Nuno Lourenço

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 96

Top Venues

Publications

Gabriel Cortês, Nuno Lourenço, Penousal Machado
Towards Physical Plausibility in Neuroevolution Systems. EvoApplications@EvoStar (2024)
Gabriel Cortês, Nuno Lourenço, Penousal Machado
Towards Physical Plausibility in Neuroevolution Systems. CoRR (2024)
Pedro Carvalho, Nuno Lourenço, Penousal Machado
How to Improve Neural Network Training Using Evolutionary Algorithms. SN Comput. Sci. 5 (6) (2024)
Inês Valentim, Nuno Antunes, Nuno Lourenço
Exploring Layerwise Adversarial Robustness Through the Lens of t-SNE. GECCO Companion (2024)
Inês Valentim, Nuno Antunes, Nuno Lourenço
Exploring Layerwise Adversarial Robustness Through the Lens of t-SNE. CoRR (2024)
Jessica Mégane, Eric Medvet, Nuno Lourenço, Penousal Machado
Grammar-Based Evolution of Polyominoes. EuroGP (2024)
Gabriel Fernandes, Nuno Lourenço, João Correia
Reducing the Price of Stable Cable Stayed Bridges with CMA-ES. CoRR (2023)
Pedro Carvalho, Jessica Mégane, Nuno Lourenço, Penousal Machado
Context Matters: Adaptive Mutation for Grammars. EuroGP (2023)
Aidan Murphy, Nuno Lourenço, Anthony Ventresque
Initialisation in Structured Grammatical Evolution. GECCO Companion (2023)
Pedro Carvalho, Jessica Mégane, Nuno Lourenço, Penousal Machado
Context Matters: Adaptive Mutation for Grammars. CoRR (2023)
Henrique Branquinho, Nuno Lourenço, Ernesto Costa
SPENSER: Towards a NeuroEvolutionary Approach for Convolutional Spiking Neural Networks. CoRR (2023)
Stefano Tiso, Pedro Carvalho, Nuno Lourenço, Penousal Machado
Biological insights on grammar-structured mutations improve fitness and diversity. GECCO (2023)
Barbara Nascimento Ramos, Catarina Maçãs, Nuno Lourenço, Evgheni Polisciuc
Towards Contextual Glyph Design: Visualizing Hearing Screenings. IV (2023)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies. GECCO Companion (2023)
Roney Malaguti, Nuno Lourenço, Cristóvão Silva
A supervised machine learning model for determining lubricant oil operating conditions. Expert Syst. J. Knowl. Eng. 40 (5) (2023)
Leon Ingelse, José Ignacio Hidalgo, José Manuel Colmenar, Nuno Lourenço, Alcides Fonseca
Comparing Individual Representations in Grammar-Guided Genetic Programming for Glucose Prediction in People with Diabetes. GECCO Companion (2023)
José Maria Simões, Nuno Lourenço, Penousal Machado
All You Need Is Sex for Diversity. CoRR (2023)
Stefano Tiso, Pedro Carvalho, Nuno Lourenço, Penousal Machado
Structured mutation inspired by evolutionary theory enriches population performance and diversity. CoRR (2023)
Catarina Maçãs, João R. Campos, Nuno Lourenço
Understanding the Forest: A Visualization Tool to Support Decision Tree Analysis. IV (2023)
Henrique Branquinho, Nuno Lourenço, Ernesto Costa
SPENSER: Towards a NeuroEvolutionary Approach for Convolutional Spiking Neural Networks. GECCO Companion (2023)
João Correia, Gustavo Gama, João Tiago Guerrinha, Ricardo Cadime, Pedro Antero Carvalhido, Tiago Vieira, Nuno Lourenço
Automatic Design of Telecom Networks with Genetic Algorithms. CoRR (2023)
José Maria Simões, Nuno Lourenço, Penousal Machado
All You Need is Sex for Diversity. EuroGP (2023)
Jessica Mégane, Nuno Lourenço, Penousal Machado, Dirk Schweim
The Influence of Probabilistic Grammars on Evolution. GECCO Companion (2023)
Qianying Liao, Alexandre Cortez Santos, Bruno Cabral, João Paulo Fernandes, Nuno Lourenço
HERB+: Evolving an Industrial-Strength Privacy-Preserving Machine Learning Framework. PRDC (2022)
Inês Valentim, Nuno Lourenço, Nuno Antunes
