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Deep learning

An intrinsic dynamics capture network for long-term airspace traffic prediction

Bo Liu, Weizhen Tang, Zhousheng Huang

Benchmarking machine learning for bowel sound pattern classification – From tabular features to pretrained models

Zahra Mansour, Verena Nicole Uslar, [ ... ], Nils Strodthoff

Enhancing trust in news media: A multimodality approach to detecting fake news with social constructs

Ishfaq Ali, Muhammad Asif, [ ... ], Hanan Aljuaid

Deep learning for deep learning performance: How much data is needed for segmentation in biomedical imaging?

Junhyeok Lee, Hyungjin Chung, [ ... ], Kyu Sung Choi

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

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