Optimization and matrix constructions for classification of data
Data(s) |
01/01/2011
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Resumo |
Max-plus algebras and more general semirings have many useful applications and have been actively investigated. On the other hand, structural matrix rings are also well known and have been considered by many authors. The main theorem of this article completely describes all optimal ideals in the more general structural matrix semirings. Originally, our investigation of these ideals was motivated by applications in data mining for the design of centroid-based classification systems, as well as for the design of multiple classification systems combining several individual classifiers. |
Identificador | |
Idioma(s) |
eng |
Publicador |
University of Auckland, Department of Mathematics |
Relação |
http://dro.deakin.edu.au/eserv/DU:30044110/abawajy-optimizationand-2011.pdf http://nzjm.math.auckland.ac.nz/index.php/Optimization_and_Matrix_Constructions_for_Classification_of_Data |
Direitos |
2011, University of Auckland, Department of Mathematics |
Palavras-Chave | #matrix constructions #ideals #semirings #optimization system |
Tipo |
Journal Article |