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Machine learning

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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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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Resilient road safety modeling through spatially disaggregated explainable AI

Huashan Ye, Baowen Wu, Dong Yuan, Xue Yang, Qiao Peng, Ruibing Kou

published 24 Apr 2026

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Using tree-based ensemble methods to produce a population-based mortality risk score in Ontario, Canada

Steven Habbous, Peter C. Austin, Shabnam Balamchi, Davood Astaraky, Roozbeh Yousefi, Munaza Chaudhry, Erik Hellsten

published 23 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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EconoGNN: A graph neural network framework for temporal economic resilience insights

Marcus Araujo, Francisco Rodrigues, Elaine Sousa

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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Urban road surface crack detection based on U-net and ResNeXt network

Jun Qiao, Huabing Wang, Zidong Zhou, Yunwei Meng, Minghui Gong

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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LHW-Net: An ensemble-based machine learning framework for brain tumor classification

Thireesha Suryadevara, Naveenkumar Mahamkali, Mudassir Rafi

published 21 Apr 2026

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