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Akademický článek

Traffic data imputation via knowledge graph-enhanced generative adversarial network

Autor: Yinghui Liu, Guojiang Shen, Nali Liu, Xiao Han, Zhenhui Xu, Junjie Zhou, Xiangjie Kong

Publikováno v: PeerJ Computer Science, Vol 10, p e2408 (2024)

Traffic data imputation is crucial for the reliability and efficiency of intelligent transportation systems (ITSs), forming the foundation for downstream tasks like traffic prediction and management. However, existing deep learning-based imputation m

Externí odkaz: https://doaj.org/article/1cc3456854b045f292ec2813bedd2fa4

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Akademický článek

A tooth surface design method combining semantic guidance, confidence, and structural coherence

Autor: Peng Wang, Yan Tian, Nali Liu, Jialei Wang, Shuangming Chai, Xun Wang, Ruili Wang

Publikováno v: IET Computer Vision, Vol 16, Iss 8, Pp 727-735 (2022)

Abstract Research on tooth surface design based on deep neural networks has recently achieved progress in terms of both accuracy and execution efficiency. However, unrealistic outputs are still a challenging issue, partially because of (1) the lack o

Externí odkaz: https://doaj.org/article/929c3164536140e18404d0515671b091

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Bidirectional spatial–temporal traffic data imputation via graph attention recurrent neural network

Autor: Guojiang Shen, Wenfeng Zhou, Wenyi Zhang, Nali Liu, Zhi Liu, Xiangjie Kong

Publikováno v: Neurocomputing. 531:151-162

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::fab13577c47dc13e65cf3f01539bceff
https://doi.org/10.1016/j.neucom.2023.02.017

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Traffic Flow Imputation Based on Multi-Perspective Spatiotemporal Generative Adversarial Networks

Autor: Guojiang Shen, Nali Liu, Yinghui Liu, Wenfeng Zhou, Xiangjie Kong

Publikováno v: Frontiers in Artificial Intelligence and Applications ISBN: 9781643683683

Traffic data occupies an important position in intelligent transportation systems (ITS). However, the collected traffic data is often incomplete. We propose a generative adversarial network (GAN) model based on multi-perspective spatiotemporal learni

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::9ca5d7d7e11f502554df7305109427a5
https://doi.org/10.3233/faia220519

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Effect of Silencing Information Regulator on Islet β Cells in High Glucose Environment Through Regulation of Phosphatidylinositol 3 Kinase (PI3K)/Protein Kinase B (AKT)/Nuclear Factor-κ-Gene Binding Pathway

Autor: Xin Wei, Nali Liu, Beijing Zhu

Publikováno v: Journal of Biomaterials and Tissue Engineering. 11:1624-1629

Islet β-cell regeneration is beneficial for treating diabetic patients. Silencing information regulator (SIRT1) has a regulatory role in endocrine diseases. However, SIRT1’s role in islet β cells remains unclear. MIN6 cells were cultured and assi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::84bf660654281afc0fff624f59021865
https://doi.org/10.1166/jbt.2021.2722

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Akademický článek

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