Time series classification based on temporal features. - Cun Ji; Mingsen Du; Yupeng Hu; Shijun Liu; Li Pan 001; Xiangwei Zheng 001 (Appl. Soft Comput., 2022)

Adaptive Shapelet Selection for Time Series Classification. - Yanxuan Wei; Yunxia Wang; Mingsen Du; Yupeng Hu; Cun Ji (CSCWD, 2023)

Automatic Component Identification Based on Time Series Classification for Intelligent Devices. - Mingsen Du; Yanxuan Wei; Yupeng Hu; Xiangwei Zheng 001; Cun Ji (ICDM (Workshops), 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 (ICONIP (3), 2023)

Multi-feature based network for multivariate time series classification. - Mingsen Du; Yanxuan Wei; Xiangwei Zheng 001; Cun Ji (Inf. Sci., 2023)

Time series classification with random temporal features. - Cun Ji; Mingsen Du; Yanxuan Wei; Yupeng Hu; Shijun Liu; Li Pan 001; Xiangwei Zheng 001 (J. King Saud Univ. Comput. Inf. Sci., 2023)

Time series classification based on Unet with 2D transformation. - Mingsen Du; Yunxia Wang; Yanxuan Wei; Xiaona Wu; Cun Ji (IIKI, 2024)

Multivariate time series classification based on fusion features. - Mingsen Du; Yanxuan Wei; Yupeng Hu; Xiangwei Zheng 001; Cun Ji (Expert Syst. Appl., 2024)

Feature-fused residual network for time series classification. - Yanxuan Wei; Mingsen Du; Teng Li; Xiangwei Zheng 001; Cun Ji (J. King Saud Univ. Comput. Inf. Sci., 2024)

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 001; Shoushui Wei (Biomed. Signal Process. Control., 2025)

Causal and Local Correlations Based Network for Multivariate Time Series Classification. - Mingsen Du; Yanxuan Wei; Xiangwei Zheng 001; Cun Ji (Neurocomputing, 2025)

ST-Tree with interpretability for multivariate time series classification. - Mingsen Du; Yanxuan Wei; Yingxia Tang; Xiangwei Zheng 001; Shoushui Wei; Cun Ji (Neural Networks, 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)