Mingsen Du

According to our database, Mingsen Du authored at least 17 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

A multi-stage cuff-less continuous blood pressure estimation method for overcoming subject specificity.

Yongjian Li, Meng Chen, Mingsen Du, Shoushui Wei

Inf. Fusion, 2026

Heterogeneous relationships of subjects and shapelets for semi-supervised multivariate series classification.

Mingsen Du, Yongjian Li, Meng Chen, Shoushui Wei

Expert Syst. Appl., 2026

Unsupervised electrocardiogram signal denoising and quality assessment using spectrum-constrained cycle-consistent generative adversarial network.

Meng Chen, Yongjian Li, Mingsen Du, Wenzhuo Shi, Yali Shi, Shoushui Wei

Eng. Appl. Artif. Intell., 2026

2025

Multivariate Time Series Classification via Heterogeneous Graph Representation.

Mingsen Du, Meng Chen, Zheng Liu, Yongjian Li, Cun Ji, Shoushui Wei

IEEE Trans. Ind. Informatics, December, 2025

Diagnostic-Wise Hybrid Loss for ECG Signals Reconstruction Based on Wavelet Decomposition.

Meng Chen, Yongjian Li, Mingsen Du, Yali Shi, Wenzhuo Shi, Shoushui Wei

IEEE Trans. Instrum. Meas., 2025

ST-Tree with interpretability for multivariate time series classification.

Mingsen Du, Yanxuan Wei, Yingxia Tang, Xiangwei Zheng, Shoushui Wei, Cun Ji

Neural Networks, 2025

Causal and Local Correlations Based Network for Multivariate Time Series Classification.

Mingsen Du, Yanxuan Wei, Xiangwei Zheng, Cun Ji

Neurocomputing, 2025

MSCG-Net: A multi-scale cross-guidance neural network with generalizability for physiological signal analysis.

Yongjian Li, Meng Chen, Xinge Jiang, Liting Zhang, Mingsen Du, Chengyu Liu, Shoushui Wei

Biomed. Signal Process. Control., 2025

2024

Feature-fused residual network for time series classification.

Yanxuan Wei, Mingsen Du, Teng Li, Xiangwei Zheng, Cun Ji

J. King Saud Univ. Comput. Inf. Sci., 2024

Multivariate time series classification based on fusion features.

Mingsen Du, Yanxuan Wei, Yupeng Hu, Xiangwei Zheng, Cun Ji

Expert Syst. Appl., 2024

Time series classification based on Unet with 2D transformation.

Mingsen Du, Yunxia Wang, Yanxuan Wei, Xiaona Wu, Cun Ji

Proceedings of the International Conference on Identification, 2024

2023

Time series classification with random temporal features.

Cun Ji, Mingsen Du, Yanxuan Wei, Yupeng Hu, Shijun Liu, Li Pan, Xiangwei Zheng

J. King Saud Univ. Comput. Inf. Sci., October, 2023

Multi-feature based network for multivariate time series classification.

Mingsen Du, Yanxuan Wei, Xiangwei Zheng, Cun Ji

Inf. Sci., August, 2023

IEEG-CT: A CNN and Transformer Based Method for Intracranial EEG Signal Classification.

Mengxin Yu, Yuang Zhang, Haihui Liu, Xiaona Wu, Mingsen Du, Xiaojie Liu

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Automatic Component Identification Based on Time Series Classification for Intelligent Devices.

Mingsen Du, Yanxuan Wei, Yupeng Hu, Xiangwei Zheng, Cun Ji

Proceedings of the IEEE International Conference on Data Mining, 2023

Adaptive Shapelet Selection for Time Series Classification.

Yanxuan Wei, Yunxia Wang, Mingsen Du, Yupeng Hu, Cun Ji

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

2022

Time series classification based on temporal features.

Cun Ji, Mingsen Du, Yupeng Hu, Shijun Liu, Li Pan, Xiangwei Zheng

Appl. Soft Comput., 2022