Yifei Ding

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 27

Top Topics

Fault Diagnosis

Diffusion Process

Domain Adaptation

Top Venues

IEEE Trans. Instrum. Meas.

Reliab. Eng. Syst. Saf.

Data Min. Knowl. Discov.

IEEE Trans. Ind. Informatics

Publications

Yifei Ding, Minping Jia, Yudong Cao, Xiaoan Yan, Xiaoli Zhao, Chi-Guhn Lee
Unsupervised Fault Detection With Deep One-Class Classification and Manifold Distribution Alignment. IEEE Trans. Ind. Informatics 20 (2) (2024)
Jichao Zhuang, Yudong Cao, Yifei Ding, Minping Jia, Ke Feng
An autoregressive model-based degradation trend prognosis considering health indicators with multiscale attention information. Eng. Appl. Artif. Intell. 131 (2024)
Hongtao Zheng, Yifei Ding, Zilong Wang, Xinyan Huang
SegLD: Achieving universal, zero-shot and open-vocabulary segmentation through multimodal fusion via latent diffusion processes. Inf. Fusion 111 (2024)
Yifei Ding, Yudong Cao, Minping Jia, Peng Ding, Xiaoli Zhao, Chi-Guhn Lee
Deep temporal-spectral domain adaptation for bearing fault diagnosis. Knowl. Based Syst. 299 (2024)
Yifei Ding, Minping Jia, Jichao Zhuang, Yudong Cao, Xiaoli Zhao, Chi-Guhn Lee
Deep imbalanced domain adaptation for transfer learning fault diagnosis of bearings under multiple working conditions. Reliab. Eng. Syst. Saf. 230 (2023)
Xiaoli Zhao, Jianyong Yao, Wenxiang Deng, Peng Ding, Yifei Ding, Minping Jia, Zheng Liu
Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Yudong Cao, Minping Jia, Peng Ding, Xiaoli Zhao, Yifei Ding
Incremental Learning for Remaining Useful Life Prediction via Temporal Cascade Broad Learning System With Newly Acquired Data. IEEE Trans. Ind. Informatics 19 (4) (2023)
Yifei Ding, Minping Jia, Yudong Cao, Peng Ding, Xiaoli Zhao, Chi-Guhn Lee
Domain generalization via adversarial out-domain augmentation for remaining useful life prediction of bearings under unseen conditions. Knowl. Based Syst. 261 (2023)
Yifei Ding, Jichao Zhuang, Peng Ding, Minping Jia
Self-supervised pretraining via contrast learning for intelligent incipient fault detection of bearings. Reliab. Eng. Syst. Saf. 218 (Part) (2022)
Yifei Ding, Minping Jia, Jichao Zhuang, Peng Ding
Deep imbalanced regression using cost-sensitive learning and deep feature transfer for bearing remaining useful life estimation. Appl. Soft Comput. 127 (2022)
Yifei Ding, Minping Jia
Convolutional Transformer: An Enhanced Attention Mechanism Architecture for Remaining Useful Life Estimation of Bearings. IEEE Trans. Instrum. Meas. 71 (2022)
Peng Ding, Minping Jia, Jichao Zhuang, Yifei Ding, Yudong Cao, Xiaoli Zhao, Chi-Guhn Lee
Multiobjective Evolution Enhanced Collaborative Health Monitoring and Prognostics: A Case Study of Bearing Life Test With Three-Axis Acceleration Signals. IEEE Trans. Instrum. Meas. 71 (2022)
Peng Ding, Minping Jia, Yifei Ding, Yudong Cao, Xiaoli Zhao
Intelligent machinery health prognostics under variable operation conditions with limited and variable-length data. Adv. Eng. Informatics 53 (2022)
Yifei Ding, Minping Jia, Yudong Cao
Remaining Useful Life Estimation Under Multiple Operating Conditions via Deep Subdomain Adaptation. IEEE Trans. Instrum. Meas. 70 (2021)
Peng Ding, Minping Jia, Yifei Ding, Xiaoli Zhao
Statistical Alignment-Based Metagated Recurrent Unit for Cross-Domain Machinery Degradation Trend Prognostics Using Limited Data. IEEE Trans. Instrum. Meas. 70 (2021)
Jichao Zhuang, Minping Jia, Yifei Ding, Peng Ding
Temporal convolution-based transferable cross-domain adaptation approach for remaining useful life estimation under variable failure behaviors. Reliab. Eng. Syst. Saf. 216 (2021)
Shaobo Zhang, Liujie Yuan, Yuxing Li, Wenli Chen, Yifei Ding
A High-Availability K-modes Clustering Method Based on Differential Privacy. ICA3PP (2) (2021)
Yudong Cao, Yifei Ding, Minping Jia, Rushuai Tian
A novel temporal convolutional network with residual self-attention mechanism for remaining useful life prediction of rolling bearings. Reliab. Eng. Syst. Saf. 215 (2021)
Yifei Ding, Peng Ding, Minping Jia
A Novel Remaining Useful Life Prediction Method of Rolling Bearings Based on Deep Transfer Auto-Encoder. IEEE Trans. Instrum. Meas. 70 (2021)
Yifei Ding, Minping Jia, Qiuhua Miao, Yudong Cao
A novel Time-frequency Transformer and its Application in Fault Diagnosis of Rolling Bearings. CoRR (2021)
Yifei Ding, Minping Jia, Qiuhua Miao, Peng Huang
Remaining useful life estimation using deep metric transfer learning for kernel regression. Reliab. Eng. Syst. Saf. 212 (2021)
Shaghayegh Gharghabi, Chin-Chia Michael Yeh, Yifei Ding, Wei Ding, Paul Hibbing, Samuel LaMunion, Andrew Kaplan, Scott E. Crouter, Eamonn J. Keogh
Correction to: Domain agnostic online semantic segmentation for multi-dimensional time series. Data Min. Knowl. Discov. 33 (6) (2019)
Shaghayegh Gharghabi, Chin-Chia Michael Yeh, Yifei Ding, Wei Ding, Paul Hibbing, Samuel LaMunion, Andrew Kaplan, Scott E. Crouter, Eamonn J. Keogh
Domain agnostic online semantic segmentation for multi-dimensional time series. Data Min. Knowl. Discov. 33 (1) (2019)
Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Zachary Zimmerman, Diego Furtado Silva, Abdullah Mueen, Eamonn J. Keogh
Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile. Data Min. Knowl. Discov. 32 (1) (2018)
Yifei Ding, Eamonn J. Keogh
Query Suggestion to allow Intuitive Interactive Search in Multidimensional Time Series. SSDBM (2017)
Shaghayegh Gharghabi, Yifei Ding, Chin-Chia Michael Yeh, Kaveh Kamgar, Liudmila Ulanova, Eamonn J. Keogh
Matrix Profile VIII: Domain Agnostic Online Semantic Segmentation at Superhuman Performance Levels. ICDM (2017)
Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Diego Furtado Silva, Abdullah Mueen, Eamonn J. Keogh
Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets. ICDM (2016)