About Me

I’m Du Mingsen. I am very fortunate to be advised by Prof. XXX of XXX Lab from School of XXX, XXX University.

Research Interests: I am interested in data mining, artificial intelligence, machine learning, time series analysis (classification, prediction, anomaly detection, generation, imputation), large language models, interpretability, spatio-temporal data analysis, biomedical signal processing, blood pressure estimation, and more.

Publications

Mingsen Du, Heterogeneous graph representation learning for semi-supervised multivariate series classification
XX, 2025, Under review.
DOI: 10.48550/arXiv.2411.18043, SCI Q1, CCF B

Mingsen Du, Contrast similarity-aware dual-pathway mamba for multivariate time series node classification
XX, 2024, Under review.
DOI: 10.48550/arXiv.2411.12222, SCI Q1, CCF C

Mingsen Du, Yanxuan Wei, Xiangwei Zheng, and Cun Ji, Causal and local correlations based network for multivariate time series classification
Neurocomputing, 2023, Under minor revision.
DOI: https://arxiv.org/abs/2411.18008, SCI Q1, CCF C, IF: 5.5

Mingsen Du, Yanxuan Wei, Xiangwei Zheng, and Cun Ji, St-tree with interpretability for multivariate time series classification
Neural Networks, 2024.
DOI: 10.1016/j.neunet.2024.106951, SCI Q1, CCF B, IF: 6.0

Mingsen Du, Yanxuan Wei, Yupeng Hu, Xiangwei Zheng, and Cun Ji, Multivariate time series classification based on fusion features
Expert Systems with Applications, vol. 248, p. 123452, 2024.
DOI: 10.1016/j.eswa.2024.123452, SCI Q1, CCF C, IF: 7.5

Mingsen Du, Yanxuan Wei, Yupeng Hu, Xiangwei Zheng, and Cun Ji, Automatic component identification based on time series classification for intelligent devices
In 2023 IEEE International Conference on Data Mining Workshops (ICDMW), pp. 540–549, 2023.
DOI: 10.1109/ICDMW60847.2023.00077

Cun Ji, Mingsen Du, Yanxuan Wei, Yupeng Hu, Shijun Liu, Li Pan, and Xiangwei Zheng, Time series classification with random temporal features
Journal of King Saud University-Computer and Information Sciences, vol. 35, no. 9, p. 101783, 2023.
DOI: 10.1016/j.jksuci.2023.101783, SCI Q1, IF: 5.2

Mingsen Du, Yanxuan Wei, Xiangwei Zheng, and Cun Ji, Multi-feature based network for multivariate time series classification
Information Sciences, vol. 639, p. 119009, 2023.
DOI: 10.1016/j.ins.2023.119009, SCI Q1, CCF B, IF: 8.1

Cun Ji, Mingsen Du, Yupeng Hu, Shijun Liu, Li Pan, and Xiangwei Zheng, Time series classification based on temporal features
Applied Soft Computing, vol. 128, p. 109494, 2022.
DOI: 10.1016/j.asoc.2022.109494, SCI Q1, IF: 7.2

Email / Github / DBLP