Hierarchical Multiple Kernel <i>K</i>-Means Algorithm Based on Sparse Connectivity

Hierarchical Multiple Kernel <i>K</i>-Means Algorithm Based on Sparse Connectivity

Multiple kernel learning(MKL) aims to find an optimal consistent kernel function.In the hierarchical multiple kernel clustering(HMKC) algorithm,the sample features are extracted layer by layer from high-dimensional space to maximize the retention of effective information,but the information interact...

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Bibliographic Details
Main Author: WANG Lei, DU Liang, ZHOU Peng
Format: Article
Language:zho
Published: Editorial office of Computer Science 2023-02-01
Series:Jisuanji kexue
Subjects:
multiple kernel learning|hierarchical multiple kernel clustering|sparse connectivity|fully connected|information distillation|local fusion
Online Access:https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2023-50-2-138.pdf

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https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2023-50-2-138.pdf

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