Articles with public access mandates - Nuno LourençoLearn more
Not available anywhere: 11
Herb: Privacy-preserving random forest with partially homomorphic encryption
Q Liao, B Cabral, JP Fernandes, N Lourenço
2022 International Joint Conference on Neural Networks (IJCNN), 1-10, 2022
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
A supervised machine learning model for determining lubricant oil operating conditions
R Malaguti, N Lourenço, C Silva
Expert Systems 40 (5), e13116, 2023
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Under the hood of transfer learning for deep neuroevolution
S Sarti, N Laurenço, J Adair, P Machado, G Ochoa
International Conference on the Applications of Evolutionary Computation …, 2023
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Evolving adaptive neural network optimizers for image classification
P Carvalho, N Lourenço, P Machado
European Conference on Genetic Programming (Part of EvoStar), 3-18, 2022
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
A well lubricated machine: A data driven model for lubricant oil conditions
R Malaguti, N Lourenço, C Silva
EPIA Conference on Artificial Intelligence, 549-560, 2021
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies
V Costa, N Lourenço, J Correia, P Machado
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
On the democratization of machine learning pipelines
A Carqueja, B Cabral, JP Fernandes, N Lourenço
2022 IEEE Symposium Series on Computational Intelligence (SSCI), 455-462, 2022
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Revealing Energy Landscapes of Atomic Clusters by Applying Adaptive Bioinspired Algorithms
JMC Marques, WS Jesus, FV Prudente, FB Pereira, N Lourenço
Phys. Chem. Chemist. Chem. Enginee 3 (28), 10.1201, 2018
Mandates: Fundação para a Ciência e a Tecnologia, Portugal, European Commission
HERB+: Evolving an Industrial-Strength Privacy-Preserving Machine Learning Framework
Q Liao, AC Santos, B Cabral, JP Fernandes, N Lourenço
2022 IEEE 27th Pacific Rim International Symposium on Dependable Computing …, 2022
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Decision Tree Based Wrappers for Hearing Loss
M Rabuge, N Lourenço
International Conference on Parallel Problem Solving from Nature, 290-305, 2024
Mandates: European Commission
Evolutionary Model Validation—An Adversarial Robustness Perspective
I Valentim, N Lourenço, N Antunes
Handbook of Evolutionary Machine Learning, 457-485, 2023
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Available somewhere: 64
DENSER: deep evolutionary network structured representation
F Assunção, N Lourenço, P Machado, B Ribeiro
Genetic Programming and Evolvable Machines 20, 5-35, 2019
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Structured grammatical evolution: a dynamic approach
N Lourenço, F Assunção, FB Pereira, E Costa, P Machado
Handbook of grammatical evolution, 137-161, 2018
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Unveiling the properties of structured grammatical evolution
N Lourenço, FB Pereira, E Costa
Genetic Programming and Evolvable Machines, 1-39, 2016
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Evolving the Topology of Large Scale Deep Neural Networks
F Assunçao, N Lourenço, P Machado, B Ribeiro
European Conference on Genetic Programming, 2018
Mandates: Fundação para a Ciência e a Tecnologia, Portugal, European Commission
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
Mandates: European Commission
Coevolution of generative adversarial networks
V Costa, N Lourenço, P Machado
Applications of Evolutionary Computation: 22nd International Conference …, 2019
Mandates: European Commission
SGE: A Structured Representation for Grammatical Evolution
N Lourenço, FB Pereira, E Costa
Artificial Evolution 2015, 2015
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Fast denser: Efficient deep neuroevolution
F Assunção, N Lourenço, P Machado, B Ribeiro
european conference on genetic programming, 197-212, 2019
Mandates: Fundação para a Ciência e a Tecnologia, Portugal, European Commission
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
Mandates: Fundação para a Ciência e a Tecnologia, Portugal, European Commission
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