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Dr. Liyan Zhang
at Dalian Jiaotong Univ
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Publications (4)
Proceedings Article | 14 February 2024 Paper
Improved particle swarm optimization least squares support vector machine method for train wireless time delay prediction
Huigang Xu, Liyan Zhang, Changxian Li
Proceedings Volume 13018, 130184S (2024) https://doi.org/10.1117/12.3024713
KEYWORDS: Education and training, Particle swarm optimization, Windows, Quantum processing, Mathematical optimization, Singular value decomposition, Matrices, Wireless communications, Support vector machines, Quantum modeling
Proceedings Article | 15 December 2023 Paper
Video quality assessment based on deep learning
Proceedings Volume 12971, 129710T (2023) https://doi.org/10.1117/12.3017706
KEYWORDS: Video, Education and training, Feature extraction, Video compression, Deep learning, Video processing, Video acceleration, Data modeling, Databases, Neural networks
Proceedings Article | 20 June 2023 Paper
A BP neural network time delay prediction method based on phase space reconstruction
Wenzhe Sun, Liyan Zhang, Huigang Xu, Shunkun Dou, Changxian Li
Proceedings Volume 12715, 127152I (2023) https://doi.org/10.1117/12.2682466
KEYWORDS: Neural networks, Phase reconstruction, Education and training, Wavelets, Evolutionary algorithms, Particles, Lithium, Windows, Reconstruction algorithms, Performance modeling
Proceedings Article | 2 November 2022 Paper
Improved EMD-PSO-LSSVM train wireless network time-delay prediction
Proceedings Volume 12455, 124550M (2022) https://doi.org/10.1117/12.2655218
KEYWORDS: Particle swarm optimization, Discrete wavelet transforms, Error analysis, Statistical modeling, Standards development, Signal processing, Wireless communications
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