People
Filipe Assunção
Email
Member
Cognitive and Media Systems
National Projects
STRATIO - AI
Past Projects
Sonae Viz
Journal Articles
2018
(1 publication) 2015
(1 publication) Conference Articles
2019
(1 publication) 2018
(4 publications) - Assunção, F. and Nuno Lourenço and Penousal Machado and Ribeiro, B. , "Evolving the Topology of Large Scale Deep Neural Networks", in EuroGP 2018, 2018
- Assunção, F. and Nuno Lourenço and Penousal Machado and Ribeiro, B. , "Using GP is NEAT: Evolving Compositional Pattern Production Functions", in EuroGP 2018, 2018
- Assunção, F. and Serero, D. and Nuno Lourenço and Penousal Machado and Ribeiro, B. , "Automatic Evolution of AutoEncoders for Compressed Representations", in World Congress on Computational Intelligence, 2018
- Polisciuc, E. and Assunção, F. and Penousal Machado , "Towards Partially Automatic Search of Edge Bundling Parameters", in Computational Intelligence in Music, Sound, Art and Design, 2018 [ DOI ]
2017
(5 publications) - Nuno Lourenço and Assunção, F. and Maçãs, C. and Penousal Machado , "EvoFashion: Customising Fashion Through Evolution", in International Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design (EvoMUSART), 2017
- Assunção, F. and Nuno Lourenço and Penousal Machado and Ribeiro, B. , "Automatic Generation of Neural Networks with Structured Grammatical Evolution", in IEEE Congress on Evolutionary Computation (CEC), 2017
- Assunção, F. and Nuno Lourenço and Penousal Machado and Ribeiro, B. , "Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach", in Genetic and Evolutionary Computation Conference (GECCO), 2017
- Assunção, F. and Nuno Lourenço and Ribeiro, B. and Penousal Machado , "Evolutionary Machine Learning: An Essay on Bechmarking", in Portuguese Conference on Pattern Recognition (RecPad), 2017
- Assunção, F. and Nuno Lourenço and Ribeiro, B. and Penousal Machado , "Evolutionary Machine Learning: An Essay on Experimental Design", in Portuguese Conference on Pattern Recognition (RecPad), 2017
2016
(2 publications) - Vinhas, A. and Assunção, F. and Correia, J. and Ekart, A. and Penousal Machado , "Fitness and Novelty in Evolutionary Art", in 2016 International Conference on Evolutionary and Biologically Inspired Music and Art (EvoMUSART), 2016 [ DOI ]
- Polisciuc, E. and Maçãs, C. and Assunção, F. and Penousal Machado , "Hexagonal Gridded Maps and Information Layers: A Novel Approach for the Exploration and Analysis of Retail Data", in SIGGRAPH ASIA 2016 Symposium on Visualization, 2016 [ DOI ]
2015
(3 publications) - Assunção, F. and Correia, J. and Martins, P. and Penousal Machado , "Evolving Families of Shapes", in Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015, 2015, pp. 4134-4135, 2015
- Cruz, A. and Penousal Machado and Assunção, F. and Leitão, A.P.d.A. , "ELICIT: Evolutionary Computation Visualization", in Genetic and Evolutionary Computation Conference 2015, 2015 [ DOI ]
- Amilcar Cardoso and Martins, P. and Assunção, F. and Correia, J. and Penousal Machado , "A Distributed Approach to Computational Creativity", in 9th International Symposium on Intelligent Distributed Computing – IDC’2015, 2015
Book Chapters
2018
(1 publication) 2015
(1 publication) MSc Theses