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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
ESANN 2013 proceedings, 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning(1)
An improved multi-class spectral clustering based on normalized cuts
Conference ObjectAbstract: In this work, we present an improved multi-class spectral clustering (MCSC) that represents an alterPalabras claves:Autores:Acosta-Medina C.D., Castellanos-Dominguez G., Diego Hernán Peluffo-OrdóñezFuentes:scopusNormalized cuts clustering with prior knowledge and a pre-clustering stage
Conference ObjectAbstract: Clustering is of interest in cases when data are not labeled enough and a prior training stage is unPalabras claves:Autores:A. E. Castro-Ospina, Acosta-Medina C.D., Castellanos-Dominguez G., Chavez-Chamorro D., Diego Hernán Peluffo-OrdóñezFuentes:scopusQuadratic problem formulation with linear constraints for normalized cut clustering
Conference ObjectAbstract: This work describes a novel quadratic formulation for solving the normalized cuts-based clustering pPalabras claves:Autores:Acosta-Medina C.D., Castellanos-Dominguez G., Castro-Hoyos C., Diego Hernán Peluffo-OrdóñezFuentes:scopus