Liu, Chenyu(Universitat Politècnica de València, 2022-05-10)
[ES] En este proyecto se implementarán varias técnicas de selección de características que se aplican para mejorar el rendimiento de la clasificación automática. Se analizarán varios problemas de clasificación de un ...
Zou, Dejian(Universitat Politècnica de València, 2024-04-09)
[ES] Este proyecto implementará varias técnicas de fusión tardía de datos aplicadas para mejorar el rendimiento de la clasificación multimodal automática. Se analizarán los repositorios de bases de datos disponibles ...
Pruñonosa Soler, Guillem(Universitat Politècnica de València, 2023-04-18)
[EN] Sporting events, especially those involving competition between teams, involve complex dynamics among the participants that ultimately affect the final outcome. Predicting
the outcome of these sporting events in ...
[EN] The concerns surrounding sustainability, alternative energies, and lifestyle changes due to the pandemic have resulted in a surge in the manufacturing of buildings utilizing Modern Methods of Construction (MMC), ...
Tuffaha, Mohand(Universitat Politècnica de València, 2022-09-06)
[ES] El mundo es testigo de nuevos avances tecnológicos que afectan significativamente a las organizaciones en diferentes departamentos. La inteligencia artificial (IA) es uno de estos avances, visto como una tecnología ...
Barriga, R.; Romero, M.; Nettleton, D.; Hassan Mohamed, Houcine(Springer-Verlag, 2022-10)
[EN] In this article, a digital twin approach is proposed for modeling a pharmaceutical drying process using machine learning techniques, driven by data from different sensors captured in-line. The current difficulty with ...
D'Elia, Domenica; Truu, Jaak; Lahti, Leo; Berland, Magali; Papoutsoglou, Georgios; Ceci, Michelangelo; Zomer, Aldert; Lopes, Marta B.; Ibrahimi, Eliana; Gruca, Aleksandra; Nechyporenko, Alina; Frohme, Marcus; Klammsteiner, Thomas; Carrillo-de Santa Pau, Enrique; Marcos-Zambrano, Laura Judith; Tarazona, Sonia(Frontiers Media SA, 2023-09-25)
[EN] The rapid development of machine learning (ML) techniques has opened up the data-dense field of microbiome research for novel therapeutic, diagnostic, and prognostic applications targeting a wide range of disorders, ...
Dierickx, Laurence; Lindén, Carl-Gustav; Opdahl, Andreas; Khan, Sohail; Guerrero Rojas, Diana(Editorial Universitat Politècnica de València, 2023-09-22)
[EN] AI-driven journalism refers to various methods and tools for gathering, verifying, producing, and distributing news information. Their potential is to extend human capabilities and create new forms of augmented ...
Merino San José, Pablo(Universitat Politècnica de València, 2022-09-15)
[ES] El objetivo del presente Trabajo Fin de Máster es explotar la idea de que los modelos cinéticos cuánticos modelan sistemas fuera de equilibrio con un sistema cuántico, para diseñar algoritmos cuántico capaces de ...
Muñoz-Pellicer, David; Nadal, Enrique; Albelda Vitoria, José; CHINESTA SORIA, FRANCISCO JOSE; Ródenas, Juan José(Elsevier, 2022-07-01)
[EN] Structural optimization is part of the mechanical engineering field and, in most cases, tries to minimize the overall weight of a given design domain, subjected to functionality constraints given in terms of stresses ...
[EN] This research is in response to the question of which aspects of package design are more relevant to consumers, when purchasing educational toys. Neuromarketing techniques are used, and we propose a methodology for ...
[EN] The optimization methods and, in particular, metaheuristics must be constantly improved to reduce execution times, improve the results, and thus be able to address broader instances. In particular, addressing combinatorial ...
[EN] Continuous monitoring of chronic patients improves their quality of life and reduces the economic costs of the sanitary system. However, in order to ensure a good monitoring, high bandwidth and low delay are needed. ...
Han, Tao; Muhammad, Khan; Hussain, Tanveer; Lloret, Jaime; Baik, Sung Wook(Institute of Electrical and Electronics Engineers, 2021-03-01)
[EN] Green energy management is an economical solution for better energy usage, but the employed literature lacks focusing on the potentials of edge intelligence in controllable Internet of Things (IoT). Therefore, in this ...
CHICCHI-GIGLIOLI, IRENE ALICE; Carrasco-Ribelles, Lucia A.; Parra Vargas, Elena; Marín-Morales, Javier; Alcañiz Raya, Mariano Luis(MDPI AG, 2021-02)
[EN] Motivation is an essential component in mental health and well-being. In this area, researchers have identified four psychological needs that drive human behavior: attachment, self-esteem, orientation and control, and ...
Buckmann, Marcus; Joseph, Andreas(Editorial Universitat Politècnica de València, 2022-09-20)
[EN] We propose a generic workflow for the use of machine learning models to inform decision making and to communicate modelling results with stakeholders. It involves three steps: (1) a comparative model evaluation, (2) ...
Lafuente Alcázar, Beatriz(Universitat Politècnica de València, 2022-07-14)
[EN] Biomedical signals are a result of cells’ electrical activity, and the changes in their voltage.
Electrocardiogram (ECG) signals are a specific type of biosignals, and they represent the main
diagnostic tool for ...
Molina-Gomez, Nidia Isabel; Calderón-Rivera, Dayam Soret; Sierra-Parada, Ronal; Díaz Arévalo, Jose Luis; López Jiménez, Petra Amparo(Springer-Verlag, 2021-01)
[EN] Thousands of deaths associated with air pollution each year could be prevented by forecasting the behavior of factors that pose risks to people's health and their geographical distribution. Proximity to pollution ...
Moncho Santonja, María; Sanz Alamán, María Begoña; Defez Garcia, Beatriz; Lengua Lengua, Ismael; Peris Fajarnes, Guillermo(Editorial Universitat Politècnica de València, 2020-04-10)
[EN] Acne vulgaris is one of the most common human pathologies worldwide. Its prevalence causes a high healthcare expenditure. Acne healthcare costs and effects on individuals' quality of life lead to the need of analysing ...
Cosa Liñán, Alejandro(Universitat Politècnica de València, 2017-11-06)
[EN] Alcohol abuse is one of the most alarming issues for the health authorities. It is estimated that at least 23 million of European citizens are affected by alcoholism causing a cost around 270 million euros. Excessive ...