Browsing Especialización en Estadística Aplicada by Title
Now showing items 284-303 of 391
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Predicción de la capacidad de intercambio catiónico (CIC) en cultivos de aguacate empleando modelos machine learning
High food demand requires optimizing soil properties for better production. Cation exchange capacity (CEC) indicates the capacity of the soil to retain and exchange nutrients to plants and affects crop fertilization. A ... -
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 ... -
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 la demanda de un producto con redes neuronales
Obtaining an accurate forecast that provides relevant information on the behavior of the market and the demand for a product, has always been fundamental for the companies. Therefore, various efforts have been made to ... -
Predicción de la respuesta al tratamiento en pacientes con artritis reumatoide utilizando un modelo basado en machine learning
Rheumatoid arthritis (RA) is a chronic inflammatory, autoimmune and disabling disease. Response to treatment or sustained remission are the main goals in the management of these patients; however, a significant number of ... -
Predicción de la velocidad del viento mediante un modelo GradientBoostingTree de machine learning aplicable en la gestión del tránsito aéreo
Through this study, the Gradient Boosting Tree was identified as the best statistical model within a group of ten, which design was aimed at predicting wind intensity at different heights, for application in air traffic ... -
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 ... -
Predicción de propiedades petrofísicas a través de componentes principales y regresión lineal múltiple
Petrophysical models, is the most widely used technique in the oil industry to predicting these properties, they are made from the application of Petrophysical equations to the follow variables Gamma Ray (GR), density ... -
Predicción del comportamiento de los precios de cesiones y compensaciones para el mercado interno del FEP palmero.
The Price Stabilization Fund - FEP Palmero is a mechanism for stabilizing prices whose objective is to: «manage a remunerative income for producers, regulate national production and increase exports', this is achieved ... -
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 del precio en dólares de la moneda digital Solana a través de métodos de machine learning
This research aims to explore the use of prediction models based on decision trees as an alternative to the use of linear regression models for forecasting digital coin Solana un US dollars. For this purpose, it was applied ... -
Prevalencia de desórdenes musculoesqueléticos y factores asociados en docentes de Odontología de Colombia, 2019-2020
The prevalence of MSD in dentists is relatively high; has been shown that the most affected regions are the back (36.3%– 60.1% of the cases of AMD) and neck (19.8–85%) and have been associated with risk factors such ... -
Prevalencia de la enfermedad de chagas en donantes del banco de sangre del Hospital Departamental de Villavicencio durante el periodo 2013-2020
It has been made a descriptive, transversal and unexperimental study from positive blood donors to chagas disease, review from registers databases of Hexabank program and physics documents storage in carpets from blood ... -
Prevalencia y factores de riesgo asociados a tuberculosis pulmonar en un centro carcelario de Cali, Colombia
Abstract Background: Pulmonary Tuberculosis (PT) is a public health problem in the world and is exacerbated in prison centers. Objective: to determine the prevalence and risk factors of PT transmission in a prison ...
