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Deep learning

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

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

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

Naoto Ienaga, Kazuki Sekine

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

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

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

Wangxin Hu, Zhongxiang Huang, Jianrong Cai, Xiufang Zhao

Toward leveraging intrinsic point cloud features in 3D adversarial attacks

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

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

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

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

Ali Alqazzaz

Classification of mushrooms based on AWPF-ResNet18

Xinhai Zhao, Hanchen Lin, Yongmin Guo, Ning Sun

LungNet: Leveraging state-space models with SE-enhanced skip connections for precise CT-based lung lesion segmentation

Fei Mi, Yuan Xu, Shuanghong Mi

Mukara: A deep learning alternative to the four-step travel demand model with a case study on interurban highway traffic prediction in the UK

Yue Li, Shujuan Chen, Ying Jin

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