PSO-CGO: A Particle Swarm Algorithm for Cluster Geometry Optimization. - Nuno Lourenço 002; Francisco Baptista Pereira (Int. J. Nat. Comput. Res., 2011)

DACCO: a discrete ant colony algorithm to cluster geometry optimization. - Nuno Lourenço 002; Francisco Baptista Pereira (GECCO, 2012)

Evolving evolutionary algorithms. - Nuno Lourenço 002; Francisco Baptista Pereira; Ernesto Costa (GECCO (Companion), 2012)

Learning Selection Strategies for Evolutionary Algorithms. - Nuno Lourenço 002; Francisco B. Pereira; Ernesto Costa (Artificial Evolution, 2013)

The importance of the learning conditions in hyper-heuristics. - Nuno Lourenço 002; Francisco Baptista Pereira; Ernesto Costa (GECCO, 2013)

SGE: A Structured Representation for Grammatical Evolution. - Nuno Lourenço 002; Francisco B. Pereira; Ernesto Costa (Artificial Evolution, 2015)

The Optimization Ability of Evolved Strategies. - Nuno Lourenço 002; Francisco B. Pereira; Ernesto Costa (EPIA, 2015)

An Evolutionary Approach to the Full Optimization of the Traveling Thief Problem. - Nuno Lourenço 002; Francisco Baptista Pereira; Ernesto Costa (EvoCOP, 2016)

Unveiling the properties of structured grammatical evolution. - Nuno Lourenço 002; Francisco B. Pereira; Ernesto Costa (Genet. Program. Evolvable Mach., 2016)

Automatic generation of neural networks with structured Grammatical Evolution. - Filipe Assunção; Nuno Lourenço 002; Penousal Machado; Bernardete Ribeiro (CEC, 2017)

A Comparative Study of Different Grammar-Based Genetic Programming Approaches. - Nuno Lourenço 002; Joaquim Ferrer; Francisco Baptista Pereira; Ernesto Costa (EuroGP, 2017)

Evolving Cut-Off Mechanisms and Other Work-Stealing Parameters for Parallel Programs. - Alcides Fonseca; Nuno Lourenço 002; Bruno Cabral 001 (EvoApplications (1), 2017)

EvoFashion: Customising Fashion Through Evolution. - Nuno Lourenço 002; Filipe Assunção; Catarina Maçãs; Penousal Machado (EvoMUSART, 2017)

Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach. - Filipe Assunção; Nuno Lourenço 002; Penousal Machado; Bernardete Ribeiro (CoRR, 2017)

Structured Grammatical Evolution: A Dynamic Approach. - Nuno Lourenço 002; Filipe Assunção; Francisco B. Pereira; Ernesto Costa; Penousal Machado (Handbook of Grammatical Evolution, 2018)

Interactive Evolution of Swarms for the Visualisation of Consumptions. - Catarina Maçãs; Nuno Lourenço 002; Penousal Machado (ArtsIT/DLI, 2018)

Automatic Evolution of AutoEncoders for Compressed Representations. - Filipe Assunção; David Sereno; Nuno Lourenço 002; Penousal Machado; Bernardete Ribeiro (CEC, 2018)

Fairness and Transparency of Machine Learning for Trustworthy Cloud Services. - Nuno Antunes; Leandro Balby; Flavio Figueiredo; Nuno Lourenço 002; Wagner Meira Jr.; Walter Santos (DSN Workshops, 2018)

Using GP Is NEAT: Evolving Compositional Pattern Production Functions. - Filipe Assunção; Nuno Lourenço 002; Penousal Machado; Bernardete Ribeiro (EuroGP, 2018)

Evolving the Topology of Large Scale Deep Neural Networks. - Filipe Assunção; Nuno Lourenço 002; Penousal Machado; Bernardete Ribeiro (EuroGP, 2018)

Intrusion Detection and Prevention in CoAP Wireless Sensor Networks Using Anomaly Detection. - Jorge Granjal; João M. Silva; Nuno Lourenço 002 (Sensors, 2018)

