Jianbo Xu

Associate Professor

School of Computer Science and Technology
Hainan University

Office:
Room 1124, Agricultural Science Building, Haidian Campus

Email:
jianbo_xu@hainanu.edu.cn

[Google Scholar]    [GitHub]

Research Theme:
Machine learning, Seamless monitoring, Signal processing, Data mining, ECG, EEG, Healthcare, Cardiovascular and cerebrovascular disease detection, etc.

Biography

2010∕09 – 2014∕07 B.S. Network Engineering, University of Henan, China.
2017∕10 – 2019∕03 M.S. Computer and Information System, University of Aizu, Japan.
2019∕04 – 2022∕03 Ph.D. Computer and Information System, University of Aizu, Japan.

Experience

2022∕04 – now, Associate Professor, Department of Computer Science, University of Hainan, China.

Publications

# Corresponding author; * Equal contribution

Impact of water temperature on heart rate variability during bathing
Jianbo Xu, Wenxi Chen.   MDPI: Life
[Paper

Convolutional neural network-based identity recognition using ECG at different water temperatures during bathing
Jianbo Xu, Wenxi Chen.   Computers, Materials & Continua
[Paper

ECG-based identity validation during bathing in different water temperature
Jianbo Xu, Peng Cui, Wenxi Chen.   42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
[Paper

Improvement of ECG based personal identification performance in different bathtub water temperature by CNN
Jianbo Xu, Tianhui Li, Peng Cui, Wenxi Chen.   IEEE 10th International Conference on Awareness Science and Technology (iCAST)
[Paper

The impact of bathtub water temperature on personal identification with ECG signal based on convolutional neural network
Jianbo Xu, Tianhui Li, Ying Chen, Wenxi Chen.   IEEE 4th International Conference on Computer and Communications (ICCC)
[Paper

Personal identification by convolutional neural network with ECG signal
Jianbo Xu, Tianhui Li, Ying Chen, Wenxi Chen.   International Conference on Information and Communication Technology Convergence (ICTC)
[Paper

Projects

2017 – 2018 Feasibility study of identity authentication based on ECG signal during bathing
2018 – 2019 Research on identity authentication based on recurrent neural network
2019 – 2020 Design of identity authentication system based on five common water temperatures
2019 – 2020 Analysis of heart rate variability based on different water temperatures
2020 – 2021 Research on identity authentication system based on convolutional neural network
2021 – 2022 Detection and classification of fluid particles based on deep learning
2022 – 2023 Real-time collection, denoising and feature extraction of physiological signals
2023 – 2024 Study on correlation of HRV and multiple physiological data based on cardiovascular and cerebrovascular diseases
2024 – 2025 Detection of cardiovascular and cerebrovascular diseases based on HRV analysis

Teaching

2022-2025 Computer and Artificial Intelligence Basics Undergraduate Required Course
2022-2025 C++ Programming Undergraduate Required Course
2022-2024 Research Methodology Graduate Elective Course

Services

Reviewer

1. EEE Intelligent Transportation Systems Transactions and Magazine 2025
2. IEEE Journal of Biomedical and Health Informatics 2025
3. IEEE Internet of Things 2024
4. IEEE Transactions on Computational Social Systems 2024
5. IEEE Transactions on Industrial Informatics 2023
6. Computer Communications 2023
7. Engineering Reports 2023
8. Applied Soft Computing 2022
9. IEEE Engineering in Medicine & Biology Society (EMBC) 2022
10. IEEE/ACM Transactions on Computational Biology and Bioinformatics 2022


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