Shaobo Li

7.8k citations

292 papers · 5.3k indexed · 6 hit papers · h-index 38

Impact in

Control and Systems Engineering top 0.5%
- Machine Fault Diagnosis Techniques
- Fault Detection and Control Systems
Industrial and Manufacturing Engineering top 0.5%
- Industrial Vision Systems and Defect Detection

Papers in ⓘ

Control and Systems Engineering 78
- Machine Fault Diagnosis Techniques 24
- Fault Detection and Control Systems 19
- Adaptive Control of Nonlinear Systems 14
Artificial Intelligence 81
- Anomaly Detection Techniques and Applications 21
- Metaheuristic Optimization Algorithms Research 20
- Evolutionary Algorithms and Applications 10

Co-authors: Jianjun Hu (42 shared papers)Jing Yang (30 shared papers)Ansi Zhang (30 shared papers)Guanci Yang (19 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 Sensors Journal (9 papers)IEEE Access (9 papers)IEEE Internet of Things Journal (5 papers)International Journal of Intelligent Systems (5 papers)
Partner nations: China United States Singapore

In The Last Decade

Shaobo Li

253 papers receiving 5.2k citations

Hit Papers

6 papers align trajectories log scale

Small data challenges for intelligent prognostics and health management: a review 2024 · 57 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2024 Artificial Intelligence Review
2022 Information Fusion
2021 Neurocomputing
2021 Remote Sensing
2020 Materials
2019 IEEE Access

Peers

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-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.

Border = papers with Shaobo Li Line = papers co-authored together Shaobo Li links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 292 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Review of Image Classification Algorithms Based on Convolutional Neural Networks Remote Sensing ·Leiyu Chen, Shaobo Li, Qiang Bai, Jing Yang, Sanlong Jiang, Yanming Miao Hit paper breakdown →	2021	406
2	Limited Data Rolling Bearing Fault Diagnosis With Few-Shot Learning IEEE Access ·Ansi Zhang, Shaobo Li, Yuxin Cui, Wanli Yang, Rongzhi Dong, Jianjun Hu Hit paper breakdown →	2019	314
3	Using Deep Learning to Detect Defects in Manufacturing: A Comprehensive Survey and Current Challenges Materials ·Jing Yang, Shaobo Li, Zheng Wang, Hao Dong, Jun Wang, Shihao Tang Hit paper breakdown →	2020	297
4	Meta-learning for few-shot bearing fault diagnosis under complex working conditions Neurocomputing ·Chuanjiang Li, Shaobo Li, Ansi Zhang, Qiang He, Zihao Liao, Jianjun Hu Hit paper breakdown →	2021	205
5	An Ensemble Deep Convolutional Neural Network Model with Improved D-S Evidence Fusion for Bearing Fault Diagnosis Sensors ·Shaobo Li, Guokai Liu, Xianghong Tang, Jianguang Lu, Jianjun Hu	2017	171
6	Human activity recognition based on multienvironment sensor data Information Fusion ·Yang Li, Guanci Yang, Zhidong Su, Shaobo Li, Yang Wang Hit paper breakdown →	2022	151
7	Transfer Learning with Deep Recurrent Neural Networks for Remaining Useful Life Estimation Applied Sciences ·Ansi Zhang, Honglei Wang, Shaobo Li, Yuxin Cui, Zhonghao Liu, Guanci Yang, Jianjun Hu	2018	136
8	DeepPatent: patent classification with convolutional neural networks and word embedding Scientometrics ·Shaobo Li, Jie Hu, Yuxin Cui, Jianjun Hu	2018	116
9	Real-Time Tiny Part Defect Detection System in Manufacturing Using Deep Learning IEEE Access ·Jing Yang, Shaobo Li, Zheng Wang, Guanci Yang	2019	102
10	End-To-End Convolutional Neural Network Model for Gear Fault Diagnosis Based on Sound Signals Applied Sciences ·Yong Yao, Honglei Wang, Shaobo Li, Zhonghao Liu, Gui Gui, Yabo Dan, Jianjun Hu	2018	96
11	Object Detection Recognition and Robot Grasping Based on Machine Learning: A Survey IEEE Access ·Qiang Bai, Shaobo Li, Jing Yang, Qisong Song, Zhiang Li, Xingxing Zhang	2020	92
12	Arrhythmia classification algorithm based on multi-head self-attention mechanism Biomedical Signal Processing and Control ·Yue Wang, Guanci Yang, Shaobo Li, Yang Li, Ling He, Dan Liu	2022	89
13	An Ensemble Stacked Convolutional Neural Network Model for Environmental Event Sound Recognition Applied Sciences ·Shaobo Li, Yong Yao, Jie Hu, Guokai Liu, Xuemei Yao, Jianjun Hu	2018	84
14	A Review of Text Corpus-Based Tourism Big Data Mining Applied Sciences ·Qin Li, Shaobo Li, Sen Zhang, Jie Hu, Jianjun Hu, (unknown), (unknown)	2019	80
15	Deep Autoencoder Neural Networks for Short-Term Traffic Congestion Prediction of Transportation Networks Sensors ·Sen Zhang, Yong Yao, Jie Hu, (unknown), Yong Zhao, Shaobo Li, (unknown), (unknown)	2019	77
16	Investigation on H2/air combustion with C3H8 addition in the combustor with part/full porous medium Energy Conversion and Management ·Qingguo Peng, Wenming Yang, E Jiaqiang, Zhenwei Li, Hongpeng Xu, Guang Fu, Shaobo Li	2020	77
17	Composite fault diagnosis for rolling bearing based on parameter-optimized VMD Measurement ·Hua Li, Xing Wu, Tao Liu, Shaobo Li, Bangmei Zhang, Gui Zhou, Tao Huang	2022	76
18	Object Detection Method for Grasping Robot Based on Improved YOLOv5 Micromachines ·Qisong Song, Shaobo Li, Qiang Bai, Jing Yang, Xingxing Zhang, Zhiang Li, Zhongjing Duan	2021	73
19	Patent Keyword Extraction Algorithm Based on Distributed Representation for Patent Classification Entropy ·Jie Hu, Shaobo Li, Yong Yao, Liya Yu, Guanci Yang, Jianjun Hu	2018	64
20	Small data challenges for intelligent prognostics and health management: a review Artificial Intelligence Review ·Chuanjiang Li, Shaobo Li, Yixiong Feng, Konstantinos Gryllias, Fengshou Gu, Michael Pecht Hit paper breakdown →	2024	57

About Shaobo Li

Shaobo Li is a scholar working on Control and Systems Engineering, Artificial Intelligence, Industrial and Manufacturing Engineering, Computer Vision and Pattern Recognition and Mechanical Engineering, having authored 292 papers that have together received 5.3k indexed citations. Recurring topics across this work include Machine Fault Diagnosis Techniques (24 papers), Anomaly Detection Techniques and Applications (21 papers), Metaheuristic Optimization Algorithms Research (20 papers), Fault Detection and Control Systems (19 papers), Adaptive Control of Nonlinear Systems (14 papers), IoT and Edge/Fog Computing (12 papers), Robotic Path Planning Algorithms (10 papers) and Evolutionary Algorithms and Applications (10 papers). The work is most often cited by research in Control and Systems Engineering (1.7k citations), Industrial and Manufacturing Engineering (594 citations), Mechanical Engineering (1.3k citations), Artificial Intelligence (1.1k citations) and Computer Vision and Pattern Recognition (639 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 Sensors Journal, IEEE Access, IEEE Internet of Things Journal 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.

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