Listar Redes de Neuronas Artificiais e Sistemas Adaptativos -Informática Médica e Diagnóstico Radiolóxico (RNASA - IMEDIR) por título

Mostrando ítems 1-20 de 249

    • A complexity approach for identifying aesthetic composite landscapes 

      Carballal, Adrián; Pérez, Rebeca; Santos-del-Riego, Antonino; Castro, M. Luz (Springer, 2014)
      [Abstract] The present paper describes a series of features related to complexity which may allow to estimate the complexity of an image as a whole, of all the elements integrating it and of those which are its focus of ...

    • A federated authentication schema among multiple identity providers 

      Almeida, João Rafael; Zúquete, André; Pazos, A.; Oliveira, José Luís (Elsevier, 2024-04)
      [Abstract]: Single Sign-On (SSO) methods are the primary solution to authenticate users across multiple web systems. These mechanisms streamline the authentication procedure by avoiding duplicate developments of authentication ...

    • A generalized linear model for cardiovascular complications prediction in PD patients 

      Fernández-Lozano, Carlos; Alonso Valente, Rafael; Fidalgo Díaz, Manuel; Pazos, A. (ACM, 2018)
      [Abstract] This study was conducted using machine learning models to identify patient non-invasive information for cardiovascular complications prediction in peritoneal dialysis patients. Nowadays is well known that ...

    • A genetic algorithms-based approach for optimizing similarity aggregation in ontology matching 

      Martínez-Romero, Marcos; Vázquez-Naya, José; Nóvoa, Francisco; Vázquez, Guillermo; Pereira-Loureiro, Javier (Springer, 2013)
      [Abstract] Ontology matching consists of finding the semantic relations between different ontologies and is widely recognized as an essential process to achieve an adequate interoperability between people, systems or ...

    • A Genetic Programming-Based Low-Level Instructions Robot for Realtimebattle 

      Romero, Juan; Santos-del-Riego, Antonino; Carballal, Adrián; Rodríguez-Fernández, Nereida; Santos, Iria; Torrente-Patiño, Álvaro; Tuñas, Juan; Machado, Penousal (MDPI AG, 2020)
      [Abstract]: RealTimeBattle is an environment in which robots controlled by programs fight each other. Programs control the simulated robots using low-level messages (e.g., turn radar, accelerate). Unlike other tools like ...

    • A methodology for the design of experiments in computational intelligence with multiple regression models 

      Fernández-Lozano, Carlos; Gestal, M.; Munteanu, Cristian-Robert; Dorado, Julián; Pazos, A. (Peer J, 2016-12-01)
      [Abstract] The design of experiments and the validation of the results achieved with them are vital in any research study. This paper focuses on the use of different Machine Learning approaches for regression tasks in the ...

    • A Multi-Objective Approach for Anti-Osteosarcoma Cancer Agents Discovery through Drug Repurposing 

      Cabrera-Andrade, Alejandro; López-Cortés, Andrés; Jaramillo-Koupermann, Gabriela; González-Díaz, Humberto; Pazos, A.; Munteanu, Cristian-Robert; Pérez-Castillo, Yunierkis; Tejera, Eduardo (MDPI AG, 2020-11-22)
      [Abstract] Osteosarcoma is the most common type of primary malignant bone tumor. Although nowadays 5-year survival rates can reach up to 60–70%, acute complications and late effects of osteosarcoma therapy are two of the ...

    • A New Evolutionary Computation Technique for 2D: Morphogenesis and Information Processing 

      Fernández-Blanco, Enrique; Dorado, Julián; Rabuñal, Juan R.; Gestal, M.; Pedreira Souto, Nieves (WSEAS Press, 2007-03)
      [Abstract] Paper presents a new model that takes the behaviour of biological cells and tries to adapt some of their characteristics to the artificial cells in order to solve computational problems. This model can be related ...

    • A Novel Protocol Using Captive Portals for FIDO2 Network Authentication 

      Rivera-Dourado, Martiño; Gestal, M.; Pazos, A.; Vázquez-Naya, José (MDPI, 2024)
      [Abstract]: FIDO2 authentication is starting to be applied in numerous web authentication services, aiming to replace passwords and their known vulnerabilities. However, this new authentication method has not been integrated ...

    • A point-based redesign algorithm for designing geometrically complex surfaces. A case study: Miralles's croissant paradox 

      Carballal, Adrián; Pazos Pérez, Rafael Iván; Rodríguez-Fernández, Nereida; Santos, Iria; García-Vidaurrázaga, María D.; Rabuñal, Juan R. (Jonh Wiley & Sons, 2020)
      [Abstract]: This study explores the use of point clouds for both representation and genetic morphogenesis of complex geometry. The accurate representation of existing objects of complex curved geometry, which are subsequently ...

