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Filipe Assunção
Filipe Assunção
OutSystems; University of Coimbra
Verified email at outsystems.com - Homepage
Title
Cited by
Cited by
Year
DENSER: Deep Evolutionary Network Structured Representation
F Assunção, N Lourenço, P Machado, B Ribeiro
Genetic Programming and Evolvable Machines, 2018
1072018
Evolving the Topology of Large Scale Deep Neural Networks
F Assunçao, N Lourenço, P Machado, B Ribeiro
European Conference on Genetic Programming, 2018
442018
Structured grammatical evolution: a dynamic approach
N Lourenço, F Assunção, FB Pereira, E Costa, P Machado
Handbook of Grammatical Evolution, 137-161, 2018
322018
Automatic generation of neural networks with structured grammatical evolution
F Assunçao, N Lourenço, P Machado, B Ribeiro
2017 IEEE Congress on Evolutionary Computation (CEC), 1557-1564, 2017
212017
Fitness and novelty in evolutionary art
A Vinhas, F Assunção, J Correia, A Ekárt, P Machado
International Conference on Computational Intelligence in Music, Sound, Art …, 2016
212016
Automatic Design of Artificial Neural Networks for Gamma-Ray Detection
F Assunção, J Correia, R Conceição, M Pimenta, B Tomé, N Lourenço, ...
IEEE Access 7, 110531-110540, 2019
202019
Fast denser: Efficient deep neuroevolution
F Assunção, N Lourenço, P Machado, B Ribeiro
European Conference on Genetic Programming, 197-212, 2019
202019
Towards the evolution of multi-layered neural networks: a dynamic structured grammatical evolution approach
F Assunçao, N Lourenço, P Machado, B Ribeiro
Proceedings of the Genetic and Evolutionary Computation Conference, 393-400, 2017
202017
Hexagonal gridded maps and information layers: a novel approach for the exploration and analysis of retail data
E Polisciuc, C Maçãs, F Assunção, P Machado
SIGGRAPH ASIA 2016 Symposium on Visualization, 1-8, 2016
172016
Elicit: Evolutionary computation visualization
A Cruz, P Machado, F Assunção, A Leitão
Proceedings of the Companion Publication of the 2015 Annual Conference on …, 2015
152015
Evolution of scikit-learn pipelines with dynamic structured grammatical evolution
F Assunção, N Lourenço, B Ribeiro, P Machado
International Conference on the Applications of Evolutionary Computation …, 2020
142020
Graph-based evolutionary art
P Machado, J Correia, F Assunção
Handbook of Genetic Programming Applications, 3-36, 2015
122015
EvoFashion: customising fashion through evolution
N Lourenço, F Assunção, C Maçãs, P Machado
International Conference on Evolutionary and Biologically Inspired Music and …, 2017
92017
Incremental evolution and development of deep artificial neural networks
F Assunção, N Lourenço, B Ribeiro, P Machado
European Conference on Genetic Programming (Part of EvoStar), 35-51, 2020
82020
Fast-denser++: Evolving fully-trained deep artificial neural networks
F Assunção, N Lourenço, P Machado, B Ribeiro
arXiv preprint arXiv:1905.02969, 2019
82019
Using gp is neat: Evolving compositional pattern production functions
F Assunção, N Lourenço, P Machado, B Ribeiro
European Conference on Genetic Programming, 3-18, 2018
72018
Automatic evolution of autoencoders for compressed representations
F Assuncao, D Sereno, N Lourenco, P Machado, B Ribeiro
2018 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2018
62018
Fast-DENSER: Fast Deep Evolutionary Network Structured Representation
F Assunção, N Lourenço, B Ribeiro, P Machado
SoftwareX 14, 100694, 2021
52021
AutoLR: an evolutionary approach to learning rate policies
P Carvalho, N Lourenço, F Assunção, P Machado
Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 672-680, 2020
52020
Evolving families of shapes
F Assunção, J Correia, P Martins, P Machado
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
42015
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