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Research article

First published 2014-11

Deep auto-encoder based clustering

Chunfeng Song, Yongzhen Huang, Feng Liu [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2017-12

Rolling bearing fault severity identification using deep sparse auto-encoder network with noise added sample expansion

Renxiang Chen, Siyang Chen, Miao He [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Case report

First published 2023-2

Induction motors fault diagnosis using a stacked sparse auto-encoder deep neural network

Saeid Jorkesh, Azadeh Gholaminejad, Javad Poshtan

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

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Research article

First published 2021-1

Unsupervised deep learning approach using a deep auto-encoder with a one-class support vector machine to detect damage

Zilong Wang, Young-Jin Cha

Structural Health Monitoring

Open access

Research article

First published 2017-3

Mechanism of situation element acquisition based on deep auto-encoder network in wireless sensor networks

Jiang Zhu, Yue Ming, Yonghui Song [...]

International Journal of Distributed Sensor Networks

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Research article

First published 2019-5

Multi-view deep unsupervised transfer leaning via joint auto-encoder coupled with dictionary learning

Abdoullahi Diasse, Zhiyong Li

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-2

A novel fusion approach of deep convolution neural network with auto-encoder and its application in planetary gearbox fault diagnosis

Fafa Chen, Lili Liu, Baoping Tang [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2024-5

Unsupervised deep learning framework for ultrasonic-based distributed damage detection in concrete: integration of a deep auto-encoder and Isolation Forest for anomaly detection

Vahab Toufigh, Iman Ranjbar

Structural Health Monitoring

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Research article

First published 2019-9

Performance degradation assessment of slewing bearings based on deep auto-encoder and optimized particle filtering

Yubin Pan, Rongjing Hong, Jie Chen [...]

Journal of Vibration and Control

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Research article

First published 2019-7

Deep variational auto-encoders: A promising tool for dimensionality reduction and ball bearing elements fault diagnosis

Gabriel San Martin, Enrique López Droguett, Viviane Meruane [...]

Structural Health Monitoring

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