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Research article

First published 2020-7

Lower limb motor function assessment based on TensorFlow convolutional neural network and kernel entropy component analysis–local tangent space alignment

Yan Zhang, SiNing Li, Ying Zhou [...]

Advances in Mechanical Engineering

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Research article

First published 2019-11

Small-amplitude hunting diagnosis method for high-speed trains based on the bogie frame’s lateral–longitudinal–vertical data fusion,independent mode function reconstruction and linear local tangent space alignment

Yunguang Ye, Jing Ning

Proceedings of the Institution of Mechanical Engineers,Part F: Journal of Rail and Rapid Transit

Open access

Research article

First published 2020-12

Rolling bearing fault diagnosis based on adaptive smooth ITD and MF-DFA method

Zhe Yuan, Tingting Peng, Dong An [...]

Journal of Low Frequency Noise,Vibration and Active Control

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Research article

First published 2023-1

Feature extraction and fault detection scheme via improved locality preserving projection and SVDD

Muhammad Zohaib Hassan Shah, Zahoor Ahmed, Lisheng Hu

Transactions of the Institute of Measurement and Control

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Research article

First published 2018-6-22

Fault diagnosis method based on a new manifold learning framework

Zuqiang Su, Haitao Xu, Jiufei Luo [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2019-06-11

HSIC regularized manifold learning

Xinghua Zheng, Zhengming Ma, Hanjian Che [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2018-6-22

Fault diagnosis based on orthogonal semi-supervised LLTSA for feature extraction and Transductive SVM for fault identification

Jiufei Luo, Haitao Xu, Zuqiang Su [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2024-7

An improved transfer learning approach based on geodesic flow kernel for multiphase batch process soft sensor modeling

Jikun Zhu, Weili Xiong

Transactions of the Institute of Measurement and Control

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