Adversarial Robustness Assessment of NeuroEvolution Approaches. CoRR (2022)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies. CoRR (2022)
Inês Valentim, Nuno Lourenço, Nuno Antunes
Adversarial Robustness Assessment of NeuroEvolution Approaches. CEC (2022)
Jessica Mégane, Nuno Lourenço, Penousal Machado
Probabilistic Structured Grammatical Evolution. CEC (2022)
Leonardo Trujillo, Ting Hu, Nuno Lourenço, Mengjie Zhang
Editorial Introduction. Genet. Program. Evolvable Mach. 23 (3) (2022)
Pedro Carvalho, Nuno Lourenço, Penousal Machado
Evolving Adaptive Neural Network Optimizers for Image Classification. EuroGP (2022)
Alexandre Carqueja, Bruno Cabral, João Paulo Fernandes, Nuno Lourenço
On the Democratization of Machine Learning Pipelines. SSCI (2022)
Jessica Mégane, Nuno Lourenço, Penousal Machado
Co-evolutionary probabilistic structured grammatical evolution. GECCO (2022)
Qianying Liao, Bruno Cabral, João Paulo Fernandes, Nuno Lourenço
Herb: Privacy-preserving Random Forest with Partially Homomorphic Encryption. IJCNN (2022)
Jessica Mégane, Nuno Lourenço, Penousal Machado
Probabilistic Structured Grammatical Evolution. CoRR (2022)
José D'Abruzzo Pereira, Nuno Lourenço, Marco Vieira
On the Use of Deep Graph CNN to Detect Vulnerable C Functions. LADC (2022)
António Morais, Raul Barbosa, Nuno Lourenço, Frederico Cerveira, Michele Lombardi, Henrique Madeira
Strategies for Improving the Error Robustness of Convolutional Neural Networks. QRS (2022)
Jessica Mégane, Nuno Lourenço, Penousal Machado
Co-evolutionary Probabilistic Structured Grammatical Evolution. CoRR (2022)
Francisco Miranda, Evgheni Polisciuc, Nuno Lourenço
HyTEA: Hybrid Tree Evolutionary Algorithm. EA (2022)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Improved evolution of generative adversarial networks. GECCO Companion (2021)
Roney Malaguti, Nuno Lourenço, Cristóvão Silva
A Well Lubricated Machine: A Data Driven Model for Lubricant Oil Conditions. EPIA (2021)
Mariana Monteiro, Nuno Lourenço, Francisco B. Pereira
FERMAT: Feature Engineering with Grammatical Evolution. EPIA (2021)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Demonstrating the Evolution of GANs Through t-SNE. EvoApplications (2021)
Unai Garciarena, Nuno Lourenço, Penousal Machado, Roberto Santana, Alexander Mendiburu
On the Exploitation of Neuroevolutionary Information: Analyzing the Past for a More Efficient Future. CoRR (2021)
Bruno Sousa, Miguel Arieiro, Vasco Pereira, João Correia, Nuno Lourenço, Tiago Cruz
ELEGANT: Security of Critical Infrastructures With Digital Twins. IEEE Access 9 (2021)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Demonstrating the Evolution of GANs through t-SNE. CoRR (2021)
Pedro Carvalho, Nuno Lourenço, Penousal Machado
Evolving Learning Rate Optimizers for Deep Neural Networks. CoRR (2021)
Unai Garciarena, Nuno Lourenço, Penousal Machado, Roberto Santana, Alexander Mendiburu
On the exploitation of neuroevolutionary information. GECCO Companion (2021)
Jessica Mégane, Nuno Lourenço, Penousal Machado
Probabilistic Grammatical Evolution. EuroGP (2021)
Jessica Mégane, Nuno Lourenço, Penousal Machado
Probabilistic Grammatical Evolution. CoRR (2021)
Roney Malaguti, Nuno Lourenço, Cristóvão Silva
Wear and Tear: A Data Driven Analysis of the Operating Condition of Lubricant Oils. APMS (5) (2021)
Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado
Fast-DENSER: Fast Deep Evolutionary Network Structured Representation. SoftwareX 14 (2021)
Francisco Ferreira, Nuno Lourenço, Bruno Cabral, João Paulo Fernandes
