Yifei Ding

3.6k total citations · 7 hit papers
41 papers, 2.6k citations indexed

About

Yifei Ding is a scholar working on Control and Systems Engineering, Mechanical Engineering and Radiological and Ultrasound Technology. According to data from OpenAlex, Yifei Ding has authored 41 papers receiving a total of 2.6k indexed citations (citations by other indexed papers that have themselves been cited), including 25 papers in Control and Systems Engineering, 18 papers in Mechanical Engineering and 10 papers in Radiological and Ultrasound Technology. Recurrent topics in Yifei Ding's work include Machine Fault Diagnosis Techniques (24 papers), Occupational Health and Safety Research (10 papers) and Time Series Analysis and Forecasting (6 papers). Yifei Ding is often cited by papers focused on Machine Fault Diagnosis Techniques (24 papers), Occupational Health and Safety Research (10 papers) and Time Series Analysis and Forecasting (6 papers). Yifei Ding collaborates with scholars based in China, Canada and United States. Yifei Ding's co-authors include Minping Jia, Yudong Cao, Peng Ding, Qiuhua Miao, Jichao Zhuang, Chin‐Chia Michael Yeh, Liudmila Ulanova, Xiaoli Zhao, Xiaoli Zhao and Abdullah Mueen and has published in prestigious journals such as Expert Systems with Applications, IEEE Transactions on Industrial Informatics and Mechanical Systems and Signal Processing.

In The Last Decade

Yifei Ding

39 papers receiving 2.6k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A novel time–frequency Transformer based on self–attention mechanism and its application in fault diagnosis of rolling bearings

2021 353 citations Yifei Ding, Minping Jia et al. Mechanical Systems and Signal Processing profile →
Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets

2016 350 citations Chin‐Chia Michael Yeh, Yan Zhu et al. profile →
A novel temporal convolutional network with residual self-attention mechanism for remaining useful life prediction of rolling bearings

2021 262 citations Yudong Cao, Yifei Ding et al. Reliability Engineering & System Safety profile →
Self-supervised pretraining via contrast learning for intelligent incipient fault detection of bearings

2021 183 citations Yifei Ding, Jichao Zhuang et al. Reliability Engineering & System Safety profile →
Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network

2022 167 citations Xiaoli Zhao, Peng Ding et al. profile →
Deep imbalanced domain adaptation for transfer learning fault diagnosis of bearings under multiple working conditions

2022 153 citations Yifei Ding, Minping Jia et al. Reliability Engineering & System Safety profile →
Transfer learning for remaining useful life prediction of multi-conditions bearings based on bidirectional-GRU network

2021 153 citations Yudong Cao, Minping Jia et al. profile →

Peers

Countries citing papers authored by Yifei Ding

Since Specialization

Citations

This map shows the geographic impact of Yifei Ding's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Yifei Ding with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yifei Ding more than expected).

Fields of papers citing papers by Yifei Ding

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Yifei Ding. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Yifei Ding. The network helps show where Yifei Ding may publish in the future.

