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Deep learning

Crop classification with UAV multispectral remote sensing, employing an enhanced ResNet50 residual network

Chenwei Xu, Shixian Lu, Xiang Feng, Xuelin Zhang, Jianxiong Wang

published 30 Dec 2025

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Robustness of CNN-augmented sequential models for Li-ion battery RUL prediction under data scarcity

Jie Zhang

published 30 Dec 2025

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A histogram transformer approach using attention-based 3D residual network for human action recognition

Maojin Sun, Luyi Sun

published 29 Dec 2025

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Enhanced sentiment analysis in tourism reviews via multimodal graph convolutional networks

Weijia Yang, Zilian Xue, Guitao Fu, Guodong Chen, Cunyuan Yang

published 29 Dec 2025

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An integrated framework for multi-feature fusion and intelligent recognition of design elements: Challenges and solutions

Liu Wenbo

published 26 Dec 2025

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SSE forecasts based on market–sentiment dual anchoring

Lei Yang, Bo Gan, Xueyan Niu, Qing Liu

published 26 Dec 2025

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Enhancing network traffic detection via interpolation augmentation and contrastive learning

Lei Li, Qiang Zhou, Xinlong Yang, Linye Chen

published 22 Dec 2025

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Ratio maps of T1w/T2w MRI signal intensity do not improve deep-learning segmentation of pediatric brain tumors

Daniel Griffiths-King, Timothy Mulvany, Heather Rose, Jan Novak

published 22 Dec 2025

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OntoSecAI: Ontology-driven security automation for AI-enabled systems

Ubaid Ullah, Muhammad Haleem, Asad Ullah

published 18 Dec 2025

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STAC-Net: A hierarchical framework for modeling and predicting urban traffic flow with uncertainty quantification

Zekai Yan, Bowen Cai

published 17 Dec 2025

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PERMA-guided multi-topology graph neural networks for cross-cultural student well-being prediction

Lingqi Mo, Jie Zhang, Zixiao Jiang, Shuanglei Wang, ShiouYih Lee

published 16 Dec 2025

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PRCnet: An efficient model for automatic detection of brain tumor in MRI images

Ahmeed Suliman Farhan, Muhammad Khalid, Umar Manzoor

published 15 Dec 2025

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R²GDN: RepGhost based residual dense network for image super-resolution

Tianyu Li, Xiaoshi Jin, Qiang Liu, Xi Liu, Zehang Yuan, Tianyang Liang, Jia Lou, Yangfan Rao

published 12 Dec 2025

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