0000000000328135

AUTHOR

Vicente García

showing 2 related works from this author

Hecho. Don Melchor Garcia de Lassa, casa 3. del Arbol que acompaña al Memorial ajustado, en su ultimo testamento que otorgò ... fundo un Mayorazgo …

1746

Sig. [A]-Hh2 La port. orlada arrancada, com a tít. el començament del text. - Signat al final "El Dr. Vicente Garcia" Text amb postil·les marginals. - Reclams. - Capital grav

Judicis Herències i successions Comunitat valenciana S.XVIII Obres anteriors a 1800Judicis Herències i successions Comunitat valenciana S.XVIII Obres anteriors al 1800DIG-BH
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One-Sided Prototype Selection on Class Imbalanced Dissimilarity Matrices

2012

In the dissimilarity representation paradigm, several prototype selection methods have been used to cope with the topic of how to select a small representation set for generating a low-dimensional dissimilarity space. In addition, these methods have also been used to reduce the size of the dissimilarity matrix. However, these approaches assume a relatively balanced class distribution, which is grossly violated in many real-life problems. Often, the ratios of prior probabilities between classes are extremely skewed. In this paper, we study the use of renowned prototype selection methods adapted to the case of learning from an imbalanced dissimilarity matrix. More specifically, we propose the…

Class (computer programming)business.industryPattern recognitionPattern RecognitionMachine learningcomputer.software_genreSet (abstract data type)Matrix (mathematics)Distribution (mathematics)DissimilarityOne sidedPattern recognition (psychology)Artificial intelligenceRepresentation (mathematics)businesscomputerSelection (genetic algorithm)Mathematics
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