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Modelo de clasificación y predicción en dos etapas: utilizando árboles de clasificación y el análisis de regresión multivariada 

Choque-Dextre, Yency E. (2015-06)
Currently there exists a great variety of methods and algorithms attempting to optimize the process of classification. However, these methods do not take into account the internal structure of the classification datasets. ...

Reducción de la dimensionalidad para optimizar la clasificación de datos funcionales 

Huanca-Ochoa, Shirley Y. (2015-05)
Nowdays throw due to the continuous advance of technology, statisticians have been facing the need to develop new methods to extract meaningful information quickly and efficiently in large data sets, such as functional ...

Análisis bayesiano de un modelo lineal mixto para medir el impacto del cambio climático en el rendimiento del frijol para el año 2030 a nivel mundial 

Palomino-Lescano, Velcy R. (2012-06)
Desde mitades del siglo XX se vienen observando fenómenos climáticos en nuestro planeta, como por ejemplo el aumento de la temperatura y el deshielo ártico, cambios en gran escala en las cantidades de precipitación y, ...

Análisis no paramético para la predicción de datos funcionales 

Vélez-Ramos, Davier De J. (2013-06)
Los datos de alta dimensión y funcionales están ganando importancia en problemas de predicción debido a los avances técnicos que permiten su captura y tratamiento. Este tipo de datos aparecen frecuentemente en la Medicina ...

Efecto de casos anómalos en máquinas de vectores de soporte 

Restrepo-Henao, Alba M. (2009-03)
Support Vector Machines (SVM) is a new technique of classification that has received much attention in recent years. In many applications, the SVM has shown better performance than machine learning methods, and it has been ...

Estimación de densidades multivariadas en flujo de datos usando mezclas adaptativas de componentes gaussianas 

Moyano-Niño, Héctor (2012-06)
In the current world of science and technology the data arrive continuously over time, this type of data is called data stream and is impractical to store all of the data. The data mining and traditional techniques of ...

Un algoritmo para clasificación no supervisada de datos funcionales 

Barreto-González, César A. (2011-12)
La estadística multivariada ofrece diversas herramientas que permiten realizar un análisis para ciertos conjuntos de datos. Sin embargo surge una rama de la estadística en la cual se dejan de observar conjuntos de datos ...

Análisis sobre métodos de pruebas de hipótesis múltiple en la identificación de genes diferencialmente expresados 

Muñiz-Rivera, Lus M. (2009-07)
The Human Genome Project is the most important reason for the surge of new technologies in the microarray area. These technologies facilitate the experimentation with a large number of genes simultaneously. These experiments ...

Comparación de algoritmos para clustering de "streams" de series de tiempo 

Aparicio-Carrasco, Ana M. (2012-05)
In recent years, technological advances have resulted in a huge increment in data production as in the evolution of methods that facilitated its collection. The data that arrive continuously and massively with infinite ...

Métodos para mejorar la calidad de un conjunto de datos para descubrir conocimiento 

Daza-Portocarrero, Luis A. (2007)
Today, data generation is growing exponentially in both directions; instances (rows) and features (columns). This causes that many datasets can not be analyzed without preprocessing. The large size of the dataset to be ...

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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 (25)
KeywordsData mining (2)Microarrays (2)Outlier detection (2)Supervised classification (2)Adaptive mixture (1)Algorithms (1)Bayesian analysis (1)Binary classification (1)Calidad de datos (1)Clasificación de datos funcionales (1)... View MoreSubject HeadingAlgorithms (4)Functional analysis (3)Multivariate analysis (3)Bayesian statistical decision theory (2)Cluster analysis (2)Data mining (2)Outliers (Statistics) (2)Variables (Mathematics) (2)Algorithms. (1)Association rule mining (1)... View MoreTypeThesis (19)Dissertation (6)Date2020 - 2021 (1)2010 - 2019 (9)2004 - 2009 (15)DepartmentDepartment of Mathematics (19)Department of Electrical and Computer Engineering (6)ProgramMathematical Statistics (15)Computing and Information Sciences and Engineering (6)Scientific Computing (3)Computer Science (1)CollectionTheses & Dissertations (25)

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