An efficient annealing-assisted differential evolution for multi-parameter adaptive latent factor analysis

An efficient annealing-assisted differential evolution for multi-parameter adaptive latent factor analysis

A high-dimensional and incomplete (HDI) matrix is a typical representation of big data. However, advanced HDI data analysis models tend to have many extra parameters. Manual tuning of these parameters, generally adopting the empirical knowledge, unavoidably leads to additional overhead. Although var...

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書目詳細資料
Main Authors:	LI, Qing, PANG, Guansong, SHANG, Mingsheng
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2022
主題:	Big data analysis Latent factor analysis Simulated annealing Differential evolution algorithm Multi-parameter adaptive Numerical Analysis and Scientific Computing Theory and Algorithms
在線閱讀:	https://ink.library.smu.edu.sg/sis_research/7212 https://ink.library.smu.edu.sg/context/sis_research/article/8215/viewcontent/s40537_022_00638_8_pvoa_cc_by.pdf
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機構:	Singapore Management University
語言:	English

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