Statistical Properties of Kendall's Tau Under Contaminated Gaussian Model With Applications in Random Signal Detection

Lai, Huadong; Xu, Weichao

doi:10.1109/lsp.2020.2987265

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Compare the Correlation Between The New Model And Other Methods1

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Cited by 9 publications

(1 citation statement)

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“…Compare the correlation with SI model. Before the experiment, Kendall's tau 28 is introduced. Kendall's tau is used to measure the consistency of two equal-length sequences.…”

Section: Compare the Correlation Between The New Model And Other Methodsmentioning

confidence: 99%

A new model to identify node importance in complex networks based on DEMATEL method

Fan

Han

et al. 2021

Sci Rep

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It is still a hot research topic to identify node importance in complex networks. Recently many methods have been proposed to deal with this problem. However, most of the methods only focus on local or path information, they do not combine local and global information well. In this paper, a new model to identify node importance based on Decision-making Trial and Evaluation Laboratory (DEMATEL) is presented. DEMATEL method is based on graph theory which takes the global information into full consideration so that it can effectively identify the importance of one element in the whole complex system. Some experiments based on susceptible-infected (SI) model are used to compare the new model with other methods. The applications in three different networks illustrate the effectiveness of the new model.

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“…Compare the correlation with SI model. Before the experiment, Kendall's tau 28 is introduced. Kendall's tau is used to measure the consistency of two equal-length sequences.…”

Section: Compare the Correlation Between The New Model And Other Methodsmentioning

confidence: 99%

A new model to identify node importance in complex networks based on DEMATEL method

Fan

Han

et al. 2021

Sci Rep

View full text Add to dashboard Cite

show abstract

Adaptive Hierarchical Clustering Based Student Group Exercise Recommendation via Multi-objective Evolutionary Method

Wang,

Sun,

Cao

et al. 2024

Communications in Computer and Information Science

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Spectrum sensing for cognitive radio based on Kendall's tau in the presence of non-Gaussian impulsive noise

Lai

Dai

et al. 2022

Digital Signal Processing

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Statistical Properties of Kendall's Tau Under Contaminated Gaussian Model With Applications in Random Signal Detection

Cited by 9 publications

References 22 publications

A new model to identify node importance in complex networks based on DEMATEL method

A new model to identify node importance in complex networks based on DEMATEL method

Adaptive Hierarchical Clustering Based Student Group Exercise Recommendation via Multi-objective Evolutionary Method

Spectrum sensing for cognitive radio based on Kendall's tau in the presence of non-Gaussian impulsive noise

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