Autoencoder-Enhanced Convolutional Neural Networks for Plantar Pressure-Based Gait Pattern Recognition: Model Development and Cross-Validated Evaluation Study. [PDF]
JMIR Form ResChang CC +6 more
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ALGI: Sparse Convolutional Denoising Autoencoder Utilizing Local Genomic Information for Genotype Imputation. [PDF]
Animals (Basel)Tan T +6 more
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A modular deep learning architecture for interpretable disease prediction across tabular clinical and biometric datasets. [PDF]
PLoS OneRathod VU +6 more
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Quantifying Components in a Model Vaccine with Machine-Learning-Augmented Raman Spectroscopy. [PDF]
Anal ChemHahn J +7 more
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Generative Autoencoders Coupled to Monte Carlo Simulation Allow Efficient Protein Conformation Sampling. [PDF]
J Chem Theory ComputBeránek J, Tedeschi G, Spiwok V.
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Green AI architectures: Navigating the security-sustainability paradox in critical infrastructure protection. [PDF]
Environ Sci EcotechnolLee J +3 more
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Wavelet-enhanced autoencoder based image denoising with CNN fusion. [PDF]
Sci RepCetin Tas I.
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A Multi-Gradient-Descent-Integrated Physics-Informed Autoencoder for Sensor Fault Detection in Data Center Chillers. [PDF]
Sensors (Basel)Shen X, Li P, Xu C, Xu C.
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Autoencoder-assisted Feature Ensemble Net for Incipient Faults
Deep learning has shown the great power in the field of fault detection. However, for incipient faults with tiny amplitude, the detection performance of the current deep learning networks (DLNs) is not satisfactory.
Gao, Mingxuan, Chen, Maoyin, Wang, Min
core
Autoencoder-Enhanced Hierarchical Mondrian Anonymization via Latent Representations. [PDF]
Entropy (Basel)Hu J, Hu T, Xu Z, Shen J, Zheng M.
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