Listar por autor "Carballal, Adrián"

Mostrando ítems 1-20 de 20

    • 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 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 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 ...

    • Artificial Intelligence Applied to Conceptual Design. A Review of Its Use in Architecture 

      Castro, M. Luz; Carballal, Adrián; Rodríguez-Fernández, Nereida; Santos, Iria; Romero, Juan (Elsevier, 2021)
      [Abstract] Conceptual architectural design is a complex process that draws on past experience and creativity to generate new designs. The application of artificial intelligence to this process should not be oriented toward ...

    • Assisted surface redesign by perturbing its point cloud representation 

      Pazos Pérez, Rafael Iván; Carballal, Adrián; Rabuñal, Juan R.; Mures, Omar A.; García-Vidaurrázaga, María D. (IET, 2018-04-09)
      [Abstract] This research study explores the use of point clouds for design geometrically complex surfaces based on genetic morphogenesis. To this end, a point-based genetic algorithm and the use of massive unstructured ...

    • Authorship ans aesthetics experiments: comparision of results between human and computational systems 

      Castro, M. Luz; Pérez, Rebeca; Santos-del-Riego, Antonino; Carballal, Adrián (Springer, 2014)
      [Abstract] This paper presents the results of two experiments comparing the functioning of a computational system and a group of humans when performing tasks related to art and aesthetics. The first experiment consists of ...

    • Automatic multiscale vascular image segmentation algorithm for coronary angiography 

      Carballal, Adrián; Nóvoa, Francisco; Fernández-Lozano, Carlos; García-Guimaraes, Marcos; Aldama López, Guillermo; Calviño-Santos, Ramón; Vázquez Rodríguez, José Manuel; Pazos, A. (Elsevier, 2018-09)
      [Abstract] Cardiovascular diseases, particularly severe stenosis, are the main cause of death in the western world. The primary method of diagnosis, considered to be the standard in the detection and quantification of ...

    • Comparison of Outlier-Tolerant Models for Measuring Visual Complexity 

      Carballal, Adrián; Fernández-Lozano, Carlos; Rodríguez-Fernández, Nereida; Santos, Iria; Romero, Juan (MDPI AG, 2020-04-24)
      [Abstract] Providing the visual complexity of an image in terms of impact or aesthetic preference can be of great applicability in areas such as psychology or marketing. To this end, certain areas such as Computer Vision ...

    • Digital Image Quality Prediction System 

      Rodríguez-Fernández, Nereida; Santos, Iria; Torrente-Patiño, Álvaro; Carballal, Adrián (MDPI AG, 2020-08-19)
      [Abstract] “A picture is worth a thousand words.” Based on this well-known adage, we can say that images are important in our society, and increasingly so. Currently, the Internet is the main channel of socialization and ...

    • Feature selection and novelty in computational aesthetics 

      Correia, Joao; Machado, Penousal; Carballal, Adrián; Romero, Juan (Springer, 2013)
      [Abstract] An approach for exploring novelty in expression-based evolutionary art systems is presented. The framework is composed of a feature extractor, a classifier, an evolutionary engine and a supervisor. The evolutionary ...

    • Framework of fully integrated hybrid systems 

      Santos-del-Riego, Antonino; Romero, Juan; Carballal, Adrián; Pazos, A. (Springer U K, 2012-02)
      A framework of fully integrated hybrid systems (HSs) is proposed for the development and management of HS which involve databases, advanced user interfaces, symbolic systems, and artificial neural networks. This framework ...

    • 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 ...

    • Predicting vertical urban growth using genetic evolutionary algorithms in Tokyo’s minato ward 

      Pazos Pérez, Rafael Iván; Carballal, Adrián; Rabuñal, Juan R.; Mures, Omar A.; García-Vidaurrázaga, María D. (American Society of Civil Engineers, 2018-03)
      [Abstract] This article explores the use of evolutionary genetic algorithms to predict scenarios of urban vertical growth in large urban centers. Tokyo’s Minato Ward is used as a case study because it has been one of the ...

    • Redesign and performance of an automatic segmentation method 

      Carballal, Adrián; Fernández-Lozano, Carlos; Nóvoa, Francisco; Rodríguez-Fernández, Nereida; Santos, Iria; García-Guimaraes, Marcos; Aldama López, Guillermo; Calviño-Santos, Ramón; Vázquez Rodríguez, José Manuel; Pazos, A. (MDPI, 2018-09-05)
      [Resumen] La información más relevante de las angiografías coronarias se extrae empleando técnicas de segmentación, que pueden ser automáticas, semiautomáticas o manuales. Existen numerosos algoritmos de segmentación ...

    • Self-tuning of disk input–output in operating systems 

      Santos-del-Riego, Antonino; Romero, Juan; Taibo Pena, Carlos Rodríguez; Carballal, Adrián (Elsevier Inc., 2012-01)
      One of the most difficult and hard to learn tasks in computer system management is tuning the kernel parameters in order to get the maximum performance. Traditionally, this tuning has been set using either fixed configurations ...

    • State of the Art on Artificial Intelligence in Land Use Simulation 

      Castro, M. Luz; Machado, Penousal; Santos, Iria; Rodríguez-Fernández, Nereida; Torrente-Patiño, Álvaro; Carballal, Adrián (Hindawi Limited, 2022)
      [Abstract] This review presents a state of the art in artificial intelligence applied to urban planning and particularly to land-use predictions. In this review, different articles after the year 2016 are analyzed mostly ...

    • Utilización de métricas de complejidad para la clasificación estética de fotografías 

      Carballal, Adrián (2011)
      [Resumen] Se explora la utilización de distintos estimadores de complejidad en tareas relacionadas con la estética. La identificación de un conjunto de métricas que permitan clasificar imágenes atendiendo a criterios ...

    • Validation of an Aesthetic Assessment System for Commercial Tasks 

      Rodríguez-Fernández, Nereida; Álvarez-González, S.; Santos, Iria; Torrente-Patiño, Álvaro; Carballal, Adrián; Romero, Juan (MDPI, 2022)
      [Abstract] Automatic prediction of the aesthetic value of images has received increasing attention in recent years. This is due, on the one hand, to the potential impact that predicting the aesthetic value has on practical ...

    • Visual complexity modelling based on image features fusion of multiple kernels 

      Fernández-Lozano, Carlos; Carballal, Adrián; Machado, Penousal; Santos, Antonino; Romero, Juan (PeerJ, Ltd., 2019-07-18)
      [Abstract] Humans’ perception of visual complexity is often regarded as one of the key principles of aesthetic order, and is intimately related to the physiological, neurological and, possibly, psychological characteristics ...

    • Wi-Fi Handshake: analysis of password patterns in Wi-Fi networks 

      Carballal, Adrián; Galego Carro, José Pablo; Rodríguez-Fernández, Nereida; Fernández-Lozano, Carlos (PEERJ INC, 2022)
      [Abstract]: This article seeks to provide a snapshot of the security of Wi-Fi access points in the metropolitan area of A Coruña. First, we discuss the options for obtaining a tool that allows the collection and storage ...