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Deep learning

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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Precise energy modeling and green retrofitting optimization of existing buildings based on BIM and deep learning approaches

Xiyang Ge, Sharifah Akmam Syed Zakaria, Chenyu Wang, Meng Zhu

published 12 Dec 2025

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Data-driven prediction of future purchase behavior in cross-border e-commerce using sequence modeling with PSO-tuned LSTM

Yang Yang

published 10 Dec 2025

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RETRACTED: Can artificial intelligence and face recognition using deep learning detect emotions in children with autism?

İbrahim Güngör, Abdullah Sarman, Suat Tuncay

published 09 Dec 2025

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Building extraction from remote sensing imagery using SegFormer with post-processing optimization

Deliang Li, Tao Liu, Haokun Wang, Long Yan

published 08 Dec 2025

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Forecasting China’s shipping indices based on modal decomposition and optimized deep learning integrated model

Yuye Zou, Yingyu Liu, Guangnian Xiao

published 08 Dec 2025

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Flight delay prediction: Evaluating machine learning algorithms for enhanced accuracy

Sarah Ahmed A. AlBassam, Dhafir N. AlShahrani

published 08 Dec 2025

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