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Machine learning

DualFusionNet: A fusion-based dual architecture for visual quality control on fabric surfaces

Christopher Mai, Luca Eisentraut, Felix Waigner, Pascal Penava, Ricardo Buettner

published 29 Apr 2026

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A GNN-based approach for accurate trade balance forecasting and interpretable analysis

Yifei Huang, Zhiyuan He, Cheng Ding

published 29 Apr 2026

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Two-dimensional ETTC–labeled longitudinal and lateral conflicts for interpretable real-time crash risk prediction in freeway interchange diverging areas

Feng Tang, Rui Wu, Zhizhen Liu, Shiyu Zhong

published 29 Apr 2026

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A two-stage deep learning framework for lead instrument recognition in polyphonic music featuring Chinese instruments

Jiaxiang Zheng, Moxi Cao, Chongbin Zhang

published 29 Apr 2026

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Image quality improvement of liver ultrasound using unsupervised deep learning

Jaeyoung Huh, Joo Hyeok Choi, Eun Sun Lee, Jong Chul Ye, Jeong Eun Lee, Hyun Jeong Park, Byung Ihn Choi

published 28 Apr 2026

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Safety-oriented and explainable machine learning for KSI crash risk prediction: Evidence from the United Kingdom

Khanh Giang Le

published 28 Apr 2026

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Evaluation and enhancement of suspected opioid overdose definitions in emergency medical services data using machine learning with natural language processing

Peter Rock, Svetla Slavova, Sharon L. Walsh, Julia Martin, Daniel R. Harris

published 28 Apr 2026

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Behavioral mechanisms and learning outcomes of University Students’ GAI-assisted learning in human-AI collaboration

Yixuan Zeng, Jing Kang, Chua Yan Piaw

published 28 Apr 2026

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Density-equalized RANDT scan matching with integrated outlier removal and point density uniformity

Anila Johnson, Umashankar Subramaniam, HyungSeok Kim, Divya Udayan J

published 28 Apr 2026

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Integrated spatial-temporal feature alignment with graph convolutional and gated recurrent networks for traffic flow prediction

Karimeh Ibrahim Ata, Mohd Khair Hassan, Syed Abdul Rahman Al-Haddad, Thamer. Alquthami, Ribhan Zafira Abdul Rahman, Sameer Alani, Md Azizul Hoque

published 28 Apr 2026

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Development of machine learning models for predicting early pregnancy outcomes based on β-hCG, progesterone, and estradiol

Luming Chen, Fangxiang Mu, Kexin Wang, Fang Wang

published 27 Apr 2026

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Enhanced graph attention network by integrating Long Short-Term Memory for artificial emotion representation in multi-modality datasets

Weiguang Dong, Mingxin Dong, Yucheng Zhao, Shen Pan

published 27 Apr 2026

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Machine learning identifies pupil size and corneal thickness as key predictors of axial elongation rate

Peng Zhou, Sitong Chen, Yingli Li, Yan Li

published 24 Apr 2026

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