Experimental Analysis of Artificial Neural Networks Performance for Physical Activity Recognition Using Belt and Wristband Devices. - Jun Qi 001; Yun Yang 003; Xiyang Peng; Lee Newcombe; Andrew Simpson 001; Po Yang 001 (EMBC, 2019)

Experimental Analysis of Artificial Neural Networks Performance for Accessing Physical Activity Recognition in Daily Life. - Xiyang Peng; Xiang Wang; Jun Qi 001; Yun Yang 003; Jie Li; Po Yang 001 (ISPA/BDCloud/SocialCom/SustainCom, 2020)

A Hybrid Hierarchical Model for Accessing Physical Activity Recognition towards Free-living Environments. - Jun Qi 001; Hai-Ning Liang; Jianjun Chen; Xiyang Peng; Lee Newcombe; Po Yang 001 (ISPA/BDCloud/SocialCom/SustainCom, 2020)

An overview of data fusion techniques for Internet of Things enabled physical activity recognition and measure. - Jun Qi 001; Po Yang 001; Lee Newcombe; Xiyang Peng; Yun Yang 003; Zhong Zhao (Inf. Fusion, 2020)

Activity Selection to Distinguish Healthy People from Parkinson's Disease Patients Using I-DA. - Liu Tao; Xiang Wang; Xiyang Peng; Po Yang 001; Jun Qi 001; Yun Yang 003 (MSN, 2021)

A Method for Improving the Accuracy of Link Prediction Algorithms. - Jie Li 092; Xiyang Peng; Jian Wang 078; Na Zhao 006 (Complex., 2021)

A Weakly Supervised Learning Framework for Parkinson's Disease Assessment Using Wearable Sensor. - Ziheng Li; Xiyang Peng; Yuting Zhao; Xulong Wang 001; Yun Yang 003; Po Yang 001 (MSN, 2023)

LTSMamba: A Long-Term Time Series Forecasting Model Based on Mamba-2. - Xiyang Peng; Ruoxin Ni; Yuncheng Jiang (ADMA (4), 2024)

Medical Signals Augmentation for Parkinson's Disease Diagnosis in Low-Resource Settings Across Time, Activity and Patients. - Xiyang Peng; Zheyuan Xu; Yun Yang 003; Po Yang 001 (BIBM, 2024)

An Activity Graph-Based Deep Convolutional Neural Network Framework in Symptom Severity Diagnosis Towards Parkinson's Disease Using Inertial Sensors. - Mingchang Xu; Xiyang Peng; Po Yang 001; Jun Qi 001; Yun Yang 003 (ICIC (LNBI 1), 2024)

Multi-Scale and Multi-Level Feature Assessment Framework for Classification of Parkinson's Disease State From Short-Term Motor Tasks. - Xiyang Peng; Yuting Zhao; Ziheng Li; Xulong Wang 001; Fengtao Nan; Zhong Zhao; Yun Yang 003; Po Yang 001 (IEEE Trans. Biomed. Eng., 2025)