Mingsen Du

19 papers C 1Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A multi-stage cuff-less continuous blood pressure estimation method for overcoming subject specificity.
Inf. Fusion
Yongjian Li, Meng Chen, Mingsen Du, Shoushui Wei
2026 J jnl
Heterogeneous relationships of subjects and shapelets for semi-supervised multivariate series classification.
Expert Syst. Appl.
Mingsen Du, Yongjian Li, Meng Chen, Shoushui Wei
2026 J jnl
Unsupervised electrocardiogram signal denoising and quality assessment using spectrum-constrained cycle-consistent generative adversarial network.
Eng. Appl. Artif. Intell.
Meng Chen, Yongjian Li, Mingsen Du, Wenzhuo Shi, Yali Shi, Shoushui Wei
2025 J jnl
Causal and Local Correlations Based Network for Multivariate Time Series Classification.
Neurocomputing
Mingsen Du, Yanxuan Wei, Xiangwei Zheng, Cun Ji
2025 J jnl
Diagnostic-Wise Hybrid Loss for ECG Signals Reconstruction Based on Wavelet Decomposition.
IEEE Trans. Instrum. Meas.
Meng Chen, Yongjian Li, Mingsen Du, Yali Shi, Wenzhuo Shi, Shoushui Wei
2025 J jnl
MSCG-Net: A multi-scale cross-guidance neural network with generalizability for physiological signal analysis.
Biomed. Signal Process. Control.
Yongjian Li, Meng Chen, Xinge Jiang, Liting Zhang, Mingsen Du, Chengyu Liu, Shoushui Wei
2025 J jnl
Multivariate Time Series Classification via Heterogeneous Graph Representation.
IEEE Trans. Ind. Informatics
Mingsen Du, Meng Chen, Zheng Liu, Yongjian Li, Cun Ji, Shoushui Wei
2025 J jnl
ST-Tree with interpretability for multivariate time series classification.
Neural Networks
Mingsen Du, Yanxuan Wei, Yingxia Tang, Xiangwei Zheng, Shoushui Wei, Cun Ji
2024 J jnl
Causal and Local Correlations Based Network for Multivariate Time Series Classification.
CoRR
Mingsen Du, Yanxuan Wei, Xiangwei Zheng, Cun Ji
2024 J jnl
Feature-fused residual network for time series classification.
J. King Saud Univ. Comput. Inf. Sci.
Yanxuan Wei, Mingsen Du, Teng Li, Xiangwei Zheng, Cun Ji
2024 J jnl
Multivariate time series classification based on fusion features.
Expert Syst. Appl.
Mingsen Du, Yanxuan Wei, Yupeng Hu, Xiangwei Zheng, Cun Ji
2024 J jnl
ST-Tree with Interpretability for Multivariate Time Series Classification.
CoRR
Mingsen Du, Yanxuan Wei, Yingxia Tang, Xiangwei Zheng, Shoushui Wei, Cun Ji
2024 — conf
Time series classification based on Unet with 2D transformation.
IIKI
Mingsen Du, Yunxia Wang, Yanxuan Wei, Xiaona Wu, Cun Ji
2023 C conf
Adaptive Shapelet Selection for Time Series Classification.
CSCWD
Yanxuan Wei, Yunxia Wang, Mingsen Du, Yupeng Hu, Cun Ji
2023 — conf
Automatic Component Identification Based on Time Series Classification for Intelligent Devices.
ICDM (Workshops)
Mingsen Du, Yanxuan Wei, Yupeng Hu, Xiangwei Zheng, Cun Ji
2023 — conf
IEEG-CT: A CNN and Transformer Based Method for Intracranial EEG Signal Classification.
ICONIP (3)
Mengxin Yu, Yuang Zhang, Haihui Liu, Xiaona Wu, Mingsen Du, Xiaojie Liu
2023 J jnl
Multi-feature based network for multivariate time series classification.
Inf. Sci.
Mingsen Du, Yanxuan Wei, Xiangwei Zheng, Cun Ji
2023 J jnl
Time series classification with random temporal features.
J. King Saud Univ. Comput. Inf. Sci.
Cun Ji, Mingsen Du, Yanxuan Wei, Yupeng Hu, Shijun Liu, Li Pan, Xiangwei Zheng
2022 J jnl
Time series classification based on temporal features.
Appl. Soft Comput.
Cun Ji, Mingsen Du, Yupeng Hu, Shijun Liu, Li Pan, Xiangwei Zheng