Especialización en Estadística Aplicada
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Predicción de la Deforestación en Caldas, Colombia: Un Enfoque Sociodemográfico mediante el Uso de Modelos Machine Learning
In the context of growing concerns about deforestation and its environmental and social impacts, this research focuses on understanding the relationships between sociodemographic characteristics and deforestation in the ... -
Priorización de casos de hospitalización de dengue a partir de variables geográficas y de entorno usando machine learning
Dengue is a viral disease of significant public health concern in Colombia due to its impact on numerous regions and its association with social, demographic, and environmental factors. In the year 2023, there has been an ... -
Análisis Estadístico del homicidio en Colombia: Una vista enfocada a los perfiles sociodemográficos, educativos y económicos
This research focuses on the analysis of statistical data on homicides in Colombia between the years 2016 and 2020. Purpose. The main objective is to examine the sociodemographic, educational and economic profiles of the ... -
Pronóstico de calificación de la asignatura “Morfofisiología 1” de la Facultad de Salud de una Universidad de Bogotá utilizando un modelo SARIMA.
In this article, a statistical model is used to predict grades for a health school subject, pretending to be an initial input to improve the academic and educational process of its teaching. Purpose. Determine the best ... -
Análisis estadístico de pruebas educativas en física: identificación de patrones y recomendaciones
The research consisted of carrying out the evaluation of the educational tests of four Physics subjects of the Los Libertadores University Foundation for the years 2019-2020. For this, statistical tools for grouping and ... -
Análisis estadístico de pruebas educativas en física: identificación de patrones y recomendaciones
The investigation consisted of carrying out the evaluation of the educational tests of four Physics subjects of the Los Libertadores University Foundation for the years 2019-2020. For that, statistical tools of grouping ... -
¿Qué actividades pedagógicas fomentan más el autoconcepto creativo del estudiante en el aula? Una mirada desde el diseño completamente aleatorio (DCA)
Purpose: This study aims to determine which pedagogical activities most foster creative self-concept in university students. In the literature, research on education and creativity revolves around the originality of learning ... -
Modelo de regresión para predecir el puntaje esperado en la Saber 11 para los estudiantes del colegio Cajasai
Currently, students who aspire to be professionals have their hopes in the results they can obtain in the Saber 11 tests, because through these it is possible to aspire to obtain a scholarship, a condemnable credit or ... -
Predicción del diámetro ponderado medio de las partículas del suelo en la vereda bajo tablazo del municipio de Manizales - Colombia
Soil structure is the arrangement and organization of the particles that constitute it, its importance lies in the fact that it allows establishing relationships with erosion and management in soil conservation systems. ... -
Predicción de la demanda de llamadas entrantes en un centro de contacto mediante el uso de técnicas de aprendizaje automático
The prediction of incoming calls in a contact center is a tool used to anticipate the demand that will be received in a given period, by accurately forecasting, it is possible to plan the necessary resources to meet it ... -
Predicción de Mortalidad y Complicaciones Cardiovasculares Intrahospitalarias en Pacientes con Síndrome Coronario Agudo Mediante un Modelo Machine Learning Supervisad
Acute Coronary Syndromes (ACS) represent the leading cause of death in the world. Clinical prediction models Clinical prediction models can be useful for decision making mainly in high-risk patients who require early ... -
Modelo de clasificación machine learning para pronosticar secuelas físicas en pacientes postcovid.
Covid 19 is an infectious virus that produces a severe acute respiratory syndrome, and among the most frequent symptoms are respiratory symptoms, fever and also gastrointestinal symptoms. One of the characteristics of ... -
Factores que predicen la culminación de la formación a nivel de pregrado a partir de la prueba Saber 11 y el cuestionario socioeconómico
This study aims to identify the socioeconomic factors that predict the factors associated with the education gap in Colombia. associated with the educational gap in Colombia. The results of the socioeconomic questionnaire ... -
Factores de predicción para la detección temprana de trastornos neurocognitivos en personas institucionalizadas en centros de protección social pertenecientes a la beneficencia de Cundinamarca
Neurocognitive disorders are increasing significantly in the elderly population. elderly population. From this point of view, it is important to understand this phenomenon as the result of a multiplicity of variables ... -
Estudio del potencial minero por medio del análisis de componentes principales, conglomerados y árbol de decisión en datos de elementos químicos para la zona de la plancha geológica 166, Colombia
Some metals, such as gold, silver, copper, iron and nickel, are of great economic interest in the country and in the world due to their potential use in various sectors such as technology, electronics, medicine and ... -
Sistema de inspección automatizado supervisado en boca de envase Pead
The consumption of a wide variety of products offered by the market at the national level has in common the quality controls that are carried out prior to and during their manufacturing processes to be subsequently ... -
Modelo de scoring para crédito de consumo en una entidad del sector solidario
In Colombia, the Superintendence of the Solidarity Economy through the Basic Accounting Circular, Title IV, Chapter II regulates the SARC as the Credit Risk Management System that must be implemented and/or complemented ... -
Asociación del exceso de peso y la enfermedad renal crónica en una cohorte de riesgo cardiovascular de una IPS de Ibagué-Colombia durante el periodo de 2008 a 2022
Currently, obesity is considered an epidemic, where the Region of the Americas has the highest prevalence of all the regions of the World Health Organization, with 62.5% of adults overweight or obese. The occurrence ... -
Evaluación de cuatro modelos de labranza en la calidad del suelo y sus efectos en la producción
Tillage systems are increasing day after day, to reduce labor costs, increase the efficiency of agricultural work and intensify crop production, but also generate notable effects on the quality of the physical and chemical ... -
Brechas de género en carreras de Tecnología, matemáticas, ciencias e ingeniería
It is true, STEM careers are the professions of the future and there are many reasons to study them. Two of them are professional growth and good salary, but we know how many women and men graduate from the universities ...
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