Lixian Zhu

Orcid: 0000-0002-9842-9993

According to our database1, Lixian Zhu authored at least 13 papers between 2019 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2019
2020
2021
2022
2023
2024
2025
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Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2025
An On-Board Executable Multi-Feature Transfer-Enhanced Fusion Model for Three-Lead EEG Sensor-Assisted Depression Diagnosis.
IEEE J. Biomed. Health Informatics, January, 2025

GCD-JFSE: Graph-based class-domain knowledge joint feature selection and ensemble learning for EEG-based emotion recognition.
Knowl. Based Syst., 2025

2024
Advancements in Affective Disorder Detection: Using Multimodal Physiological Signals and Neuromorphic Computing Based on SNNs.
IEEE Trans. Comput. Soc. Syst., December, 2024

Heart Sound Abnormality Detection From Multi-Institutional Collaboration: Introducing a Federated Learning Framework.
IEEE Trans. Biomed. Eng., October, 2024

Physiological Electrosignal Asynchronous Acquisition Technology: Insight and Perspectives.
IEEE Trans. Comput. Soc. Syst., February, 2024

LEPCNet: A Lightweight End-to-End PCG Classification Neural Network Model for Wearable Devices.
IEEE Trans. Instrum. Meas., 2024

Weight Light, Hear Right: Heart Sound Classification with a Low-Complexity Model.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
The Three-Lead EEG Sensor: Introducing an EEG-Assisted Depression Diagnosis System Based on Ant Lion Optimization.
IEEE Trans. Biomed. Circuits Syst., December, 2023

Cutting Weights of Deep Learning Models for Heart Sound Classification: Introducing a Knowledge Distillation Approach.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Fundamentals of Computational Psychophysiology: Theory and Methodology.
IEEE Trans. Comput. Soc. Syst., 2022

Heart Sound Classification based on Residual Shrinkage Networks.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

When Traditional Chinese Medicine Meets AI: A Novel Depression Treatment Paradigm based on Transcutaneous Vagus Nerve Stimulation.
Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, ACII 2022, 2022

2019
The spatiotemporal patterns of sea ice in the Bohai Sea during the winter seasons of 2000-2016.
Int. J. Digit. Earth, 2019


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