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Deep learning

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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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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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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Comparison of deep learning-based three-dimensional human pose estimation methods with motion capture for gesture research

Naoto Ienaga, Kazuki Sekine

published 24 Apr 2026

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RMETNet: A cross-subject motor imagery EEG signal classification model based on TSLANet and riemannian geometry features

Yun Zhao, Dongyi He, Fudai Ren, Qingling Xia, Linhao Xu, Guanghui Xie, Xiaoling Zhang, Renqiang Yang, Shuaidong Zou, Bin Jiang

published 22 Apr 2026

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Forecasting under-five stunting in Ethiopia using classical and machine learning time series models

Rewina Tilahun Gessese, Jenberu Mekurianew Kelkay, Fetlework Gubena Arage, Tigist Kifle Tsegaw, Zinabu Bekele Tadese, Meron Asmamaw Alemayehu, Eliyas Addisu Taye, Eyob Akalewold Alemu

published 22 Apr 2026

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Controlled comparative study of YOLOv8-Pose, YOLOv11-Pose, and Detectron2 for vertebrae detection and keypoint estimation

Avinash Bansal, Jan Kubíček, Shalini Garg

published 21 Apr 2026

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A hybrid CNN-XLSTM-GRU deep learning model with autoencoder-based feature selection for hypothyroidism diagnosis

Divya Kesavulu, Kannadasan R

published 21 Apr 2026

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Dual-temporal inflow–outflow dependency modeling for short-term metro outflow prediction

Wangxin Hu, Zhongxiang Huang, Jianrong Cai, Xiufang Zhao

published 21 Apr 2026

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Toward leveraging intrinsic point cloud features in 3D adversarial attacks

Hanieh Naderi, Chinthaka Dinesh, Ivan V. Bajić, Shohreh Kasaei

published 21 Apr 2026

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A cross-dataset harmonized intrusion detection framework with statistically validated multi-model learning

Shailendra Mishra, Naif S. Alshammari, Hashim Hussain, Ruba Ahmed Alfahidah

published 20 Apr 2026

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An explainable multi-head attention network for healthcare IoT threat detection based on the MedDefender-MHAN framework

Ali Alqazzaz

published 17 Apr 2026

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