ListarTesis Doctorales UCO por tema "Machine learning"
Mostrando ítems 1-11 de 11
-
Automatic melanoma diagnosis via modern machine learning techniques
(Universidad de Córdoba, UCOPress, 2022)The incidence and mortality rates of skin cancer remain a huge concern in many countries. According to the latest statistics about melanoma skin cancer, only in the Unites States, 7,650 deaths are expected in 2022, which ... -
Bioinformatic approaches for identification of epigenetic profiles in neuropathology processes
(Universidad de Córdoba, UCOPress, 2022)Degenerative neurological diseases, such as Alzheimer, Multiple Sclerosis or Huntington Disease, are illnesses that are not well-known while at the same time having a significant impact on the quality of life of the ... -
Clustering, prediction and ordinal classification of time series using machine learning techniques: applications
(Universidad de Córdoba, UCOPress, 2021)In the last years, there has been an increase in the number of fields improving their standard processes by using machine learning (ML) techniques. The main reason for this is that the vast amount of data generated by these ... -
Comprehensive comparison of several data-driven methods for Mediterranean water resources management across diferent temporal scales
(Universidad de Córdoba, UCOPress, 2021)Since the beginning of time, there has been innovation in the knowledge and technology of water and the hydraulic systems, to achieve an efficient and upgrade management of them. In this project, as an opening hypothesis, ... -
Desarrollo y aplicación de nuevos modelos de aprendizaje automático para el estudio del cáncer colorrectal
(Universidad de Córdoba, UCOPress, 2023)En la actualidad, en el ámbito sanitario, hay un interés creciente en la consideración de técnicas de Inteligencia Artificial, en concreto técnicas de Aprendizaje Automático o Machine Learning, que tan buenos resultados ... -
Determination of the potential influence of soil in the differentiation of productivity and in the classification of susceptible areas to Banana Wilt in Venezuela
(Universidad de Córdoba, UCOPress, 2022)Banana, the edible fruit of Musaceae, is a staple food for more than 400 million people worldwide due to their nutritional and energy attributes. This makes Musaceae a crop of worldwide relevance, particularly in tropical ... -
Mortalidad en pacientes en diálisis: importancia y desarrollo de nuevos métodos fiables de predicción
(Universidad de Córdoba, UCOPress, 2022)Introducción: Actualmente, con el fin de generar modelos predictivos, se están usando métodos no paramétricos basados en técnicas conocidas como “Machine Learning”, por ejemplo, Random Forest, además del análisis de Regresión ... -
Novel support vector machines for diverse learning paradigms
(Universidad de Córdoba, UCOPress, 2019) -
Ordinal Prediction using machine learning methodologies: Applications
(Universidad de Córdoba, UCOPress, 2019)Artificial Intelligence is part of our everyday life, not only as consumers but also in most of the productive areas since companies can optimize most of their processes with all the different tools that it can provide. ... -
Spatial crop-water variations in rainfed wheat systems: From simulation modelling to site-specific management
(Universidad de Córdoba, UCOPress, 2022)In sloping fields, rainfed crops experience different degrees of water stress caused by spatial variations in water and, consequently, yields also vary spatially within a field. This offers opportunities for precision ... -
Utilización de métodos de descomposición, algoritmos kernel y técnicas de remuestreo para clasificación ordinal
(Universidad de Córdoba, Servicio de Publicaciones, 2015)En la actualidad, la cantidad ingente de datos disponibles ha hecho, que el tratamiento y análisis de estos se haga intratable de manera manual. Esto ha propiciado que el objetivo de usar estos datos para la construcción ...