Search Results - Jiahui Pan

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  1. 1
    A dual scheduling framework for task and resource allocation in clouds using deep reinforcement learning

    A dual scheduling framework for task and resource allocation in clouds using deep reinforcement learning by Jiahui Pan, Yi Wei, Lei Meng, Xiangxu Meng

    Published 2025-06-01

    Abstract In the three-tier cloud computing marketplace, Software-as-a-Service (SaaS) providers play a dual role. As consumers of Infrastructure-as-a-Service (IaaS) providers, they rent virtual machine (VM) instances from public cloud platforms on a pay-as-you-go basis to deploy their applications. M...

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  2. 2
    Multimodal Emotion Recognition Based on Facial Expressions, Speech, and EEG

    Multimodal Emotion Recognition Based on Facial Expressions, Speech, and EEG by Jiahui Pan, Weijie Fang, Zhihang Zhang, Bingzhi Chen, Zheng Zhang, Shuihua Wang

    Published 2024-01-01

    <italic>Goal:</italic> As an essential human-machine interactive task, emotion recognition has become an emerging area over the decades. Although previous attempts to classify emotions have achieved high performance, several challenges remain open: 1) How to effectively recognize emotion...

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  3. 3
    Predicting Running Vertical Ground Reaction Forces Using Neural Network Models Based on an IMU Sensor

    Predicting Running Vertical Ground Reaction Forces Using Neural Network Models Based on an IMU Sensor by Shangxiao Li, Jiahui Pan, Dongmei Wang, Shufang Yuan, Jin Yang, Weiya Hao

    Published 2025-06-01

    Vertical ground reaction force (vGRF) plays an important role in the study of running-related injuries (RRIs). This study explores the synchronization method between inertial measurement unit (IMU) and vGRF data of running and develops ANN models to accurately predict vGRF. Fifteen runners participa...

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  4. 4
    Electro‐Acupuncture to Treat Disorder of Consciousness (AcuDoc): Study Protocol for a Randomized Sham‐Controlled Trial

    Electro‐Acupuncture to Treat Disorder of Consciousness (AcuDoc): Study Protocol for a Randomized Sham‐Controlled Trial by Kaiqi Lin, Jixiang Chen, Jiahui Pan, Ruihong Wang, Shibiao Wu, Wanxing Wen, Yuanqing Li, Lixin Wang, Fang Yuan

    Published 2025-06-01

    ABSTRACT Background Treatment of disorders of consciousness (DOC) remains a clinical challenge. Electroacupuncture (EA) was shown to have the potential to promote the recovery of consciousness. This trial aims to explore the therapeutic effects and mechanisms of EA in patients with DOC due to trauma...

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