Driving Profile using Evolutionary Computation. - Nuno Lourenço 002; Bruno Cabral 001; Jorge Granjal (CEC, 2019)

Fast DENSER: Efficient Deep NeuroEvolution. - Filipe Assunção; Nuno Lourenço 002; Penousal Machado; Bernardete Ribeiro (EuroGP, 2019)

Coevolution of Generative Adversarial Networks. - Victor Costa; Nuno Lourenço 002; Penousal Machado (EvoApplications, 2019)

Emojinating: Evolving Emoji Blends. - João Miguel Cunha; Nuno Lourenço 002; João Correia 001; Pedro Martins 003; Penousal Machado (EvoMUSART, 2019)

COEGAN: evaluating the coevolution effect in generative adversarial networks. - Victor Costa; Nuno Lourenço 002; João Correia 001; Penousal Machado (GECCO, 2019)

Structured grammatical evolution for glucose prediction in diabetic patients. - Nuno Lourenço 002; J. Manuel Colmenar; José Ignacio Hidalgo; Oscar Garnica (GECCO, 2019)

The Impact of Data Preparation on the Fairness of Software Systems. - Inês Valentim; Nuno Lourenço 002; Nuno Antunes (ISSRE, 2019)

Automatic Design of Artificial Neural Networks for Gamma-Ray Detection. - Filipe Assunção; João Correia 001; Rúben Conceição; Mário Pimenta; Bernardo Tomé; Nuno Lourenço 002; Penousal Machado (IEEE Access, 2019)

Fast-DENSER++: Evolving Fully-Trained Deep Artificial Neural Networks. - Filipe Assunção; Nuno Lourenço 002; Penousal Machado; Bernardete Ribeiro (CoRR, 2019)

DENSER: deep evolutionary network structured representation. - Filipe Assunção; Nuno Lourenço 002; Penousal Machado; Bernardete Ribeiro (Genet. Program. Evolvable Mach., 2019)

Online Verification through Model Checking of Medical Critical Intelligent Systems. - João Martins; Raul Barbosa; Nuno Lourenço 002; Jacques Robin; Henrique Madeira (DSN Workshops, 2020)

Incremental Evolution and Development of Deep Artificial Neural Networks. - Filipe Assunção; Nuno Lourenço 002; Bernardete Ribeiro; Penousal Machado (EuroGP, 2020)

Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution. - Filipe Assunção; Nuno Lourenço 002; Bernardete Ribeiro; Penousal Machado (EvoApplications, 2020)

Using Skill Rating as Fitness on the Evolution of GANs. - Victor Costa; Nuno Lourenço 002; João Correia 001; Penousal Machado (EvoApplications, 2020)

Evolving energy demand estimation models over macroeconomic indicators. - Nuno Lourenço 002; J. Manuel Colmenar; José Ignacio Hidalgo; Sancho Salcedo-Sanz (GECCO, 2020)

AutoLR: an evolutionary approach to learning rate policies. - Pedro Carvalho; Nuno Lourenço 002; Filipe Assunção; Penousal Machado (GECCO, 2020)

Exploring the evolution of GANs through quality diversity. - Victor Costa; Nuno Lourenço 002; João Correia 001; Penousal Machado (GECCO, 2020)

Emojinating Co-Creativity: Integrating Self-Evaluation and Context-Adaptation. - João Miguel Cunha; Pedro Martins 003; Nuno Lourenço 002; Penousal Machado (ICCC, 2020)

Evolving visual artefacts based on consumption patterns. - Catarina Maçãs; Nuno Lourenço 002; Penousal Machado (Int. J. Arts Technol., 2020)

Visual Blending for Concept Representation: A Case Study on Emoji Generation. - João Miguel Cunha; Nuno Lourenço 002; Pedro Martins 003; Penousal Machado (New Gener. Comput., 2020)

