Hyperscale data analysis oriented optimization mechanisms for higher education management systems platforms with evolutionary intelligence

Zhang, Ru; Meng, Zihan; Wang, Hongli; Liu, Tianhe; Wang, Guan; Zheng, Lu; Wang, Cong

doi:10.1016/j.asoc.2024.111460

Cited by 3 publications

(1 citation statement)

References 33 publications

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“…Furthermore, there is also some research based on swarm intelligence (Zheng et al, 2023;Zhang, Peter, et al, 2024;Hua Hu, 2023;Zhang, Meng, et al, 2024;Liu, 2023). However, they have no high training ability in a complex environment.…”

Section: Introductionmentioning

confidence: 99%

Cloud IoT-Oriented Secure College Physical Education Teaching Platform Vased on Deep Learning

Zhang

2024

International Journal of Swarm Intelligence Research

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In physical education (PE) teaching, the teaching platform is comprehensively applied to provide students with high-quality PE teaching resources to meet their learning needs in different forms. A human motion trajectory detection method is proposed based on deep learning and superpixels. The initial positioning of human body is performed through the attention mechanism and the YOLOv5 model, and the human target tracking is performed through superpixels. Aiming at the difficulty of cross-domain security management due to the lack of security infrastructure in multi-domain cloud IoT, a lightweight certificateless cross-domain authentication scheme is designed. Simulation results show that the proposed detection method has significantly improved accuracy and running time compared with traditional methods and can adapt to different detection scenarios. Furthermore, the proposed certificateless cross-domain authentication scheme can securely access sensor-generated data under the cloud IoT of the PE teaching platform in colleges.

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Section: Introductionmentioning

confidence: 99%

Cloud IoT-Oriented Secure College Physical Education Teaching Platform Vased on Deep Learning

Zhang

2024

International Journal of Swarm Intelligence Research

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Feature selection based on contradictory state sequence for multi-scale interval valued decision table

Zhang,

Feng

2024

Information Sciences

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Management for Institutional Strengthening in Tertiary Education: A Model Proposal Based on an Empirical Study

Paguay Pinchao,

Rivera Vásquez

2024

johepal

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Hyperscale data analysis oriented optimization mechanisms for higher education management systems platforms with evolutionary intelligence

Cited by 3 publications

References 33 publications

Cloud IoT-Oriented Secure College Physical Education Teaching Platform Vased on Deep Learning

Cloud IoT-Oriented Secure College Physical Education Teaching Platform Vased on Deep Learning

Feature selection based on contradictory state sequence for multi-scale interval valued decision table

Management for Institutional Strengthening in Tertiary Education: A Model Proposal Based on an Empirical Study

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