Prof. Xiuli Ma Profile

Prof. Xiuli Ma

at Shanghai Univ

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Author

Publications (3)

SPIE Journal Paper | 21 August 2023

Tabular-based self-supervised learning approach for encrypted traffic classification

Xuan Zheng, Xiuli Ma, Yanliang Jin, Dongsheng Gu, Rui Wang

JEI, Vol. 32, Issue 04, 043032, (August 2023) https://doi.org/10.1117/12.10.1117/1.JEI.32.4.043032

KEYWORDS: Machine learning, Education and training, Data modeling, Performance modeling, Classification systems, Image classification, Feature extraction, Principal component analysis, Matrices, Semantics

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Proceedings Article | 22 February 2023 Paper

A continual encrypted traffic classification algorithm based on WGAN

Xiuli Ma, Wenbin Zhu, Yanliang Jin, Yuan Gao

Proceedings Volume 12587, 125871V (2023) https://doi.org/10.1117/12.2667229

KEYWORDS: Education and training, Gallium nitride, Data modeling, Tunable filters, Distance measurement, Data storage, Visualization, Performance modeling, Network security, Machine learning

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Proceedings Article | 9 August 2018 Paper

Real-time people detection from a top-view ToF camera

Chang Liao, Xiuli Ma, Chao Wang

Proceedings Volume 10806, 108061S (2018) https://doi.org/10.1117/12.2503254

KEYWORDS: Head, Detection and tracking algorithms, Time of flight cameras, Digital filtering, Image processing, Hough transforms, Communication engineering, Video, Data conversion

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