De Santiago , Jessica (Date of defense: 2021-03-19)
In neuropsychiatry, the development of brain imaging and dedicated data analysis for personalized medicine promises to predict both the evolution of diseases and responses of treatments. The ability to ...
Sánchez Martínez, Sergio (Date of defense: 2018-09-21)
This thesis focuses on the development of machine learning tools to better characterize the cardiac anatomy and function in the context of heart failure, and in particular their extension to consider ...
Karimi-Haghighi, Marzieh (Date of defense: 2023-01-20)
We try to address some challenges in structured risk assessment tools in two application areas of recidivism risk in criminal justice and dropout risk in higher education domain. Using Machine Learning ...
Liaghat, Zeinab (Date of defense: 2017-03-09)
Nowadays, the amount of available digital documents is rapidly growing, expanding at a considerable rate and coming from a variety of sources. Sources of unstructured and semi-structured information ...
Lawrie, Sofía (Date of defense: 2022-03-28)
Neuronal networks are today hypothesized to the basis for the computing capabilities of biological nervous systems. In the same manner, artificial neuronal systems are intensively exploited for a diversity ...
Torres Rivera, Andrés (Date of defense: 2019-10-31)
En el campo de la neología, se han desarrollado diferentes acercamientos metodológicos para la detección y extracción de neologismos semánticos empleando estrategias como la desambiguación semántica y ...
Nikbakht Silab, Rasoul (Date of defense: 2021-03-17)
This thesis studies parametric optimization in cellular and cell-free networks, exploring data-based and expert-based paradigms. Power allocation and power control, which adjust the transmit power to ...
De Filippi, Eleonora (Date of defense: 2022-11-23)
En las últimas décadas, un cambio de paradigma en el estudio y el tratamiento de los trastornos cerebrales ha hecho que se preste más atención a nuevas intervenciones terapéuticas. En esta línea, las ...
Sarasúa Berodia, Álvaro (Date of defense: 2017-05-29)
Interface metaphors are often used in Human Computer Interaction (HCI) to exploit knowledge that users already have from other domains. A commonly used one in Digital Musical Instruments (DMIs) is the ...
Pallarés Picazo, Vicente (Date of defense: 2019-04-12)
Es conocido en la literatura de neuroimagen que las redes cerebrales funcionales reflejan rasgos personales. Estas características individuales, podrían interferir al caracterizar la cognición entendida ...