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Neural networks

A deep learning framework for remaining useful life prediction of turbofan engines with partial sensor failure

Dongdong Tang

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

Christopher Mai, Luca Eisentraut, [ ... ], Ricardo Buettner

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

Yifei Huang, Zhiyuan He, Cheng Ding

A hybrid CNN-Transformer network integrating multiscale spatially detailed features for medical image segmentation

Bo Li, Wei Zhou, Haijun Li

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

Jiaxiang Zheng, Moxi Cao, Chongbin Zhang

IGNN: An improved graph neufral network with integrated attention and pre-message-passing for few-shot image classification

Jianxiong Chen, Bingwei Fu, Lin Zou

Traffic flow prediction via dynamic hypergraph learning

SiWei Wei, Yang Yang, ChunZhi Wang

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

Deep feature optimization using fusion of multiple self-supervised learning approaches and filter-based feature selection for lung cancer histopathology classification

Nepolian Vailankanni, Bharanidharan Nagarajan

MedSpectralNet: A lightweight convolutional neural network architecture for multi-modal image classification

Nabilah Afrin, Masud An-Nur Islam Fahim, [ ... ], Aymen I. Zreikat

Hierarchical coordinated scheduling algorithm for reactive power and voltage in cross-regional power grids based on multi-agent reinforcement learning

Zhida Lin, Ximing Zhang, [ ... ], Yuanfeng Chen

Residual-aided CSI-free end-to-end learning for multiuser MIMO

Emmanuel Ampoma Affum, Osumanu Futa, Maxwell Afriyie Oppong, Daniel Owusu Biney

Neural network architectures and normalization techniques for automated sleep stage classification using rodent EEG and EMG signals

Jinyoung Choi, Hankil Oh, Minkyu Ahn

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