López Andrango, Kevin Danilo(Universitat Politècnica de València, 2020-09-24)
[EN] Calcium imaging has been proved to be an effective technique to record
in-vivo neural activity. In this work we present a probabilistic generative
model that attempts to capture the relationship between the stimulus
and ...
Trescolí Blasco, Samuel(Universitat Politècnica de València, 2022-10-07)
[EN] During the last years the humankind realized the importance of the
environment, not only that, but also the impact that our presence has on it.
This impact is meanly bad, so during the last two decades we started ...
[EN] The pharmaceutical industry is facing significant economic challenges due to measures aimed at containing healthcare costs and evolving healthcare regulations. In this context, pharmaceutical laboratories seek to ...
Díaz Pinto, Andrés Yesid(Universitat Politècnica de València, 2019-07-29)
[ES] Las imágenes de fondo de ojo son muy utilizadas por los oftalmólogos para la evaluación de la retina y la detección de glaucoma. Esta patología es la segunda causa de ceguera en el mundo, según estudios de la Organización ...
[EN] Many numerical algorithms for science and engineering applications require the solution of sparse triangular linear systems (sptrsv) as their most costly stage. For this reason, considerable research has been dedicated ...
Ferrer Martínez, Claudia(Universitat Politècnica de València, 2020-03-25)
[ES] El proyecto consistirá en el estudio de diferentes técnicas de Machine Learning aplicadas a la predicción de energía solar en plantas fotovoltaicas. Machine Learning puede mejorar el pronóstico de producción de energía ...
Dorado-Guerra, Diana Yaritza; Corzo-Pérez, Gerald; Paredes Arquiola, Javier; Pérez-Martín, Miguel Ángel(Institute of Physics Publishing Ltd., 2022-12-01)
[EN] Aquifer-stream interactions affect the water quality in Mediterranean areas; therefore, the coupling of
surface water and groundwater models is generally used to solve water-planning and pollution
problems in river ...
[EN] The 5G network is a next-generation wireless form of communication and the latest mobile technology. In practice, 5G utilizes the Internet of Things (IoT) to work in high-tra_ c networks with multiple nodes/ sensors ...
García Pardo, José Gabriel(Universitat Politècnica de València, 2022-04-11)
[ES] Esta tesis presenta soluciones de vanguardia basadas en algoritmos de computer vision (CV) y machine learning (ML) para ayudar a los expertos en el diagnóstico clínico. Se centra en dos áreas relevantes en el campo ...
Wang, Shuojie(Universitat Politècnica de València, 2022-05-10)
[ES] Los sistemas de monitorización acústica pasiva se emplean para investigar las distribuciones estacionales y espaciales de diferentes especies de mamíferos marinos, así como el efecto negativo que las fuentes antropogénicas ...
[EN] Complex industrial problems coupled with the availability of a more robust computing infrastructure present many challenges and opportunities for machine learning (ML) in the construction industry. This paper reviews ...
[EN] Background: Estimation of the depth of myometrial invasion (MI) in endometrial cancer is pivotal in the preoperatively
staging. Magnetic resonance (MR) reports suffer from human subjectivity. Multiparametric MR imaging ...
Isusi Fagoaga, Violeta Lucía(Universitat Politècnica de València, 2015-10-29)
Nowadays the amunt of data generated per day in the world is substantially higher. Therefore, it
is crucial to improve the techniques for extracting knowledge in this context. This project
research in this line regarding ...
[EN] In dairy ruminants, the combination of milking parameters must ensure good milking performance without harming udder conditions. Commonly, milking conditions for goats are established without having checked the ...
Garcés Díaz-Munío, Gonzalo Vicente(Universitat Politècnica de València, 2020-09-04)
[EN] Open Education has become a revolutionary approach towards the future of education, enabling worldwide free access to a huge volume of Open Educational Resources
(OER). The rapid growth of OER and MOOCs has not gone ...
Gonzalez Rubio, Jesus(Universitat Politècnica de València, 2011-10-18)
The aim of this research is to improve the translation process. On the one hand, the standard loglinear model parameter optimization process, the MERT algorithm, presents high computational costs, so, as an alternative we ...
Sarvazyan, Areg Mikael(Universitat Politècnica de València, 2023-09-27)
[ES] Las sólidas capacidades lingüísticas de los Modelos de Lenguaje de Gran Tamaño (LLMs) actuales están motivando su adopción a gran escala en los flujos de trabajo de empresas y particulares. Estos LLMs tienen el potencial ...
González-Cebrián, Alba; Borràs-Ferrís, Joan; Ordovás-Baines, Juan Pablo; Hermenegildo-Caudevilla, Marta; Climente-Martí, Mónica; Tarazona, Sonia; Vitale, Raffaele; Palací-López, Daniel; Sierra-Sánchez, Jesús Francisco; Saez de la Fuente, Javier; Ferrer, Alberto(Public Library of Science, 2022-09-22)
[EN] The clinical course of COVID-19 is highly variable. It is therefore essential to predict as early and accurately as possible the severity level of the disease in a COVID-19 patient who is admitted to the hospital. ...
Iglesias-Martinez, Miguel E.; Hernaiz-Guijarro, Moises; Castro-Palacio, Juan Carlos; Fernández de Córdoba, Pedro; Isidro, J.M.; Navarro-Pardo, Esperanza(MDPI AG, 2020-11)
[EN] The reaction times of individuals over consecutive visual stimuli have been studied using an entropy-based model and a failure machinery approach. The used tools include the fast Fourier transform and a spectral entropy ...
Dumont d'Ayot, Catherine(Editorial Universitat Politècnica de València, 2016-03-03)
[EN] Exhibitions, museums, pavilions, artist ateliers, apartments and collectors’ villas: exposition runs like a red thread
through Le Corbusier’s work. Man’s relationship to art is a fundamental element of architectural ...