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Machine learning

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

Karimeh Ibrahim Ata, Mohd Khair Hassan, [ ... ], Md Azizul Hoque

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

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

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

Peng Zhou, Sitong Chen, Yingli Li, Yan Li

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

Naoto Ienaga, Kazuki Sekine

Resilient road safety modeling through spatially disaggregated explainable AI

Huashan Ye, Baowen Wu, [ ... ], Ruibing Kou

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

Steven Habbous, Peter C. Austin, [ ... ], Erik Hellsten

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

Yun Zhao, Dongyi He, [ ... ], Bin Jiang

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

Rewina Tilahun Gessese, Jenberu Mekurianew Kelkay, [ ... ], Eyob Akalewold Alemu

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

Marcus Araujo, Francisco Rodrigues, Elaine Sousa

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

Avinash Bansal, Jan Kubíček, Shalini Garg

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

Divya Kesavulu, Kannadasan R

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

Jun Qiao, Huabing Wang, [ ... ], Minghui Gong

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