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Optimized data fusion for K-means Laplacian clustering
Motivation: We propose a novel algorithm to combine multiple kernels and Laplacians for clustering analysis. The new algorithm is formulated on a Rayleigh quotient objective function and is solved as a bi-level alternating minimization procedure. Using the proposed algorithm, the coefficients of ker...
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| Main Authors: | , , , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Oxford University Press
2011
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3008636/ https://ncbi.nlm.nih.gov/pubmed/20980271 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btq569 |
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