Mr. Xinyan Liu Profile

Xinyan Liu

at Chinese People's Public Security Univ

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Author

Publications (6)

Proceedings Article | 25 May 2023 Paper

Construction and application of credit card fraud crime prediction model based on SVM algorithm

Peng Yu, Xinyan Liu

Proceedings Volume 12636, 1263616 (2023) https://doi.org/10.1117/12.2675241

KEYWORDS: Matrices, Data modeling, Machine learning, Data processing, Statistical modeling, Modeling, Internet, Education and training, Algorithm development, Telecommunications

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Proceedings Article | 14 January 2023 Paper

Research on the measurement method of barefoot footprint similarity

Huaice Liu, Ning Ding, Shancheng Lin, Hongyu Lv, Xinyan Liu

Proceedings Volume 12510, 125100I (2023) https://doi.org/10.1117/12.2656775

KEYWORDS: Image segmentation, Image processing, MATLAB, Distance measurement, Feature extraction, Machine learning, Neural networks, Evolutionary algorithms, Image processing algorithms and systems, Edge detection

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Proceedings Article | 14 January 2023 Paper

Prediction of excavation-type heritage crimes based on random forests

Hongyu Lv, Ning Ding, Shancheng Lin, Huaice Liu, Xinyan Liu

Proceedings Volume 12510, 1251008 (2023) https://doi.org/10.1117/12.2656770

KEYWORDS: Data modeling, Machine learning, Cultural heritage, Performance modeling, Data mining, Scientific research, Mining, Error analysis, Behavioral sciences

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Proceedings Article | 4 May 2022 Paper

Risk prediction of Shill bidding fraud based on support vector machine

Shancheng Lin, Hongyu Lv, Xinyan Liu, Xiao Ruan, Ning Ding

Proceedings Volume 12172, 1217211 (2022) https://doi.org/10.1117/12.2634840

KEYWORDS: Data modeling, Performance modeling, Machine learning, Data processing, Statistical modeling, Neural networks, Binary data, Process modeling, Detection and tracking algorithms, Algorithm development

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Proceedings Article | 4 May 2022 Paper

E-commerce fraud risk prediction based on RUSBoost algorithm

Xinyan Liu, Shancheng Lin, Hongyu Lv, Xiao Ruan, Ning Ding

Proceedings Volume 12172, 121721A (2022) https://doi.org/10.1117/12.2634712

KEYWORDS: Data modeling, Statistical modeling, Performance modeling, Neural networks, Machine learning, Legal, Internet, Error analysis, Convolutional neural networks, Telecommunications

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Proceedings Article | 4 May 2022 Paper

Auto insurance fraud detection based on Logistic-SVM algorithm

Hongyu Lv, Xinyan Liu, Shancheng Lin, Xiao Ruan, Ning Ding

Proceedings Volume 12172, 121720Y (2022) https://doi.org/10.1117/12.2634651

KEYWORDS: Data modeling, Evolutionary algorithms, Performance modeling, Statistical modeling, Detection and tracking algorithms, Machine learning, Feature selection, Binary data, Neural networks, Integrated modeling

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Showing 5 of 6 publications

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