When Two are Better Than One: Synthesizing Heavily Unbalanced Data. IEEE Access 9 (2021)
Adam Katona, Nuno Lourenço, Penousal Machado, Daniel W. Franks, James Alfred Walker
Utilizing the Untapped Potential of Indirect Encoding for Neural Networks with Meta Learning. EvoApplications (2021)
Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado
Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution. EvoApplications (2020)
Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado
Incremental Evolution and Development of Deep Artificial Neural Networks. EuroGP (2020)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Exploring the Evolution of GANs through Quality Diversity. CoRR (2020)
Nuno Lourenço, J. Manuel Colmenar, José Ignacio Hidalgo, Sancho Salcedo-Sanz
Evolving energy demand estimation models over macroeconomic indicators. GECCO (2020)
Pedro Carvalho, Nuno Lourenço, Filipe Assunção, Penousal Machado
AutoLR: an evolutionary approach to learning rate policies. GECCO (2020)
Catarina Maçãs, Nuno Lourenço, Penousal Machado
Evolving visual artefacts based on consumption patterns. Int. J. Arts Technol. 12 (1) (2020)
Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado
Incremental Evolution and Development of Deep Artificial Neural Networks. CoRR (2020)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Using Skill Rating as Fitness on the Evolution of GANs. EvoApplications (2020)
Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado
Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution. CoRR (2020)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Exploring the evolution of GANs through quality diversity. GECCO (2020)
João Miguel Cunha, Pedro Martins, Nuno Lourenço, Penousal Machado
Emojinating Co-Creativity: Integrating Self-Evaluation and Context-Adaptation. ICCC (2020)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Using Skill Rating as Fitness on the Evolution of GANs. CoRR (2020)
Pedro Carvalho, Nuno Lourenço, Filipe Assunção, Penousal Machado
AutoLR: An Evolutionary Approach to Learning Rate Policies. CoRR (2020)
João Martins, Raul Barbosa, Nuno Lourenço, Jacques Robin, Henrique Madeira
Online Verification through Model Checking of Medical Critical Intelligent Systems. DSN Workshops (2020)
João Miguel Cunha, Nuno Lourenço, Pedro Martins, Penousal Machado
Visual Blending for Concept Representation: A Case Study on Emoji Generation. New Gener. Comput. 38 (4) (2020)
João Miguel Cunha, Nuno Lourenço, João Correia, Pedro Martins, Penousal Machado
Emojinating: Evolving Emoji Blends. EvoMUSART (2019)
Filipe Assunção, João Correia, Rúben Conceição, Mário Pimenta, Bernardo Tomé, Nuno Lourenço, Penousal Machado
Automatic Design of Artificial Neural Networks for Gamma-Ray Detection. CoRR (2019)
Nuno Lourenço, Bruno Cabral, Jorge Granjal
Driving Profile using Evolutionary Computation. CEC (2019)
Victor Costa, Nuno Lourenço, Penousal Machado
Coevolution of Generative Adversarial Networks. CoRR (2019)
Inês Valentim, Nuno Lourenço, Nuno Antunes
The Impact of Data Preparation on the Fairness of Software Systems. CoRR (2019)
Filipe Assunção, João Correia, Rúben Conceição, Mário Pimenta, Bernardo Tomé, Nuno Lourenço, Penousal Machado
Automatic Design of Artificial Neural Networks for Gamma-Ray Detection. IEEE Access 7 (2019)
Nuno Lourenço, J. Manuel Colmenar, José Ignacio Hidalgo, Oscar Garnica
Structured grammatical evolution for glucose prediction in diabetic patients. GECCO (2019)
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
