Shaobo Li

7.8k total citations · 6 hit papers
292 papers, 5.3k citations indexed

About

Shaobo Li is a scholar working on Artificial Intelligence, Control and Systems Engineering and Mechanical Engineering. According to data from OpenAlex, Shaobo Li has authored 292 papers receiving a total of 5.3k indexed citations (citations by other indexed papers that have themselves been cited), including 81 papers in Artificial Intelligence, 78 papers in Control and Systems Engineering and 53 papers in Mechanical Engineering. Recurrent topics in Shaobo Li's work include Machine Fault Diagnosis Techniques (24 papers), Anomaly Detection Techniques and Applications (21 papers) and Metaheuristic Optimization Algorithms Research (20 papers). Shaobo Li is often cited by papers focused on Machine Fault Diagnosis Techniques (24 papers), Anomaly Detection Techniques and Applications (21 papers) and Metaheuristic Optimization Algorithms Research (20 papers). Shaobo Li collaborates with scholars based in China, United States and Singapore. Shaobo Li's co-authors include Jianjun Hu, Jing Yang, Ansi Zhang, Guanci Yang, Qiang Bai, Jie Hu, Yuxin Cui, Chuanjiang Li, Zheng Wang and Rongzhi Dong and has published in prestigious journals such as SHILAP Revista de lepidopterología, Journal of the American Statistical Association and PLoS ONE.

In The Last Decade

Shaobo Li

253 papers receiving 5.2k citations

Hit Papers

Review of Image Classification Algorithms Based on Convol... 2019 2026 2021 2023 2021 2019 2020 2021 2022 100 200 300 400
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.

  1. Review of Image Classification Algorithms Based on Convolutional Neural Networks
    2021 406 citations Shaobo Li, Jing Yang et al. profile →
  2. Limited Data Rolling Bearing Fault Diagnosis With Few-Shot Learning
    2019 314 citations Ansi Zhang, Shaobo Li et al. profile →
  3. Using Deep Learning to Detect Defects in Manufacturing: A Comprehensive Survey and Current Challenges
    2020 297 citations Jing Yang, Shaobo Li et al. profile →
  4. Meta-learning for few-shot bearing fault diagnosis under complex working conditions
    2021 205 citations Chuanjiang Li, Shaobo Li et al. profile →
  5. Human activity recognition based on multienvironment sensor data
    2022 151 citations Shaobo Li et al. profile →
  6. Small data challenges for intelligent prognostics and health management: a review
    2024 57 citations Chuanjiang Li, Shaobo Li et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Shaobo Li China 38 1.7k 1.3k 1.1k 639 625 292 5.3k
Adam Głowacz Poland 39 2.5k 1.5× 2.1k 1.6× 528 0.5× 446 0.7× 1.1k 1.8× 181 5.8k
Kezhi Mao Singapore 28 2.4k 1.4× 1.6k 1.2× 2.1k 1.9× 859 1.3× 771 1.2× 125 6.1k
Peng Zeng China 37 1.3k 0.7× 813 0.6× 732 0.7× 309 0.5× 2.4k 3.9× 391 6.3k
Zhenyu Liu China 34 802 0.5× 1.0k 0.8× 368 0.3× 570 0.9× 444 0.7× 336 4.5k
Yu Zhang China 31 1.3k 0.8× 965 0.7× 2.0k 1.9× 447 0.7× 395 0.6× 212 4.9k
Wei Wang China 47 4.2k 2.5× 919 0.7× 1.4k 1.3× 611 1.0× 1.2k 1.9× 493 8.6k
Yi Qin China 48 4.6k 2.8× 3.1k 2.4× 802 0.8× 338 0.5× 968 1.5× 266 7.2k
Yue Wang China 38 1.3k 0.8× 724 0.6× 1.1k 1.1× 1.1k 1.7× 1.0k 1.6× 400 6.8k
Zhenyu Yang Denmark 35 1.1k 0.6× 706 0.5× 2.1k 1.9× 597 0.9× 960 1.5× 352 6.4k
Hui Zhang China 53 4.8k 2.9× 2.0k 1.5× 1.0k 1.0× 707 1.1× 1.8k 2.9× 383 10.2k

