Cargando…
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...
| Autores principales: | , , , , , , |
|---|---|
| Formato: | Texto |
| Lenguaje: | English |
| Publicado: |
Oxford University Press
2011
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3008636/ https://www.ncbi.nlm.nih.gov/pubmed/20980271 http://dx.doi.org/10.1093/bioinformatics/btq569 |