Listar por autor "Cedrón, Francisco"

Mostrando ítems 1-12 de 12

    • 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 ...

    • Application for Decision-Making on Mild Cognitive Impairments 

      González-Martín, Erick; Alvarellos, Alberto; Mato-Abad, Virginia; Pías-Peleteiro, Juan M.; Jiménez Martín, Isabel; Cedrón, Francisco (MDPI, 2021)
      [Abstract] Life expectancy in Western countries is increasing. The fact that humans are living longer lives presents new challenges to people’s quality of life. Some of the problems that most affect older people are the ...

    • Artificial Neuron–Glia Networks Learning Approach Based on Cooperative Coevolution 

      Fernández-Blanco, Enrique; Cedrón, Francisco; Pazos, A.; Porto-Pazos, Ana B.; Mesejo, Pablo; Ibáñez, Oscar (World Scientific, 2015-04-06)
      [Abstract] Artificial Neuron–Glia Networks (ANGNs) are a novel bio-inspired machine learning approach. They extend classical Artificial Neural Networks (ANNs) by incorporating recent findings and suppositions about the way ...

    • Deep Artificial Neural Networks and Neuromorphic Chips for Big Data Analysis: Pharmaceutical and Bioinformatics Applications 

      Pastur-Romay, L.A.; Cedrón, Francisco; Pazos, A.; Porto-Pazos, Ana B. (MDPI, 2016-08-11)
      [Abstract] Over the past decade, Deep Artificial Neural Networks (DNNs) have become the state-of-the-art algorithms in Machine Learning (ML), speech recognition, computer vision, natural language processing and many other ...

    • Desarrollo de nuevos algoritmos neurogliales que modelizan la interacción astrocito-neurona en sistemas de altas prestaciones 

      Cedrón, Francisco (2019)
      [Resumo] Estamos vivindo una era de evolución constante debido aos avances tecnolóxicos. Moitos deles están sendo posibles grazas á Intelixencia Artificial (IA) e a que se están almacenando grandes volumes de datos. ...

    • First Multiplatform Application for Pharmacies in Spain, Which Guides the Prescription of Probiotics According to Pathology 

      Álvarez-González, S.; Rodríguez Fernández, Jose Antonio; Porto-Pazos, Ana B.; Pazos, A.; Cedrón, Francisco (MDPI, 2021-02-09)
      [Abstract] The study of the intestinal microbiota is one of the biggest challenges in the current clinical environment. In this context, probiotics have been a focus of interest to achieve the stability of the intestinal ...

    • Music Recommendation System Based on Ratings Obtained from Amazon 

      Marcos Vázquez, Sergio; Fernández-Lozano, Carlos; Carballal, Adrián; Cedrón, Francisco (Universidade da Coruña, Servizo de Publicacións, 2023)
      [Abstract] In the current context of an era in which a significant portion of people are constantly living online, with various multimedia streaming platforms serving as major sources of entertainment, and with e-commerce ...

    • Parallel computing for brain simulation 

      Pastur-Romay, L.A.; Porto-Pazos, Ana B.; Cedrón, Francisco; Pazos, A. (Bentham Science, 2017-05-01)
      [Abstract] Background: The human brain is the most complex system in the known universe, it is therefore one of the greatest mysteries. It provides human beings with extraordinary abilities. However, until now it has not ...

    • Probiotic: First Prescriptive Application of Probiotics in Spain 

      Álvarez-González, S.; Rodríguez Fernández, Jose Antonio; Porto-Pazos, Ana B.; Pazos, A.; Cedrón, Francisco (MDPI AG, 2020-08-21)
      [Abstract] The study of the intestinal microbiota is one of the greatest challenges in today’s clinical environment. Thus, probiotics have been established as a focus for its stability, as they play a key role in its ...

    • Shiny Dashboard for Monitoring the COVID-19 Pandemic in Spain 

      Fernández-Lozano, Carlos; Cedrón, Francisco (MDPI AG, 2020-08-20)
      [Abstract] Real-time monitoring of events such as the recent pandemic caused by COVID-19, as well as the visualization of the effects produced by its expansion, has highlighted the need to join forces in fields already ...

    • Use of Multiple Astrocytic Configurations within an Artificial Neuro-Astrocytic Network 

      Pazos, A.; Porto-Pazos, Ana B.; Álvarez-González, S.; Cedrón, Francisco (MDPI AG, 2019-08-07)
      [Abstract] The artificial neural networks used in a multitude of fields are achieving good results. However, these systems are inspired in the vision of classical neuroscience where neurons are the only elements that process ...

    • Using Genetic Algorithms to Improve Support Vector Regression in the Analysis of Atomic Spectra of Lubricant Oils 

      Fernández-Lozano, Carlos; Cedrón, Francisco; Rivero, Daniel; Dorado, Julián; Andrade-Garda, José Manuel; Pazos, A.; Gestal, M. (Emerald, 2016-06)
      [Abstract] Purpose – The purpose of this paper is to assess the quality of commercial lubricant oils. A spectroscopic method was used in combination with multivariate regression techniques (ordinary multivariate ...