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Research article

First published 2023-12-02

Patch SVDD(support vector data description)-based channel attention embedding and improvement of classifier

Zan Xu, TongWei Lu

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

Open access

Research article

First published 2015

Classification of Metagenomics Data at Lower Taxonomic Level Using a Robust Supervised Classifier

Tao Hou, Fu Liu, Yun Liu [...]

Evolutionary Bioinformatics

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Research article

First published 2020-7

A pruned support vector data description-based outlier detection method: Applied to robust process monitoring

Ping Yuan, Zhizhong Mao, Biao Wang

Transactions of the Institute of Measurement and Control

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Research article

First published 2020-9

Helicopter main reduction planetary gear fault diagnosis method based on SVDD

Yubin Xia, Dakai Liang, Guo Zheng [...]

International Journal of Applied Electromagnetics and Mechanics

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Research article

First published 2009-11

A hybrid model for bearing performance degradation assessment based on support vector data description and fuzzy c-means

Y N Pan, J Chen, G M Dong

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

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Research article

First published 2024-4

Thruster fault identification using improved peak region energy and multiple model least square support vector data description for autonomous underwater vehicle

Baoji Yin, Mingjun Zhang, Jiahui Zhou [...]

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

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Research article

First published 2014-10

Performance degradation assessment of rolling bearing based on bispectrum and support vector data description

Hongchao Wang, Jin Chen

Journal of Vibration and Control

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Research article

First published 2025-8

A quality spectra-based SVDD method for multi-dimensional quality fluctuation evaluation in complex industrial process

Sheng Hu, Gang Zhang, Zhe Li

Proceedings of the Institution of Mechanical Engineers,Part E: Journal of Process Mechanical Engineering

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Research article

First published 2018-1

Fault diagnosis of rolling element bearing compound faults based on sparse no-negative matrix factorization-support vector data description

Hongchao Wang

Journal of Vibration and Control

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Research article

First published 2025-1

Unsupervised deep learning approach for structural anomaly detection using probabilistic features

Hua-Ping Wan, Yi-Kai Zhu, Yaozhi Luo [...]

Structural Health Monitoring

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