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Articles (76)

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1-10 of 76 results for deep one-dimensional convolutional networks

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Select article: An enhanced deep intelligent model with feature fusion and ensemble learning for the fault diagnosis of rotating machinery

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Research article

First published 2026-3

An enhanced deep intelligent model with feature fusion and ensemble learning for the fault diagnosis of rotating machinery

Kejia Zhuang, Bin Deng, Huai Chen [...]

Structural Health Monitoring

Select article: Application of a new one-dimensional deep convolutional neural network for intelligent fault diagnosis of rolling bearings

Open access

Research article

First published 2020-7

Application of a new one-dimensional deep convolutional neural network for intelligent fault diagnosis of rolling bearings

Shenglong Xie, Guoying Ren, Junjiang Zhu

Science Progress

Select article: A deep learning algorithm based on 1D CNN-LSTM for automatic sleep staging

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Research article

First published 2022-3

A deep learning algorithm based on 1D CNN-LSTM for automatic sleep staging

Dechun Zhao, Renpin Jiang, Mingyang Feng [...]

Technology and Health Care

Select article: Deep meta-learning and variational autoencoder for coupling fault diagnosis of rolling bearing under variable working conditions

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Research article

First published 2022-9

Deep meta-learning and variational autoencoder for coupling fault diagnosis of rolling bearing under variable working conditions

Changchang Che, Huawei Wang, Ruiguan Lin [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

Select article: Deep Learning Models for Data-Driven Laser Induced Breakdown Spectroscopy (LIBS) Analysis of Interstitial Oxygen Impurities in Czochralski-Si Crystals

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Research article

First published 2022-6

Deep Learning Models for Data-Driven Laser Induced Breakdown Spectroscopy (LIBS) Analysis of Interstitial Oxygen Impurities in Czochralski-Si Crystals

Seyyed Ali Davari, Dibyendu Mukherjee

Applied Spectroscopy

Select article: A framework of data-driven wind pressure predictions on bluff bodies using a hybrid deep learning approach

Open access

Research article

First published 2023-1

A framework of data-driven wind pressure predictions on bluff bodies using a hybrid deep learning approach

Zengshun Chen, Likai Zhang, Hua Jianmin [...]

Measurement and Control

Select article: CNN-based severity prediction of neurodegenerative diseases using gait data

Open access

Research article

First published 2022

CNN-based severity prediction of neurodegenerative diseases using gait data

Çağatay Berke Erdaş, Emre Sümer, Seda Kibaroğlu

DIGITAL HEALTH

Select article: Fault diagnosis systems for rotating machines operating with fluid-film bearings

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Research article

First published 2022-10

Fault diagnosis systems for rotating machines operating with fluid-film bearings

Ivan Stebakov, Alexey Kornaev, Sergey Popov [...]

Proceedings of the Institution of Mechanical Engineers,Part J: Journal of Engineering Tribology

Select article: Effect of data preprocessing methods and hyperparameters on accuracy of ball bearing fault detection based on deep learning

Open access

Research article

First published 2022-2

Effect of data preprocessing methods and hyperparameters on accuracy of ball bearing fault detection based on deep learning

Dong Wook Kim, Eun Sung Lee, Woong Ki Jang [...]

Advances in Mechanical Engineering

Select article: Feasibility of Image Registration for Ultrasound-Guided Prostate Radiotherapy Based on Similarity Measurement by a Convolutional Neural Network

Open access

Research article

First published 2019

Feasibility of Image Registration for Ultrasound-Guided Prostate Radiotherapy Based on Similarity Measurement by a Convolutional Neural Network

Ning Zhu, Mohammad Najafi, Bin Han [...]

Technology in Cancer Research & Treatment

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