Author profile: Pino Mejías, Rafael
Institutional data
Name | Pino Mejías, Rafael |
Department | Estadística e Investigación Operativa |
Knowledge area | Estadística e Investigación Operativa |
Professional category | Catedrático de Universidad |
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Statistics
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No. publications
38
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No. visits
11485
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No. downloads
69029
Publications |
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Final Degree Project
Machine Learning Techniques for Natural Language Processing
(2023)
Language is such a powerful tool that enables communication between humans. However, there have been some barriers, ... |
Final Degree Project
Algunos Métodos Matemáticos Para El Análisis De Big Data
(2023)
This work is dedicated to Big Data analysis, a relatively modern field of data science whose objective is to know and ... |
Final Degree Project |
Final Degree Project
Modelos de Aprendizaje Profundo. Aplicaciones con R y Python
(2022)
La Inteligencia Artificial avanza desde hace unos años a pasos agigantados. El Aprendizaje Profundo (Deep Learning), una ... |
Master's Final Project
Deep Reinforcement Learning and its application to games
(2021)
The following project aims is to review the main concepts of Reinforcement Learning and combine them with the tools of ... |
Article
Can Shrub Flammability be Affected by Goat Grazing? Flammability Parameters of Mediterranean Shrub Species under Grazing
(MDPI, 2021)
In this study, we evaluated changes in the potential flammability of different Mediterranean shrub species in a pine (Pinus ... |
Article
Impact of soft-hydrothermal pre-treatments on the olive mill solid waste characteristics and its subsequent amaerobic digestion
(Springer, 2020)
The aim of this study was to investigate the effect of a soft-hydrothermal pre-treatment (SHP) on olive mill solid waste ... |
Final Degree Project
Redes recurrentes
(2020)
En los últimos años, el ser humano se ha ido fascinando con la idea de un “futuro” robotizado, donde las máquinas fuesen ... |
Final Degree Project
Redes Convolucionales
(2020)
El Aprendizaje Profundo (Deep Learning) está teniendo un gran desarrollo en la actualidad gracias a la evolución de los ... |
Final Degree Project
Modelos de predicción en pruebas de motociclismo
(2020)
En las siguientes páginas el lector podrá ver diferentes métodos para la predicción de resultados en pruebas de motociclismo, ... |
Article
The Use of Concentrates Rich in Orange By-Products in Goat Feed and Its Effects on Physico-Chemical, Textural, Fatty Acids, Volatile Compounds and Sensory Characteristics of the Meat of Suckling Kids
(MDPI, 2020)
We analysed how replacing cereal concentrates with dehydrated orange pulp (DOP) in the diet of mother goats affects the ... |
Final Degree Project
Métodos estadístico para BIG DATA
(2019)
La extracción de información y resultados de los grandes conjuntos de datos que se generan día a día en todo el mundo se ... |
Article
Review and Comparison of Intelligent Optimization Modelling Techniques for Energy Forecasting and Condition-Based Maintenance in PV Plants
(MDPI, 2019)
Within the field of soft computing, intelligent optimization modelling techniques include various major techniques in ... |
Final Degree Project
Técnicas boosting
(2018)
En este documento se tratará en un principio, de manera general, las principales características de los métodos basados ... |
Final Degree Project
Modelos de clasificación con datos no balanceados
(2018)
El problema de las distribuciones de datos no balanceados entre clases, ha recibido una atención considerable en disciplinas ... |
Final Degree Project
Modelos PLS-PM
(2018)
La modelización PLS-PM (Partial Least Squares Path Modeling), incluida dentro de los Modelos de Ecuaciones Estructurales, ... |
Article
Modelling background air pollution exposure in urban environments: Implications for epidemiological research
(Elsevier, 2018)
Background pollution represents the lowest levels of ambient air pollution to which the population is chronically exposed, ... |
Final Degree Project
Modelo de regresión PLS
