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Nuno Lourenço
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DENSER: deep evolutionary network structured representation
F Assunção, N Lourenço, P Machado, B Ribeiro
Genetic Programming and Evolvable Machines 20, 5-35, 2019
1642019
Structured grammatical evolution: a dynamic approach
N Lourenço, F Assunção, FB Pereira, E Costa, P Machado
Handbook of grammatical evolution, 137-161, 2018
812018
Unveiling the properties of structured grammatical evolution
N Lourenço, FB Pereira, E Costa
Genetic Programming and Evolvable Machines, 1-39, 2016
772016
Evolving the Topology of Large Scale Deep Neural Networks
F Assunçao, N Lourenço, P Machado, B Ribeiro
European Conference on Genetic Programming, 2018
572018
COEGAN: evaluating the coevolution effect in generative adversarial networks
V Costa, N Lourenço, J Correia, P Machado
Proceedings of the genetic and evolutionary computation conference, 374-382, 2019
552019
Coevolution of generative adversarial networks
V Costa, N Lourenço, P Machado
Applications of Evolutionary Computation: 22nd International Conference …, 2019
512019
SGE: A Structured Representation for Grammatical Evolution
N Lourenço, FB Pereira, E Costa
Artificial Evolution 2015, 2015
492015
Elegant: Security of critical infrastructures with digital twins
B Sousa, M Arieiro, V Pereira, J Correia, N Lourenço, T Cruz
IEEE Access 9, 107574-107588, 2021
472021
Intrusion detection and prevention in CoAP wireless sensor networks using anomaly detection
J Granjal, JM Silva, N Lourenço
Sensors 18 (8), 2445, 2018
452018
Evolving evolutionary algorithms
N Lourenço, F Pereira, E Costa
Proceedings of the fourteenth international conference on Genetic and …, 2012
382012
Fast denser: Efficient deep neuroevolution
F Assunção, N Lourenço, P Machado, B Ribeiro
european conference on genetic programming, 197-212, 2019
322019
Automatic Generation of Neural Networks with Structured Grammatical Evolution
F Assunçao, N Lourenço, P Machado, B Ribeiro
IEEE Congress on Evolutionary Computation, 2017
302017
A comparative study of different grammar-based genetic programming approaches
N Lourenço, J Ferrer, FB Pereira, E Costa
Genetic Programming: 20th European Conference, EuroGP 2017, Amsterdam, The …, 2017
292017
Automatic design of artificial neural networks for gamma-ray detection
F Assunção, J Correia, R Conceição, MJM Pimenta, B Tomé, N Lourenço, ...
IEEE Access 7, 110531-110540, 2019
262019
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 2017, 2017
262017
Fairness and transparency of machine learning for trustworthy cloud services
N Antunes, L Balby, F Figueiredo, N Lourenco, W Meira, W Santos
2018 48th Annual IEEE/IFIP International Conference on Dependable Systems …, 2018
252018
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
242020
Neuroevolution of generative adversarial networks
V Costa, N Lourenço, J Correia, P Machado
Deep Neural Evolution: Deep Learning with Evolutionary Computation, 293-322, 2020
232020
The impact of data preparation on the fairness of software systems
I Valentim, N Lourenço, N Antunes
2019 IEEE 30th International Symposium on Software Reliability Engineering …, 2019
232019
The importance of the learning conditions in hyper-heuristics
N Lourenço, FB Pereira, E Costa
Proceedings of the 15th annual conference on Genetic and evolutionary …, 2013
232013
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