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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 ...

Temporal outlier detection using dynamic Bayesian networks and probabilistic association rules 

Quispe Vargas, Walter (2019-12-10)
Temporal datasets provide records of the evolution and dependencies of random variables over time. Recently, there has been an increase in the application of temporal datasets in areas such as intrusion detection, fraud ...
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AuthorAparicio-Carrasco, Roxana K. (2)Aparicio-Carrasco, Ana M. (1)Barreto-González, César A. (1)Choque-Dextre, Yency E. (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)Huanca-Ochoa, Shirley Y. (1)... View MoreAdvisor
Acuña-Fernández, Edgar (24)
KeywordsData mining (2)Microarrays (2)Adaptive mixture (1)Algorithms (1)Bayesian analysis (1)Binary classification (1)Calidad de datos (1)Clasificación de datos funcionales (1)Clasificación noparamétrica (1)Clasificación supervisada (1)... View MoreSubject HeadingAlgorithms (4)Multivariate analysis (3)Bayesian statistical decision theory (2)Data mining (2)Functional analysis (2)Variables (Mathematics) (2)Algorithms. (1)Association rule mining (1)Climatic changes -- Mathematical models (1)Cluster analysis (1)... View MoreTypeThesis (18)Dissertation (6)Date2010 - 2019 (9)2004 - 2009 (15)DepartmentDepartment of Mathematics (18)Department of Electrical and Computer Engineering (6)ProgramMathematical Statistics (14)Computing and Information Sciences and Engineering (6)Scientific Computing (3)Computer Science (1)Collection
Theses & Dissertations (24)

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