Countries citing papers authored by Shaobo Li

Since Specialization
Citations

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

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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-authorship network of co-authors of Shaobo Li

This figure shows the co-authorship network connecting the top 25 collaborators of Shaobo Li. A scholar is included among the top collaborators of Shaobo Li 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 Shaobo Li. Shaobo Li is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
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Zhang, Xiangjie, et al.. (2024). A personalized federated meta-learning method for intelligent and privacy-preserving fault diagnosis. Advanced Engineering Informatics. 62. 102781–102781. 25 indexed citations
4.
Li, Shaobo, et al.. (2024). Data-driven multivariate regression-based anomaly detection and recovery of unmanned aerial vehicle flight data. Journal of Computational Design and Engineering. 11(2). 176–193. 9 indexed citations
5.
Li, Shaobo, et al.. (2024). Surrogate method for partial association between mixed data with application to well-being survey analysis. The Annals of Applied Statistics. 18(3). 1 indexed citations
6.
Yang, Jing, et al.. (2024). LVAR-CZSL: Learning Visual Attributes Representation for Compositional Zero-Shot Learning. IEEE Transactions on Circuits and Systems for Video Technology. 34(12). 13311–13323. 2 indexed citations
7.
Li, Shaobo, et al.. (2024). FW-UAV Fault Diagnosis Based on Multilevel Task Knowledge Supplement Network Under Small Samples. IEEE Transactions on Instrumentation and Measurement. 73. 1–14. 3 indexed citations
8.
Wang, Yan, et al.. (2024). Deeply Integrated Autoencoder-Based Anomaly Detection and Critical Parameter Identification for Unmanned Aerial Vehicle Actuators. IEEE Sensors Journal. 24(15). 24905–24920. 5 indexed citations
9.
Li, Hua, et al.. (2024). CCDFormer: A dual-backbone complex crack detection network with transformer. Pattern Recognition. 161. 111251–111251. 2 indexed citations
10.
Li, Shaobo, et al.. (2024). MISAO: A Multi-Strategy Improved Snow Ablation Optimizer for Unmanned Aerial Vehicle Path Planning. Mathematics. 12(18). 2870–2870. 2 indexed citations
11.
Li, Hua, et al.. (2024). Stacking multi-view broad learning system with residual structures for classification. Information Sciences. 669. 120559–120559. 5 indexed citations
12.
Li, Shuyue, Guang Fu, Hongli Li, et al.. (2023). Effect of layer thickness on the melt pool behavior and pore defects evolution of selective laser melting CuCrZr alloy. Journal of Alloys and Compounds. 967. 171778–171778. 19 indexed citations
13.
Li, Shaobo, et al.. (2023). Data-driven unsupervised anomaly detection and recovery of unmanned aerial vehicle flight data based on spatiotemporal correlation. Science China Technological Sciences. 66(5). 1304–1316. 19 indexed citations
14.
Yin, Yongcheng, et al.. (2023). Cloud service composition of collaborative manufacturing in main manufacturer-suppliers mode for aviation equipment. Robotics and Computer-Integrated Manufacturing. 84. 102603–102603. 9 indexed citations
15.
Li, Zhenping, et al.. (2023). Multi-Hop Question Generation with Knowledge Graph-Enhanced Language Model. Applied Sciences. 13(9). 5765–5765. 3 indexed citations
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Quan, Huafeng, et al.. (2023). Big Data and AI-Driven Product Design: A Survey. Applied Sciences. 13(16). 9433–9433. 31 indexed citations
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Li, Hua, Tao Liu, Xing Wu, & Shaobo Li. (2021). Correlated SVD and Its Application in Bearing Fault Diagnosis. IEEE Transactions on Neural Networks and Learning Systems. 34(1). 355–365. 38 indexed citations
20.
Yao, Yong, Honglei Wang, Shaobo Li, et al.. (2018). End-To-End Convolutional Neural Network Model for Gear Fault Diagnosis Based on Sound Signals. Applied Sciences. 8(9). 1584–1584. 96 indexed citations

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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