Publicacións (41) Publicacións de Adrián Carballal Mato

2023

  1. Music Recommendation System Based on Ratings Obtained from Amazon

    VI Congreso XoveTIC: impulsando el talento científico

2022

  1. Experiments in evolutionary image enhancement with ELAINE

    Genetic Programming and Evolvable Machines, Vol. 23, Núm. 4, pp. 557-579

  2. Flow Space and the Complexity of Urban Spatial Network State of the Art on Artificial Intelligence in Land-Use Simulation

    Complexity, Vol. 2022

  3. Validation of an Aesthetic Assessment System for Commercial Tasks

    Entropy, Vol. 24, Núm. 1

  4. Wi-Fi Handshake: analysis of password patterns in Wi-Fi networks

    PeerJ Computer Science, Vol. 8

2021

  1. A review on machine learning approaches and trends in drug discovery

    Computational and Structural Biotechnology Journal, Vol. 19, pp. 4538-4558

  2. Artificial Neural Networks and Deep Learning in the Visual Arts: a review

    Neural Computing and Applications, Vol. 33, Núm. 1, pp. 121-157

  3. Artificial intelligence applied to conceptual design. A review of its use in architecture

    Automation in Construction, Vol. 124

  4. Minimal neural network topology optimization for aesthetic classification

    Neural Computing and Applications, Vol. 33, Núm. 1, pp. 107-119

2020

  1. A genetic programming-based low-level instructions robot for realtimebattle

    Entropy, Vol. 22, Núm. 12, pp. 1-21

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

    IET Image Processing, Vol. 14, Núm. 12, pp. 2948-2956

  3. Comparison of outlier-tolerant models for measuring visual complexity

    Entropy, Vol. 22, Núm. 4

  4. Estimulación musical temprana en casa: propuesta de aplicación móvil

    Conference proceedings CIVINEDU 2020: 4th International Virtual Conference on Educational Research and Innovation September 23-24, 2020

  5. Transfer learning features for predicting aesthetics through a novel hybrid machine learning method

    Neural Computing and Applications, Vol. 32, Núm. 10, pp. 5889-5900

2019

  1. Machine learning in biomedical informatics

    Encyclopedia of Biomedical Engineering (Elsevier), pp. 389-399

  2. Visual complexity modelling based on image features fusion of multiple kernels

    PeerJ, Vol. 2019, Núm. 7

2018

  1. Aesthetic composition indicator based on image complexity

    Interface Support for Creativity, Productivity, and Expression in Computer Graphics (IGI Global), pp. 185-202

  2. Approach to minimize bias on aesthetic image datasets

    Interface Support for Creativity, Productivity, and Expression in Computer Graphics (IGI Global), pp. 203-219

  3. Assisted surface redesign by perturbing its point cloud representation

    IET Software, Vol. 12, Núm. 3, pp. 251-257

  4. Automatic multiscale vascular image segmentation algorithm for coronary angiography

    Biomedical Signal Processing and Control, Vol. 46, pp. 1-9