    • A Public Domain Dataset for Real-Life Human Activity Recognition Using Smartphone Sensors 

      García-González, Daniel; Rivero, Daniel; Fernández-Blanco, Enrique; Rodríguez Luaces, Miguel (MDPI AG, 2020-04-13)
      [Abstract] In recent years, human activity recognition has become a hot topic inside the scientific community. The reason to be under the spotlight is its direct application in multiple domains, like healthcare or fitness. ...

    • A Quick Guide for Using Microsoft Onenote as an Electronic Laboratory Notebook 

      Guerrero, Santiago; López-Cortés, Andrés; García, Jennyfer; Saa, Pablo; Indacochea Cusirramos, Alberto; Armendáriz-Castillo, Isaac; Zambrano, Ana Karina; Yumiceba, Verónica; Pérez Villa, Andy; Guevara-Ramírez, Patricia; Moscoso-Zea, Oswaldo; Paredes-Gualtor, Joel; Leone, Paola E.; Paz-y-Miño, César (Public Library of Science, 2019-05-09)
      [Abstract] Scientific data recording and reporting systems are of a great interest for endorsing reproducibility and transparency practices among the scientific community. Current research generates large datasets that can ...

    • A Recommender System Based on Cohorts’ Similarity 

      Almeida, João Rafael; Monteiro, Eriksson; Silva, Luís Bastião; Pazos, A.; Oliveira, José Luís (IOS Press, 2020-06-16)
      [Abstract] Aiming to better understand the genetic and environmental associations of Alzheimer's disease, many clinical trials and scientific studies have been conducted. However, these studies are often based on a small ...

    • A Recommender System to Help Refining Clinical Research Studies 

      Almeida, João Rafael; Silva, João Figueira; Matos, Sergio; Pazos, A.; Oliveira, José Luís (IOS Press, 2021-05-01)
      [Abstract] The process of refining the research question in a medical study depends greatly on the current background of the investigated subject. The information found in prior works can directly impact several stages ...

    • A review of 28 free animal tracking software: current features and limitations 

      Panadeiro Castro, Verónica; Rodriguez, Alvaro; Henry, Jason; Wlodkowic, Donald; Andersson, Magnus (Springer Nature, 2021-09)
      [Abstract]: Well-quantified laboratory studies can provide a fundamental understanding of animal behavior in ecology, ethology and ecotoxicology research. These types of studies require observation and tracking of each ...

    • A review of artificial intelligence applied to path planning in UAV swarms 

      Puente-Castro, Alejandro; Rivero, Daniel; Pazos, A.; Fernández-Blanco, Enrique (Springer, 2021)
      [Abstract]: Path Planning problems with Unmanned Aerial Vehicles (UAVs) are among the most studied knowledge areas in the related literature. However, few of them have been applied to groups of UAVs. The use of swarms ...

    • A review on machine learning approaches and trends in drug discovery 

      Carracedo-Reboredo, Paula; Liñares Blanco, Jose; Rodríguez-Fernández, Nereida; Cedrón, Francisco; Novoa, Francisco; Carballal, Adrián; Maojo, Víctor; Pazos, A.; Fernández-Lozano, Carlos (Research Network of Computational and Structural Biotechnology, 2021)
      Abstract: Drug discovery aims at finding new compounds with specific chemical properties for the treatment of diseases. In the last years, the approach used in this search presents an important component in computer science ...

    • A semantic interoperability approach to support integration of gene expression and clinical data in breast cancer 

      Alonso-Calvo, Raúl; Paraíso-Medina, Sergio; Pérez-Rey, David; Alonso-Oset, Enrique; Stiphout, Ruud van; Taylor, Marian; Buffa, Francesca; Fernández-Lozano, Carlos; Pazos, A.; Maojo, Víctor (Elsevier, 2017-06-05)
      [Abstract] Introduction. The introduction of omics data and advances in technologies involved in clinical treatment has led to a broad range of approaches to represent clinical information. Within this context, patient ...

    • Las actitudes como factor clave en la inclusión universitaria 

      Garabal-Barbeira, Jessica; Pousada, Thais; Espinosa, Pablo; Saleta Canosa, Jesús Luis (Centro Español de Documentación sobre Discapacidad (CEDD), 2018-06-08)
      [Resumen] Las actitudes pueden facilitar o dificultar el proceso inclusivo en la educación superior. Los objetivos del presente estudio son determinar las actitudes del alumnado y docentes hacia la discapacidad y conocer ...

    • Las actitudes como factor clave en la inclusión universitaria 

      Garabal-Barbeira, Jessica; Pousada, Thais; Espinosa, Pablo; Saleta Canosa, Jesús Luis (Centro Español de Documentación sobre Discapacidad, 2018)
      [Abstract] Las actitudes pueden facilitar o dificultar el proceso inclusivo en la educación superior.Los objetivos del presente estudio son determinar las actitudes del alumnado y docentes hacia la discapacidad y conocer ...