People
Filipe Assunção
Member
Cognitive and Media SystemsNational Projects
ACCELERATION - Automatic Artificial Neural Networks for Gamma-Ray Detection
Past Projects
Journal Articles
2019
(1 publication)- Assunção, F. and Correia, J. and Conceição, R. and Pimenta, M.J.M. and Tomé, B. and Lourenço, Nuno and Penousal Machado , "Automatic Design of Artificial Neural Networks for Gamma-Ray Detection", IEEE Access, vol. 7, pp. 110531-110540, 2019 [ DOI ]
2018
(1 publication)- Assunção, F. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. , "DENSER: deep evolutionary network structured representation", Genetic Programming and Evolvable Machines, 2018 [ DOI ]
2015
(1 publication)Conference Articles
2020
(3 publications)- Assunção, F. and Lourenço, Nuno and Ribeiro, B. and Penousal Machado , "Incremental Evolution and Development of Deep Artificial Neural Networks", in EuroGP2020, 2020 [ DOI ]
- Assunção, F. and Lourenço, Nuno and Ribeiro, B. and Penousal Machado , "Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution", in EvoAPPS2020, 2020 [ DOI ]
- Carvalho, P. and Lourenço, Nuno and Assunção, F. and Penousal Machado , "AutoLR: an evolutionary approach to learning rate policies", in Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 2020 [ DOI ]
2019
(1 publication)2018
(4 publications)- Assunção, F. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. , "Evolving the Topology of Large Scale Deep Neural Networks", in EuroGP 2018, 2018
- Assunção, F. and Lourenço, Nuno 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 Lourenço, Nuno 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)- Lourenço, Nuno 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 Lourenço, Nuno 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 Lourenço, Nuno 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 Lourenço, Nuno and Ribeiro, B. and Penousal Machado , "Evolutionary Machine Learning: An Essay on Bechmarking", in Portuguese Conference on Pattern Recognition (RecPad), 2017
- Assunção, F. and Lourenço, Nuno 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