(2017)
Partial least Square (PLS) methods relate the information present in two data tables that collect measurements on the same ... |
Master's Final Project
Modelo PLS
(2017)
The Partial Least Squares approach (PLS) is a multivariate technique which was originated around 1975 by Herman Wold for ... |
PhD Thesis
Caracterización de la contaminación atmosférica debida a aportes antropogénicos y naturales mediante la aplicación de modelos de mixturas finitas, de Markov homogéneos y otras técnicas de minería de datos
(2016)
Son cuantiosos los recursos científicos que se dirigen al estudio de las fuentes de emisión de contaminantes atmosféricos ... |
Article
Time series clustering for estimating particulate matter contributions and its use in quantifying impacts from deserts
(Elsevier, 2015)
Source apportionment studies use prior exploratory methods that are not purpose-oriented and receptor modelling is based ... |
Final Degree Project
Modernización estadística de datos longitudinales
(2015)
Este Trabajo de Fin de Grado se basa en el estudio de los modelos estadísticos aplicados a los denominados datos longitudinales. ... |
Final Degree Project
Métodos Monte Carlo basados en cadenas de Markov
(2015)
Markov Chain Monte Carlo (or shortly MCMC) is a powerful method for sampling from high dimensional probability distributions. ... |
Article
Modeling the Financial Distress of Microenterprise Start- Ups Using Support Vector Machines: A Case Study
(Universidad Nacional de Colombia, 2014)
Despite the leading role that micro-entrepreneurship plays in economic development, and the high failure rate of microenterprise ... |
Article
Modelling soil organic carbon stocks in global change scenarios: a CarboSOIL application
(Copernicus, 2013)
Global climate change, as a consequence of the increasing levels of atmospheric CO2 concentration, may significantly affect ... |
Article |
Article
Modelización estadística de la suerte de varas
(Fundación de Estudios Taurinos, 2010)
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Article
A Monte Carlo comparison of three consistent bootstrap procedures
(Taylor & Francis, 2009)
Since bootstrap samples are simple random samples with replacement from the original sample, the information content of ... |
Article
Multivariate explanatory model for sporadic carcinoma of the colon in Dukes’ stages I and IIa
(Ivyspring International Publisher, 2009)
We obtained before an explanatory model with six dependant variables: age of the patient, total cholesterol (TC), HDL ... |
Article
Modelización del hábitat potencial de formaciones forestales en la provincia de Huelva
(Sociedad Española de la Ciencia del Suelo, 2005)
Three methods for modelling the potential distribution of forest formations in protected areas in southern Spain are ... |
Article
Reduced bootstrap for the median
(Academia Sinica (Institute of Statistical Science), 2004)
In this paper we study a modified bootstrap that consists of only considering those bootstrap samples satisfying k1 ≤ νn ... |
PhD Thesis |
Article
Aplicación de la distribución de Poisson al análisis autoecológico de Ammonia tepida (Foraminifera) en medios estuarinos del suroeste de España
(Universidad de Huelva, 2004)
This work analyzes the populations of Ammonia tepida (Foraminifera) In the southwestern Spanish estuaries with the application ... |
Article
e-Encuestas Probabilísticas II. Los Métodos de Muestreo Probabilístico
(Instituto Nacional de Estadística, 2002)
En este trabajo se aborda fundamentalmente el estudio de las encuestas que utilizan la herramienta de Internet para su ... |
Article
Edición de encuestas mediante redes de neuronas artificiales
(Universidad de Salamanca, 2001)
Se presenta un procedimiento de imputación de valores perdidos y un método para la detección y corrección de inconsistencias ... |
PhD Thesis |
Article
A new approach to influence analysis in linear models
(JSTOR, 1995)
propose a new approach to the study of influence in the General Linear Model based on conditional bias. This approach ... |
PhD Thesis
Modelos alternativos de simulación Bootstrap
(1992)
Se describen las características fundamentales de los métodos Bootstrap. Se analizan diversas problemáticas que presentan ... |