Xiyang Peng's Publications

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  • Xiyang Peng, Yuting Zhao, Ziheng Li, Xulong Wang, Fengtao Nan, Zhong Zhao, Yun Yang, Po Yang. Multi-Scale and Multi-Level Feature Assessment Framework for Classification of Parkinson’s Disease State from Short-Term Motor Tasks. IEEE Transactions on Biomedical Engineering. (Accepted)
  • Yuting Zhao, Xulong Wang, Xiyang Peng, Ziheng Li, Fengtao Nan, Menghui Zhou, Jun Qi, Yun Yang, Zhong Zhao, Po Yang. Representative MDS-UPDRS Activities Selection and Evaluation Framework with Consumable Wearable Devices for Effective Self-Assessment of Parkinson’s Disease. IEEE Journal of Selected Areas in Sensors. (Accepted)
  • Li, Ziheng, Xiyang Peng, Yuting Zhao, Xulong Wang, Yun Yang, and Po Yang. ”A Weakly Supervised Learning Framework for Parkinson’s Disease Assessment Using Wearable Sensor.” In 2023 19th International Conference on Mobility, Sensing and Networking (MSN), pp. 813-818. IEEE, 2023.
  • Tao, Liu, Xiang Wang, Xiyang Peng, Po Yang, Jun Qi, and Yun Yang. ”Activity selection to distinguish healthy people from parkinson’s disease patients using i-da.” In 2021 17th International Conference on Mobility, Sensing and Networking (MSN), pp. 66-73. IEEE, 2021.
  • Jun Qi ;Po Yang; Lee Newcombe; Xiyang Peng ;Yun Yang; Zhong Zhao, An overview of data fusion techniques for Internet of Things enabled physical activity recognition and mea- sure,Information fusion,2020.3,55: 269 280
  • Xiyang Peng, Wang, X., Qi, J., Yang, Y., Li, J. and Yang, P., 2020, December. Experimental analysis of artificial neural networks performance for accessing physical activity recognition in daily life. In 2020 IEEE Intl Conf on ISPA/BDCloud/SocialCom/SustainCom pp. 1348-1353. IEEE.