Prof. Xiaoling Xia Profile

Prof. Xiaoling Xia

at Donghua Univ.

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Author

Publications (5)

Proceedings Article | 26 June 2023 Paper

Telecom package recommendation model based on convolutional neural network

Xiaoling Xia, Guanghui Zhao

Proceedings Volume 12721, 127210B (2023) https://doi.org/10.1117/12.2683672

KEYWORDS: Frequency modulation, Fermium, Convolutional neural networks, Matrices, Data modeling, Ablation, Lawrencium, Eigenvectors, Telecommunication networks

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Proceedings Article | 26 June 2023 Paper

Click-through rate prediction based on feature importance and feature interaction

Xiaoling Xia, Ruijia Tong

Proceedings Volume 12721, 127210D (2023) https://doi.org/10.1117/12.2683411

KEYWORDS: Data modeling, Performance modeling, Matrices, Frequency modulation, Fermium, Telecommunication networks, Neural networks, Feature extraction, Feature selection, Algorithm development

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Proceedings Article | 22 February 2023 Paper

Click-through rate prediction based on behavioral sequences

Shoujian Yu, Xiaoxiao Huang, Xiaoling Xia

Proceedings Volume 12587, 1258711 (2023) https://doi.org/10.1117/12.2667249

KEYWORDS: Data modeling, Deep learning, Ablation, Neural networks, Technology

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Proceedings Article | 10 November 2022 Paper

Automatic learning explicit and implicit feature interactions for click-through rate prediction

Xiaoling Xia, Hao Chen, Yuguang Zhu

Proceedings Volume 12331, 123314D (2022) https://doi.org/10.1117/12.2653077

KEYWORDS: Neural networks, Data modeling

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Proceedings Article | 4 April 2022 Presentation + Paper

3D ultrasound computed tomography system calibration using a neural network

Hongjian Wang, Ning Shen, Xiaoxu Lei, Hartmut Gemmeke, Michael Zapf, Shoujian Yu, Xiaoling Xia

Proceedings Volume 12038, 120380B (2022) https://doi.org/10.1117/12.2607563

KEYWORDS: Calibration, Transducers, Neural networks, Ultrasonography, Computing systems, Computed tomography, 3D image processing, Receivers, Iterative methods, 3D metrology

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