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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Bibliographic Details
Main Authors: LI, Qing, PANG, Guansong, SHANG, Mingsheng
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2022
Subjects:
Big data analysis
Latent factor analysis
Simulated annealing
Differential evolution algorithm
Multi-parameter adaptive
Numerical Analysis and Scientific Computing
Theory and Algorithms
Online Access: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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Institution: Singapore Management University
Language: English

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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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