Transformer: A Robust and Interpretable Method for Rotating Machinery Intelligent Fault Diagnosis Under Variable Operating Conditions.
IEEE Trans. Instrum. Meas.
71 (2022)
Luke Zhang
,
Jia Liu
,
Shu Su
,
Tong Lu
,
Chunrong Xue
,
Yinjun Wang
,
Xiaoxi Ding
,
Yimin Shao
Rotating Machinery Fault Identification via Adaptive Convolutional Neural Network.
J. Sensors
2022 (2022)
Yinjun Wang
,
Xiaoxi Ding
,
Rui Liu
,
Yimin Shao
ConditionSenseNet: A Deep Interpolatory ConvNet for Bearing Intelligent Diagnosis Under Variational Working Conditions.
IEEE Trans. Ind. Informatics
18 (10) (2022)
Quanchang Li
,
Xiaoxi Ding
,
Qingbo He
,
Wenbin Huang
,
Yimin Shao
Manifold Sensing-Based Convolution Sparse Self-Learning for Defective Bearing Morphological Feature Extraction.
IEEE Trans. Ind. Informatics
17 (5) (2021)
Yinjun Wang
,
Liling Zeng
,
Liming Wang
,
Yimin Shao
,
Yongxiang Zhang
,
Xiaoxi Ding
An Efficient Incremental Learning of Bearing Fault Imbalanced Data Set via Filter StyleGAN.
IEEE Trans. Instrum. Meas.
70 (2021)
Luke Zhang
,
Yi Li
,
Lincheng Dong
,
Xiaoqing Yang
,
Xiaoxi Ding
,
Qiang Zeng
,
Liming Wang
,
Yimin Shao
Gearbox Fault Diagnosis Using Multiscale Sparse Frequency-Frequency Distributions.
IEEE Access
9 (2021)
Xiaoxi Ding
,
Lun Lin
,
Dong He
,
Liming Wang
,
Wen-bing Huang
,
Yimin Shao
A Weight Multinet Architecture for Bearing Fault Classification Under Complex Speed Conditions.
IEEE Trans. Instrum. Meas.
70 (2021)
Xiaoxi Ding
,
Qingbo He
,
Yimin Shao
,
Wenbin Huang
Transient Feature Extraction Based on Time-Frequency Manifold Image Synthesis for Machinery Fault Diagnosis.
IEEE Trans. Instrum. Meas.
68 (11) (2019)
Deqi Zhang
,
Xiaoxi Ding
,
Wenbin Huang
,
Qingbo He
Transient Signal Analysis Using Parallel Time-Frequency Manifold Filtering for Bearing Health Diagnosis.
IEEE Access
7 (2019)
Xiaoxi Ding
,
Qingbo He
Energy-Fluctuated Multiscale Feature Learning With Deep ConvNet for Intelligent Spindle Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
66 (8) (2017)
Xiaoxi Ding
,
Qingbo He
Two-class model based on nonlinear manifold learning for bearing health monitoring.
I2MTC
(2016)
Qingbo He
,
Haiyue Song
,
Xiaoxi Ding
Sparse Signal Reconstruction Based on Time-Frequency Manifold for Rolling Element Bearing Fault Signature Enhancement.
IEEE Trans. Instrum. Meas.
65 (2) (2016)