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Research article

First published 2019-9

An improved Fisher discriminant analysis algorithm based on Procrustes analysis for adaptive fault recognition

Aimin Miao, Fei Tao, Peng Li [...]

Measurement and Control

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Research article

First published 2016-6

Identification of bearing faults using linear discriminate analysis and continuous hidden Markov model

Tao Liu, Jin Chen, Guangming Dong

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

Open access

Research article

First published 2016-12

Improved feature extraction using structured Fisher discrimination sparse coding scheme for machinery fault diagnosis

Shuangyuan Wang, Yixiang Huang, Liang Gong [...]

Advances in Mechanical Engineering

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Research article

First published 2026

Multimodal fault diagnosis via enhancement of background-dominated low-discriminative features and causal residual fusion

Guangsheng Zhou, Shaohu Ding, Xinyu Wang [...]

Structural Health Monitoring

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Research article

First published 2026

Cross domain fault diagnosis method based on discriminative geometric distribution alignment

Aisong Qin, Jie Zhou, Longqiu Shao [...]

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

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Research article

First published 2012-6

A new converter fault discrimination method for a 12-pulse high-voltage direct current system based on wavelet transform and Hidden Markov Models

Mohamad Tahan, Hassan Monsef, Shahrokh Farhangi

SIMULATION

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Research article

First published 2021-12

Optimal multi-kernel local fisher discriminant analysis for feature dimensionality reduction and fault diagnosis

Qing Zhang, Heng Li, Xiaolong Zhang [...]

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

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Research article

First published 2026

“Fault diagnosis in air compressor system using advanced signal processing (LMD and EMD) and discriminant analysis-based (LDA and QDA) machine learning techniques”

Atul Dhakar, Bhagat Singh, Pankaj Gupta

Noise & Vibration Worldwide

Open access

Research article

First published 2020-1

A novel feature selection method to boost variable predictive model–based class discrimination performance and its application to intelligent multi-fault diagnosis

Songrong Luo, Wenxian Yang, Hongbin Tang

Measurement and Control

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Research article

First published 2016-3

A fault diagnosis approach for roller bearing based on improved intrinsic timescale decomposition de-noising and kriging-variable predictive model-based class discriminate

Yu Yang, Haiyang Pan, Li Ma [...]

Journal of Vibration and Control

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