A review on machine learning approaches and trends in drug discovery P Carracedo-Reboredo, J Liñares-Blanco, N Rodríguez-Fernández, ... Computational and Structural Biotechnology Journal 19, 4538-4558, 2021 | 311 | 2021 |
Artificial intelligence applied to conceptual design. A review of its use in architecture MLC Pena, A Carballal, N Rodríguez-Fernández, I Santos, J Romero Automation in Construction 124, 103550, 2021 | 181 | 2021 |
Computerized measures of visual complexity P Machado, J Romero, M Nadal, A Santos, J Correia, A Carballal Acta Psychologica 160, 43-57, 2015 | 170 | 2015 |
Artificial Neural Networks and Deep Learning in the Visual Arts: a review I Santos, L Castro, N Rodriguez-Fernandez, Á Torrente-Patiño, ... Neural Computing and Applications, 1-37, 2021 | 112 | 2021 |
Using complexity estimates in aesthetic image classification J Romero, P Machado, A Carballal, A Santos Journal of Mathematics and the Arts 6 (2-3), 125-136, 2012 | 44 | 2012 |
Automatic multiscale vascular image segmentation algorithm for coronary angiography A Carballal, FJ Novoa, C Fernandez-Lozano, M García-Guimaraes, ... Biomedical Signal Processing and Control 46, 1-9, 2018 | 43 | 2018 |
Evolving figurative images using expression-based evolutionary art J Correia, P Machado, J Romero, A Carballal Proceedings of the fourth International Conference on Computational …, 2013 | 42 | 2013 |
Aesthetic classification and sorting based on image compression J Romero, P Machado, A Carballal, O Osorio Applications of Evolutionary Computation, 394-403, 2011 | 30 | 2011 |
Expression-based evolution of faces P Machado, J Correia, J Romero International Conference on Evolutionary and Biologically Inspired Music and …, 2012 | 27 | 2012 |
Visual complexity modelling based on image features fusion of multiple kernels C Fernandez-Lozano, A Carballal, P Machado, A Santos, J Romero PeerJ 7, e7075, 2019 | 26 | 2019 |
Distinguishing paintings from photographs by complexity estimates A Carballal, A Santos, J Romero, P Machado, J Correia, L Castro Neural Computing and Applications 30 (6), 1957-1969, 2018 | 26 | 2018 |
Computing Aesthetics with Image Judgement Systems J Romero, P Machado, A Carballal, J Correia Computers and Creativity, 295, 2012 | 23 | 2012 |
Predicting Vertical Urban Growth Using Genetic Evolutionary Algorithms in Tokyo’s Minato Ward RI Pazos Perez, A Carballal, JR Rabuñal, OA Mures, ... Journal of Urban Planning and Development 144 (1), 04017024, 2017 | 21 | 2017 |
Transfer learning features for predicting aesthetics through a novel hybrid machine learning method A Carballal, C Fernandez-Lozano, J Heras, J Romero Neural Computing and Applications 32 (10), 5889-5900, 2020 | 15 | 2020 |
Avoiding the inherent limitations in datasets used for measuring aesthetics when using a machine learning approach A Carballal, C Fernandez-Lozano, N Rodriguez-Fernandez, L Castro, ... Complexity 2019 (1), 4659809, 2019 | 15 | 2019 |
Feature Selection and Novelty in Computational Aesthetics J Correia, P Machado, J Romero, A Carballal Evolutionary and Biologically Inspired Music, Sound, Art and Design, 133-144, 2013 | 14 | 2013 |
Evolutionary and Biologically Inspired Music, Sound P Machado, J McDermott, A Carballal Art and Design-Second International Conference, EvoMUSART, 3-5, 2013 | 13 | 2013 |
Comparison of Outlier-Tolerant Models for Measuring Visual Complexity A Carballal, C Fernandez-Lozano, N Rodriguez-Fernandez, I Santos, ... Entropy 22 (4), 488, 2020 | 11 | 2020 |
Validation of an Aesthetic Assessment System for Commercial Tasks N Rodriguez-Fernandez, S Alvarez-Gonzalez, I Santos, A Torrente-Patiño, ... Entropy 24 (1), 103, 2022 | 9 | 2022 |
Using AI to Simulate Urban Vertical Growth. RIP Perez, A Carballal, JR Rabuñal, MD García-Vidaurrázaga, OA Mures CTBUH Journal, 2019 | 9 | 2019 |