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Deep learning

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

Chenwei Xu, Shixian Lu, [ ... ], Jianxiong Wang

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

Jie Zhang

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

Maojin Sun, Luyi Sun

Enhanced sentiment analysis in tourism reviews via multimodal graph convolutional networks

Weijia Yang, Zilian Xue, [ ... ], Cunyuan Yang

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

Liu Wenbo

SSE forecasts based on market–sentiment dual anchoring

Lei Yang, Bo Gan, Xueyan Niu, Qing Liu

Enhancing network traffic detection via interpolation augmentation and contrastive learning

Lei Li, Qiang Zhou, Xinlong Yang, Linye Chen

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

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

Ubaid Ullah, Muhammad Haleem, Asad Ullah

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

Zekai Yan, Bowen Cai

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

Lingqi Mo, Jie Zhang, [ ... ], ShiouYih Lee

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

Ahmeed Suliman Farhan, Muhammad Khalid, Umar Manzoor

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

Tianyu Li, Xiaoshi Jin, [ ... ], Yangfan Rao

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