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Evaluación de métodos de imputación para datos de expresión genética 

Díaz-Hernández, Sindy (2007)
The technology of microarrays introduced in the middle of the nineties allow the analysis of the gene expression levels of thousands of genes simultaneously. The identification of genes with an expression level very different ...

Unsupervised classification of text documents 

Aparicio-Carrasco, Roxana K. (2007)
The automatic extraction of knowledge from very large document collections is becoming an important issue in order to exploit the increasing available information stored in text form. A significant aspect of this extraction ...

Componentes principales supervisados para clasificación de datos de expresión genética 

Porras-Cerrón, Jaime C. (2005)
The gene expression data obtained through the technology of microarrays are characterized by its considerably greater amount of features in comparison to the number of observations. The direct use of traditional statistics ...

Regresión logística con penalidad ridge aplicada a datos de expresión genética 

Prieto-Castellanos, Karen A. (2005)
Logistic regression analysis is used in classification to find out which group an individual belong from a predictor variables set. In classification sometimes we work with data sets with more variables than observations. ...

Clasificadores por redes bayesianas 

López de Castilla-Vásquez, Carlos (2005)
A Bayesian network is a compact representation of joint probability function. Formally, a Bayesian network is an acyclic directed graph in which each node represents a random variable and the relationships of dependence ...
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AuthorAparicio-Carrasco, Roxana K. (1)Coaquira-Nina, Frida R. (1)Daza-Portocarrero, Luis A. (1)Díaz-Hernández, Sindy (1)Encarnación-Rivera, Trilce M. (1)González-Toledo, Marggie D. (1)Lozano-Inca, Elio (1)López de Castilla-Vásquez, Carlos (1)Muñiz-Rivera, Lus M. (1)Porras-Cerrón, Jaime C. (1)... View MoreAdvisor
Acuña-Fernández, Edgar (15)
KeywordsData mining (2)Microarrays (2)Binary classification (1)Calidad de datos (1)Clasificación noparamétrica (1)Clasificación supervisada (1)Classification problems (1)Cluster validation techniques (1)Cuadrados parciales (1)Datos de expresión genética (1)... View MoreSubject HeadingAlgorithms (1)Cluster analysis (1)Genomics -- Statistical methods (1)Human genome (1)Microarrays, DNA (1)Multiple comparisons (Statisitcs) (1)Multivariate analysis (1)Outliers (Satistics) (1)Statistical hypothesis testing -- Mathematical models (1)Support vector machines (1)TypeThesis (11)Dissertation (4)Date2004 (4)2007 (4)2005 (3)2006 (2)2009 (2)DepartmentDepartment of Mathematics (11)Department of Electrical and Computer Engineering (4)ProgramMathematical Statistics (8)Computing and Information Sciences and Engineering (4)Scientific Computing (3)CollectionTheses & Dissertations (15)

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