Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets. - Chin-Chia Michael Yeh; Yan Zhu 014; Liudmila Ulanova; Nurjahan Begum; Yifei Ding; Hoang Anh Dau; Diego Furtado Silva; Abdullah Mueen; Eamonn J. Keogh (ICDM, 2016)

Matrix Profile VIII: Domain Agnostic Online Semantic Segmentation at Superhuman Performance Levels. - Shaghayegh Gharghabi; Yifei Ding; Chin-Chia Michael Yeh; Kaveh Kamgar; Liudmila Ulanova; Eamonn J. Keogh (ICDM, 2017)

Query Suggestion to allow Intuitive Interactive Search in Multidimensional Time Series. - Yifei Ding; Eamonn J. Keogh (SSDBM, 2017)

Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile. - Chin-Chia Michael Yeh; Yan Zhu 014; Liudmila Ulanova; Nurjahan Begum; Yifei Ding; Hoang Anh Dau; Zachary Zimmerman; Diego Furtado Silva; Abdullah Mueen; Eamonn J. Keogh (Data Min. Knowl. Discov., 2018)

Domain agnostic online semantic segmentation for multi-dimensional time series. - Shaghayegh Gharghabi; Chin-Chia Michael Yeh; Yifei Ding; Wei Ding 003; Paul Hibbing; Samuel LaMunion; Andrew Kaplan; Scott E. Crouter; Eamonn J. Keogh (Data Min. Knowl. Discov., 2019)

Correction to: Domain agnostic online semantic segmentation for multi-dimensional time series. - Shaghayegh Gharghabi; Chin-Chia Michael Yeh; Yifei Ding; Wei Ding 003; Paul Hibbing; Samuel LaMunion; Andrew Kaplan; Scott E. Crouter; Eamonn J. Keogh (Data Min. Knowl. Discov., 2019)

A High-Availability K-modes Clustering Method Based on Differential Privacy. - Shaobo Zhang 001; Liujie Yuan; Yuxing Li; Wenli Chen; Yifei Ding (ICA3PP (2), 2021)

A novel Time-frequency Transformer and its Application in Fault Diagnosis of Rolling Bearings. - Yifei Ding; Minping Jia; Qiuhua Miao; Yudong Cao (CoRR, 2021)

A novel temporal convolutional network with residual self-attention mechanism for remaining useful life prediction of rolling bearings. - Yudong Cao; Yifei Ding; Minping Jia; Rushuai Tian (Reliab. Eng. Syst. Saf., 2021)

Remaining useful life estimation using deep metric transfer learning for kernel regression. - Yifei Ding; Minping Jia; Qiuhua Miao; Peng Huang (Reliab. Eng. Syst. Saf., 2021)

Temporal convolution-based transferable cross-domain adaptation approach for remaining useful life estimation under variable failure behaviors. - Jichao Zhuang; Minping Jia; Yifei Ding; Peng Ding 002 (Reliab. Eng. Syst. Saf., 2021)

A Novel Remaining Useful Life Prediction Method of Rolling Bearings Based on Deep Transfer Auto-Encoder. - Yifei Ding; Peng Ding 002; Minping Jia (IEEE Trans. Instrum. Meas., 2021)

Remaining Useful Life Estimation Under Multiple Operating Conditions via Deep Subdomain Adaptation. - Yifei Ding; Minping Jia; Yudong Cao (IEEE Trans. Instrum. Meas., 2021)

Statistical Alignment-Based Metagated Recurrent Unit for Cross-Domain Machinery Degradation Trend Prognostics Using Limited Data. - Peng Ding 002; Minping Jia; Yifei Ding; Xiaoli Zhao (IEEE Trans. Instrum. Meas., 2021)

Intelligent machinery health prognostics under variable operation conditions with limited and variable-length data. - Peng Ding 002; Minping Jia; Yifei Ding; Yudong Cao; Xiaoli Zhao (Adv. Eng. Informatics, 2022)

Deep imbalanced regression using cost-sensitive learning and deep feature transfer for bearing remaining useful life estimation. - Yifei Ding; Minping Jia; Jichao Zhuang; Peng Ding 002 (Appl. Soft Comput., 2022)

Self-supervised pretraining via contrast learning for intelligent incipient fault detection of bearings. - Yifei Ding; Jichao Zhuang; Peng Ding 002; Minping Jia (Reliab. Eng. Syst. Saf., 2022)

Convolutional Transformer: An Enhanced Attention Mechanism Architecture for Remaining Useful Life Estimation of Bearings. - Yifei Ding; Minping Jia (IEEE Trans. Instrum. Meas., 2022)

Multiobjective Evolution Enhanced Collaborative Health Monitoring and Prognostics: A Case Study of Bearing Life Test With Three-Axis Acceleration Signals. - Peng Ding 002; Minping Jia; Jichao Zhuang; Yifei Ding; Yudong Cao; Xiaoli Zhao; Chi-Guhn Lee (IEEE Trans. Instrum. Meas., 2022)

Domain generalization via adversarial out-domain augmentation for remaining useful life prediction of bearings under unseen conditions. - Yifei Ding; Minping Jia; Yudong Cao; Peng Ding 002; Xiaoli Zhao; Chi-Guhn Lee (Knowl. Based Syst., 2023)

Deep imbalanced domain adaptation for transfer learning fault diagnosis of bearings under multiple working conditions. - Yifei Ding; Minping Jia; Jichao Zhuang; Yudong Cao; Xiaoli Zhao; Chi-Guhn Lee (Reliab. Eng. Syst. Saf., 2023)

Incremental Learning for Remaining Useful Life Prediction via Temporal Cascade Broad Learning System With Newly Acquired Data. - Yudong Cao; Minping Jia; Peng Ding 002; Xiaoli Zhao; Yifei Ding (IEEE Trans. Ind. Informatics, 2023)

Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network. - Xiaoli Zhao; Jianyong Yao; Wenxiang Deng; Peng Ding 002; Yifei Ding; Minping Jia; Zheng Liu 002 (IEEE Trans. Neural Networks Learn. Syst., 2023)

An autoregressive model-based degradation trend prognosis considering health indicators with multiscale attention information. - Jichao Zhuang; Yudong Cao; Yifei Ding; Minping Jia; Ke Feng (Eng. Appl. Artif. Intell., 2024)

SegLD: Achieving universal, zero-shot and open-vocabulary segmentation through multimodal fusion via latent diffusion processes. - Hongtao Zheng; Yifei Ding; Zilong Wang; Xinyan Huang (Inf. Fusion, 2024)

Deep temporal-spectral domain adaptation for bearing fault diagnosis. - Yifei Ding; Yudong Cao; Minping Jia; Peng Ding 002; Xiaoli Zhao; Chi-Guhn Lee (Knowl. Based Syst., 2024)

Unsupervised Fault Detection With Deep One-Class Classification and Manifold Distribution Alignment. - Yifei Ding; Minping Jia; Yudong Cao; Xiaoan Yan; Xiaoli Zhao; Chi-Guhn Lee (IEEE Trans. Ind. Informatics, 2024)

Smart building evacuation by tracking multi-camera network and explainable Re-identification model. - Yifei Ding; Xinghao Chen 009; Yuxin Zhang; Xinyan Huang (Eng. Appl. Artif. Intell., 2025)

Log-Cumulative feature alignment for enhanced Prognosis of Aero-Engine remaining Useful life. - Yang Ge; Xingxing Jiang; Benlian Xu; Yifei Ding (Expert Syst. Appl., 2025)