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Explicabilidad Sostenible para Sistemas de Recomendación mediante Ranking Bayesiano de Imágenes 

Paz Ruza, Jorge; Alonso-Betanzos, Amparo; Guijarro-Berdiñas, Bertha; Eiras-Franco, Carlos; Cancela, Brais (AEPIA, 2024)
[Abstract]: Los Sistemas de Recomendacion se han vuelto cruciales por su gran influencia en la sociedad pero, siendo mayoritariamente sistemas de caja negra, fomentar su transparencia es tan primordial como complejo; ...
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Computational assessment of the retinal vascular tortuosity integrating domain-related information 

Ramos, Lucía; Novo Buján, Jorge; Rouco, J.; Romeo, S.; Álvarez, M. D.; Ortega Hortas, Marcos (Nature Research, 2019-12-27)
[Abstract] The retinal vascular tortuosity presents a valuable potential as a clinical biomarker of many relevant vascular and systemic diseases. Commonly, the existent approaches face the tortuosity quantification by means ...
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In silico Analyses of Immune System Protein Interactome Network, Single-Cell RNA Sequencing of Human Tissues, and Artificial Neural Networks Reveal Potential Therapeutic Targets for Drug Repurposing Against COVID-19 

López-Cortés, Andrés; Guevara-Ramírez, Patricia; Kyriakidis, Nikolaos C.; Barba-Ostria, Carlos; León Cáceres, Ángela; Guerrero, Santiago; Ortiz-Prado, Esteban; Munteanu, Cristian-Robert; Tejera, Eduardo; Cevallos-Robalino, Doménica; Gómez-Jaramillo, Ana María; Simbaña-Rivera, Katherine; Granizo-Martínez, Adriana; Pérez-M, Gabriela; Moreno, Silvana; García-Cárdenas, Jennyfer M.; Zambrano, Ana Karina; Pérez-Castillo, Yunierkis; Cabrera-Andrade, Alejandro; Puig San Andrés, Lourdes; Proaño-Castro, Carolina; Bautista, Jhommara; Quevedo, Andreina; Varela, Nelson; Quiñones, Luis Abel; Paz-y-Miño, César (Frontiers Research Foundation, 2021-02-26)
[Abstract] Background: There is pressing urgency to identify therapeutic targets and drugs that allow treating COVID-19 patients effectively. Methods: We performed in silico analyses of immune system protein interactome ...
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Using the Cloud for Parameter Estimation Problems: Comparing Spark vs MPI with a Case-Study 

González, Patricia; Pardo, Xoán C.; Penas, David R.; Teijeiro, Diego; Banga, Julio R.; Doallo, Ramón (Institute of Electrical and Electronics Engineers, 2017-07-13)
[Abstract] Systems biology is an emerging approach focused in generating new knowledge about complex biological systems by combining experimental data with mathematical modeling and advanced computational techniques. Many ...
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Early Detection of Cyberbullying on Social Media Networks 

López-Vizcaíno, Manuel F.; Nóvoa, Francisco; Carneiro, Víctor; Cacheda, Fidel (Elsevier BV, 2021-05)
[Abstract] Cyberbullying is an important issue for our society and has a major negative effect on the victims, that can be highly damaging due to the frequency and high propagation provided by Information Technologies. ...
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Financial Option Valuation by Unsupervised Learning with Artificial Neural Networks 

Salvador, Beatriz; Oosterlee, Cornelis W.; Meer, Remco van der (MDPI AG, 2020-12-28)
[Abstract] Artificial neural networks (ANNs) have recently also been applied to solve partial differential equations (PDEs). The classical problem of pricing European and American financial options, based on the corresponding ...
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Multimethod Optimization for Reverse Engineering of Complex Biological Networks 

González, Patricia; Penas, David R.; Pardo, Xoán C.; Banga, Julio R.; Doallo, Ramón (Association for Computing Machinery, 2018-09)
[Abstract] Optimization problems appears in different areas of science and engineering. This paper considers the general problem of reverse engineering in computational biology by means of mixed-integer nonlinear dynamic ...
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Desarrollo de un sistema para obtener la trazabilidad comercial y gestión administrativa de una empresa 

Pérez Piñeiro, David (2021-02)
[Resumen] El presente TFG surge de la necesidad de complementar un ERP personalizado con la integración de los módulos de gestión comercial y administrativa. Una empresa, dedicada a la comercialización de piedra al por ...
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La detección de actividades del sueño a través de la aplicación del Aprendizaje Profundo 

Gómez Gutiérrez, Sandra (2021)
[Resumen] La detección de actividades del sueño en la señal del electroencefalograma (EEG) es una tarea fundamental para la clasificación de los estados de sueño. Esta tarea resulta costosa no solo por el elevado número ...
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Facilitating the development of stencil applications using the Heterogeneous Programming Library 

Viñas Buceta, Moisés; Fraguela, Basilio B.; Andrade, Diego; Doallo, Ramón (2017)
[Abstract] Stencil computations are very common in scientific codes. Heterogeneous systems achieve good results solving these problems, but their programming is complex because of the ghost regions required in multi-device ...
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AuthorNovo Buján, Jorge (164)Ortega Hortas, Marcos (157)Moura, Joaquim de (125)Pazos, A. (116)Touriño, Juan (101)... View MoreResearch GroupsGrupo de Arquitectura de Computadores (GAC) (264)Grupo de Tecnoloxía Electrónica e Comunicacións (GTEC) (254)Redes de Neuronas Artificiais e Sistemas Adaptativos -Informática Médica e Diagnóstico Radiolóxico (RNASA - IMEDIR) (254)Grupo de Visión Artificial e Recoñecemento de Patróns (VARPA) (186)Modelización, Optimización e Inferencia Estatística (MODES) (163)... View MoreAcademic DegreeGrao en Enxeñaría Informática (628)Grao en Ciencia e Enxeñaría de Datos (50)Máster Universitario en Enxeñaría Informática (18)Máster Universitario en Matemática Industrial (6)Máster Universitario en Enxeñaría Matemática (5)... View More
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