Fast-DENSER++: Evolving Fully-Trained Deep Artificial Neural Networks. CoRR (2019)
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
DENSER: deep evolutionary network structured representation. Genet. Program. Evolvable Mach. 20 (1) (2019)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
COEGAN: evaluating the coevolution effect in generative adversarial networks. GECCO (2019)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
COEGAN: Evaluating the Coevolution Effect in Generative Adversarial Networks. CoRR (2019)
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
Fast DENSER: Efficient Deep NeuroEvolution. EuroGP (2019)
Inês Valentim, Nuno Lourenço, Nuno Antunes
The Impact of Data Preparation on the Fairness of Software Systems. ISSRE (2019)
Victor Costa, Nuno Lourenço, Penousal Machado
Coevolution of Generative Adversarial Networks. EvoApplications (2019)
Filipe Assunção, David Sereno, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
Automatic Evolution of AutoEncoders for Compressed Representations. CEC (2018)
Nuno Antunes, Leandro Balby, Flavio V. D. de Figueiredo, Nuno Lourenço, Wagner Meira Jr., Walter Santos
Fairness and Transparency of Machine Learning for Trustworthy Cloud Services. DSN Workshops (2018)
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
Using GP Is NEAT: Evolving Compositional Pattern Production Functions. EuroGP (2018)
Jorge Granjal, João M. Silva, Nuno Lourenço
Intrusion Detection and Prevention in CoAP Wireless Sensor Networks Using Anomaly Detection. Sensors 18 (8) (2018)
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
DENSER: Deep Evolutionary Network Structured Representation. CoRR (2018)
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
Evolving the Topology of Large Scale Deep Neural Networks. EuroGP (2018)
Catarina Maçãs, Nuno Lourenço, Penousal Machado
Interactive Evolution of Swarms for the Visualisation of Consumptions. ArtsIT/DLI (2018)
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
Automatic generation of neural networks with structured Grammatical Evolution. CEC (2017)
Alcides Fonseca, Nuno Lourenço, Bruno Cabral
Evolving Cut-Off Mechanisms and Other Work-Stealing Parameters for Parallel Programs. EvoApplications (1) (2017)
Nuno Lourenço, Joaquim Ferrer, Francisco Baptista Pereira, Ernesto Costa
A Comparative Study of Different Grammar-Based Genetic Programming Approaches. EuroGP (2017)
Nuno Lourenço, Filipe Assunção, Catarina Maçãs, Penousal Machado
EvoFashion: Customising Fashion Through Evolution. EvoMUSART (2017)
Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach. CoRR (2017)
Nuno Lourenço, Francisco Baptista Pereira, Ernesto Costa
An Evolutionary Approach to the Full Optimization of the Traveling Thief Problem. EvoCOP (2016)
Nuno Lourenço, Francisco B. Pereira, Ernesto Costa
Unveiling the properties of structured grammatical evolution. Genet. Program. Evolvable Mach. 17 (3) (2016)
Nuno Lourenço, Francisco B. Pereira, Ernesto Costa
The Optimization Ability of Evolved Strategies. EPIA (2015)
Nuno Lourenço, Francisco B. Pereira, Ernesto Costa
SGE: A Structured Representation for Grammatical Evolution. Artificial Evolution (2015)
João Correia, Gustavo Gama, João Tiago Guerrinha, Ricardo Cadime, Pedro Antero Carvalhido, Tiago Vieira, Nuno Lourenço
Automatic Design of Telecom Networks with Genetic Algorithms. EvoApplications@EvoStar (2013)
Gabriel Fernandes, Nuno Lourenço, João Correia
Reducing the Price of Stable Cable Stayed Bridges with CMA-ES. EvoApplications@EvoStar (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nuno Lourenço