Co-authorship network of co-authors of Yifei Ding

This figure shows the co-authorship network connecting the top 25 collaborators of Yifei Ding. A scholar is included among the top collaborators of Yifei Ding based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Yifei Ding. Yifei Ding is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Log-Cumulative feature alignment for enhanced Prognosis of Aero-Engine remaining Useful life 2025 ·Expert Systems with Applications ·(unknown), Xingxing Jiang, (unknown), Yifei Ding	2
2	Robust Weakly Supervised Bearing Fault Diagnosis via Dual Learning and Curriculum Strategies 2025 ·IEEE Transactions on Instrumentation and Measurement ·Yifei Ding, Qiuhua Miao, (unknown), (unknown), Chi-Guhn Lee	0
3	Deep temporal–spectral domain adaptation for bearing fault diagnosis 2024 ·Knowledge-Based Systems ·Yifei Ding, Yudong Cao, Minping Jia, Peng Ding, Xiaoli Zhao, Chi-Guhn Lee	11
4	Impact of axial segregation characteristics on the particle collision energy in rotating drums 2024 ·Minerals Engineering ·Qiuhua Miao, (unknown), Yifei Ding, Peng Huang, (unknown), Ge Yang	2
5	Complex domain extension network with multi-channels information fusion for remaining useful life prediction of rotating machinery 2023 ·Mechanical Systems and Signal Processing ·Yudong Cao, Minping Jia, Yifei Ding, Xiaoli Zhao, Peng Ding, Liudong Gu	32
6	Joint optimization of degradation assessment and remaining useful life prediction for bearings with temporal convolutional auto-encoder 2023 ·ISA Transactions ·Yifei Ding, Minping Jia, Xiaoli Zhao, Xiaoan Yan, Chi-Guhn Lee	4
7	Unsupervised Fault Detection With Deep One-Class Classification and Manifold Distribution Alignment 2023 ·IEEE Transactions on Industrial Informatics ·Yifei Ding, Minping Jia, Yudong Cao, Xiaoan Yan, Xiaoli Zhao, Chi-Guhn Lee	8
8	Health Assessment of Rotating Equipment With Unseen Conditions Using Adversarial Domain Generalization Toward Self-Supervised Regularization Learning 2022 ·IEEE/ASME Transactions on Mechatronics ·Jichao Zhuang, Minping Jia, Yifei Ding, Xiaoli Zhao	39
9	Deep imbalanced domain adaptation for transfer learning fault diagnosis of bearings under multiple working conditions breakdown → 2022 ·Reliability Engineering & System Safety ·Yifei Ding, Minping Jia, Jichao Zhuang, Yudong Cao, Xiaoli Zhao, Chi-Guhn Lee	153
10	Domain generalization via adversarial out-domain augmentation for remaining useful life prediction of bearings under unseen conditions 2022 ·Knowledge-Based Systems ·Yifei Ding, Minping Jia, Yudong Cao, Peng Ding, Xiaoli Zhao, Chi-Guhn Lee	64
11	Particle mixing and segregation behaviors in the rotating drums with adjacent axial segmentations in different speed directions 2022 ·Powder Technology ·Qiuhua Miao, Peng Huang, Yifei Ding, (unknown), (unknown)	13
12	Convolutional Transformer: An Enhanced Attention Mechanism Architecture for Remaining Useful Life Estimation of Bearings 2022 ·IEEE Transactions on Instrumentation and Measurement ·Yifei Ding, Minping Jia	84
13	A Convolutional Transformer Architecture for Remaining Useful Life Estimation 2021 ·Yifei Ding, Minping Jia	15
14	A novel temporal convolutional network with residual self-attention mechanism for remaining useful life prediction of rolling bearings breakdown → 2021 ·Reliability Engineering & System Safety ·Yudong Cao, Yifei Ding, Minping Jia, (unknown)	262
15	Remaining Useful Life Estimation Under Variable Failure Behaviors via Transferable Metric Learning 2021 ·Jichao Zhuang, Minping Jia, Yifei Ding, Peng Ding	2
16	A novel time–frequency Transformer based on self–attention mechanism and its application in fault diagnosis of rolling bearings breakdown → 2021 ·Mechanical Systems and Signal Processing ·Yifei Ding, Minping Jia, Qiuhua Miao, Yudong Cao	353
17	Soft measurement of ball mill load based on multi-classifier ensemble modelling and multi-sensor fusion with improved evidence combination 2020 ·Measurement Science and Technology ·Peng Huang, (unknown), Qiuhua Miao, Yifei Ding, Minping Jia	7
18	An improved contact detection algorithm for bonded particles based on multi-level grid and bounding box in DEM simulation 2020 ·Powder Technology ·Peng Huang, Yifei Ding, Qiuhua Miao, (unknown), Minping Jia	13
19	Domain agnostic online semantic segmentation for multi-dimensional time series 2018 ·Data Mining and Knowledge Discovery ·(unknown), Chin‐Chia Michael Yeh, Yifei Ding, Wei Ding, Paul R. Hibbing, Samuel R. LaMunion, (unknown), Scott E. Crouter, Eamonn Keogh	36
20	Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets breakdown → 2016 ·Chin‐Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Diego Furtado Silva, Abdullah Mueen, Eamonn Keogh	350

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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