Shaobo Li
Impact in
- Control and Systems Engineering top 0.5%
- Machine Fault Diagnosis Techniques
- Fault Detection and Control Systems
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- Industrial Vision Systems and Defect Detection
Papers in
-
- Metaheuristic Optimization Algorithms Research 24
- Anomaly Detection Techniques and Applications 21
- Evolutionary Algorithms and Applications 12
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- Machine Fault Diagnosis Techniques 24
- Fault Detection and Control Systems 19
- Adaptive Control of Nonlinear Systems 14
- Co-authors
- Jianjun Hu (43 shared papers)Jing Yang (30 shared papers)Ansi Zhang (30 shared papers)Guanci Yang (18 shared papers)Qiang Bai (13 shared papers)Jie Hu (9 shared papers)Yuxin Cui (3 shared papers)Chuanjiang Li (20 shared papers)
- Journals
- Applied Sciences (14 papers)IEEE Access (9 papers)IEEE Sensors Journal (9 papers)Journal of Computational Design and Engineering (5 papers)International Journal of Intelligent Systems (5 papers)
- Partner nations
- ChinaUnited StatesSingapore
In The Last Decade
Shaobo Li
268 papers receiving 5.7k citations
Shaobo Li's Hit Papers
Peers
Comparison fields: 5 of 187
- Control and Systems Engineering 1.8k
- Industrial and Manufacturing Engineering 648
- Mechanical Engineering 1.3k
- Artificial Intelligence 1.2k
- Computer Vision and Pattern Recognition 701
Countries citing papers authored by Shaobo Li
This map shows the geographic impact of Shaobo Li'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 Shaobo Li with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Shaobo Li more than expected).
Fields of papers citing papers by Shaobo Li
This network shows the impact of papers produced by Shaobo Li. 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 Shaobo Li. The network helps show where Shaobo Li may publish in the future.
Co-authors
The 25 scholars most cited alongside Shaobo Li, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 305 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Review of Image Classification Algorithms Based on Convolutional Neural Networks Hit paper breakdown → | 2021 | 455 |
| 2 | Limited Data Rolling Bearing Fault Diagnosis With Few-Shot Learning Hit paper breakdown → | 2019 | 328 |
| 3 | Using Deep Learning to Detect Defects in Manufacturing: A Comprehensive Survey and Current Challenges Hit paper breakdown → | 2020 | 325 |
| 4 | Meta-learning for few-shot bearing fault diagnosis under complex working conditions Hit paper breakdown → | 2021 | 211 |
| 5 | 2017 | 178 | |
| 6 | Human activity recognition based on multienvironment sensor data Hit paper breakdown → | 2022 | 160 |
| 7 | 2018 | 142 | |
| 8 | 2018 | 132 | |
| 9 | 2019 | 107 | |
| 10 | 2020 | 102 | |
| 11 | 2022 | 99 | |
| 12 | 2018 | 97 | |
| 13 | 2018 | 92 | |
| 14 | 2019 | 90 | |
| 15 | 2022 | 83 | |
| 16 | 2019 | 81 | |
| 17 | 2020 | 77 | |
| 18 | 2021 | 74 | |
| 19 | 2018 | 72 | |
| 20 | Small data challenges for intelligent prognostics and health management: a review Hit paper breakdown → | 2024 | 69 |
About Shaobo Li
Shaobo Li is a scholar working on Artificial Intelligence, Control and Systems Engineering, Mechanical Engineering, Electrical and Electronic Engineering and Computer Vision and Pattern Recognition, having authored 305 papers that have together received 5.8k indexed citations. Recurring topics across this work include Metaheuristic Optimization Algorithms Research (24 papers), Machine Fault Diagnosis Techniques (24 papers), Anomaly Detection Techniques and Applications (21 papers), Fault Detection and Control Systems (19 papers), Adaptive Control of Nonlinear Systems (14 papers), IoT and Edge/Fog Computing (12 papers), Evolutionary Algorithms and Applications (12 papers) and Robotic Path Planning Algorithms (12 papers). The work is most often cited by research in Control and Systems Engineering (1.8k citations), Industrial and Manufacturing Engineering (648 citations), Mechanical Engineering (1.3k citations), Artificial Intelligence (1.2k citations) and Computer Vision and Pattern Recognition (701 citations). Shaobo Li has collaborated with scholars based in China, United States and Singapore. Frequent co-authors include Jianjun Hu, Jing Yang, Ansi Zhang, Guanci Yang, Qiang Bai, Jie Hu, Yuxin Cui, Chuanjiang Li, Zheng Wang and Rongzhi Dong. Their work appears in journals such as Applied Sciences, IEEE Access, IEEE Sensors Journal, Journal of Computational Design and Engineering and International Journal of Intelligent Systems.
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.