Dr. Yanan Jiang Profile

Dr. Yanan Jiang

at Beijing Normal Univ

SPIE Involvement:

Author

Publications (4)

Proceedings Article | 15 March 2024 Paper

Research on bearing fault diagnosis based on the stacking strategy

Hanyu Zhang, Yuntao Li, Zitong Zhang, Yanan Jiang

Proceedings Volume 13079, 1307913 (2024) https://doi.org/10.1117/12.3015585

KEYWORDS: Machine learning, Performance modeling, Data modeling, Lawrencium, Education and training, Feature extraction, Deep learning, Matrices, Cross validation, Statistical modeling

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Proceedings Article | 3 April 2023 Paper

A comparative study of rolling bearing fault diagnosis based on tree models

Hanyu Zhang, Chengcheng Zhong, Zitong Zhang, Yanan Jiang

Proceedings Volume 12599, 125992D (2023) https://doi.org/10.1117/12.2673391

KEYWORDS: Deep learning, Data modeling, Machine learning, Performance modeling, Neural networks, Education and training, Transformers, Statistical modeling, Signal processing, Random forests

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SPIE Journal Paper | 29 July 2022

Uncertainty measurement-guided iterative sample selection via shallow convolutional neural network for hyperspectral image classification

Xin Zhang, Lei Kang, Chunlei Zhang, Zitong Zhang, Yanan Jiang

JARS, Vol. 16, Issue 03, 038501, (July 2022) https://doi.org/10.1117/12.10.1117/1.JRS.16.038501

KEYWORDS: Statistical modeling, Image classification, Data modeling, Feature extraction, Remote sensing, Hyperspectral imaging, Convolutional neural networks, Convolution, Education and training, Measurement uncertainty

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Proceedings Article | 11 March 2022 Paper

Shear wave velocity prediction of complex volcanic reservoirs based on deep learning

Zitong Zhang, Shanwei Hu, Kai Zhang, Qiaoyu Ma, Yanan Jiang

Proceedings Volume 12160, 121602D (2022) https://doi.org/10.1117/12.2627666

KEYWORDS: Machine learning, Data modeling, Feature extraction, Convolution, Transformers, Earth sciences, Visual process modeling

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