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Research article

First published 2025-4

An efficient variance-based global sensitivity analysis method based on multiplicative dimensional reduction method and Taylor series expansion

Wang Xiaoyi, Chang Xinyue, Meng Pengfei [...]

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

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Research article

First published 2025-10

MDRM model and its application in hybrid reliability analysis

Wenxuan Wang, Tao Wang

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

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Research article

First published 2014-12

Dimensionality reduction-based dynamic reconstruction algorithm for electrical capacitance tomography

J Lei, WY Liu, S Liu

Transactions of the Institute of Measurement and Control

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Research article

First published 2021-2

Hybrid multiplicative dimension reduction method for uncertainty analysis of engineering structures

Haihe Li, Pan Wang, Qi Chang [...]

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

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Research article

First published 2010-9

Dimensionality Reduction on Multi-Dimensional Transfer Functions for Multi-Channel Volume Data Sets

Han Suk Kim, Jürgen P. Schulze, Angela C. Cone [...]

Information Visualization

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Research article

First published 2020-11

Mahalanobis distance–based kernel supervised machine learning in spectral dimensionality reduction for hyperspectral imaging remote sensing

Jing Liu, Yulong Qiao

International Journal of Distributed Sensor Networks

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Research article

First published 2026-2

Fault diagnosis of belt conveyors using audio data based on LLE with adaptive neighborhood and neighbor optimization under multi-information fusion

Zhiyuan Li, Hongwei Wang, Wei Liang [...]

Journal of Vibration and Control

Open access

Research article

First published 2019-1

Semi-supervised hash learning method with consistency-based dimensionality reduction

Fang Lv, Yuliang Wei, Xixian Han [...]

Advances in Mechanical Engineering

Open access

Research article

First published 2015-10

Study on the application of dimensionality reduction method on reliability and reliability sensitivity analysis of random vibration systems

Haochuan Li, Zhili Sun, Ming Yan [...]

Advances in Mechanical Engineering

Open access

Research article

First published 2019

Dimension reduction of high-dimensional dataset with missing values

Ran Zhang, Bin Ye, Peng Liu

Journal of Algorithms & Computational Technology

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