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  1. Article

    Open Access

    A new unsupervised pseudo-siamese network with two filling strategies for image denoising and quality enhancement

    Digital image noise may be introduced during acquisition, transmission, or processing and affects readability and image processing effectiveness. The accuracy of established image processing techniques, such a...

    Chenxi Huang, Dan Hong, Chenhui Yang, Chunting Cai… in Neural Computing and Applications (2023)

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  2. No Access

    Article

    A feature weighted support vector machine and artificial neural network algorithm for academic course performance prediction

    Academic performance, a globally understood metric, is utilized worldwide across disparate teaching and learning environments and is regarded as a quantifiable indicator of learning gain. The ability to reliab...

    Chenxi Huang, Junsheng Zhou, **ling Chen, Jane Yang… in Neural Computing and Applications (2023)

  3. No Access

    Chapter and Conference Paper

    Research on Diabetic Retinal Fundus Screening Model Based on Conditional Generative Adversarial Nets

    Retinal fundus screening is of great significance to the diagnosis of diabetes. However, the existing methods have various problems in retinal blood vessel segmentation and exudate detection, such as insuffici...

    Chenxi Huang, ** Qi, Song Xu, Lei Wang in Advances in Artificial Intelligence and Security (2022)

  4. No Access

    Chapter and Conference Paper

    Community Detection Model Based on Graph Representation and Self-supervised Learning

    Community detection is an important issue of social network analysis, which is used to find the potential connections between individuals. At present, the mainstream community detection methods consider using ...

    Feng Qiao, Chenxi Huang, Song Xu, ** Qi in Artificial Intelligence and Security (2021)