Neuroevolution of Generative Adversarial Networks. - Victor Costa; Nuno Lourenço 002; João Correia 001; Penousal Machado (Deep Neural Evolution, 2020)

A Well Lubricated Machine: A Data Driven Model for Lubricant Oil Conditions. - Roney Malaguti; Nuno Lourenço 002; Cristóvão Silva (EPIA, 2021)

FERMAT: Feature Engineering with Grammatical Evolution. - Mariana Monteiro; Nuno Lourenço 002; Francisco B. Pereira (EPIA, 2021)

Probabilistic Grammatical Evolution. - Jessica Mégane; Nuno Lourenço 002; Penousal Machado (EuroGP, 2021)

Demonstrating the Evolution of GANs Through t-SNE. - Victor Costa; Nuno Lourenço 002; João Correia 001; Penousal Machado (EvoApplications, 2021)

Utilizing the Untapped Potential of Indirect Encoding for Neural Networks with Meta Learning. - Adam Katona; Nuno Lourenço 002; Penousal Machado; Daniel W. Franks; James Alfred Walker (EvoApplications, 2021)

Improved evolution of generative adversarial networks. - Victor Costa; Nuno Lourenço 002; João Correia 001; Penousal Machado (GECCO Companion, 2021)

On the exploitation of neuroevolutionary information. - Unai Garciarena; Nuno Lourenço 002; Penousal Machado; Roberto Santana 001; Alexander Mendiburu (GECCO Companion, 2021)

Wear and Tear: A Data Driven Analysis of the Operating Condition of Lubricant Oils. - Roney Malaguti; Nuno Lourenço 002; Cristóvão Silva (APMS (5), 2021)

When Two are Better Than One: Synthesizing Heavily Unbalanced Data. - Francisco Ferreira; Nuno Lourenço 002; Bruno Cabral 001; João Paulo Fernandes (IEEE Access, 2021)

ELEGANT: Security of Critical Infrastructures With Digital Twins. - Bruno Sousa; Miguel Arieiro; Vasco Pereira; João Correia 001; Nuno Lourenço 002; Tiago Cruz 001 (IEEE Access, 2021)

Evolving Learning Rate Optimizers for Deep Neural Networks. - Pedro Carvalho; Nuno Lourenço 002; Penousal Machado (CoRR, 2021)

On the Exploitation of Neuroevolutionary Information: Analyzing the Past for a More Efficient Future. - Unai Garciarena; Nuno Lourenço 002; Penousal Machado; Roberto Santana 001; Alexander Mendiburu (CoRR, 2021)

Fast-DENSER: Fast Deep Evolutionary Network Structured Representation. - Filipe Assunção; Nuno Lourenço 002; Bernardete Ribeiro; Penousal Machado (SoftwareX, 2021)

HyTEA: Hybrid Tree Evolutionary Algorithm. - Francisco Miranda; Evgheni Polisciuc; Nuno Lourenço 002 (EA, 2022)

Probabilistic Structured Grammatical Evolution. - Jessica Mégane; Nuno Lourenço 002; Penousal Machado (CEC, 2022)

Adversarial Robustness Assessment of NeuroEvolution Approaches. - Inês Valentim; Nuno Lourenço 002; Nuno Antunes (CEC, 2022)

Evolving Adaptive Neural Network Optimizers for Image Classification. - Pedro Carvalho; Nuno Lourenço 002; Penousal Machado (EuroGP, 2022)

Co-evolutionary probabilistic structured grammatical evolution. - Jessica Mégane; Nuno Lourenço 002; Penousal Machado (GECCO, 2022)

Herb: Privacy-preserving Random Forest with Partially Homomorphic Encryption. - Qianying Liao; Bruno Cabral 001; João Paulo Fernandes; Nuno Lourenço 002 (IJCNN, 2022)

On the Use of Deep Graph CNN to Detect Vulnerable C Functions. - José D'Abruzzo Pereira; Nuno Lourenço 002; Marco Vieira (LADC, 2022)

HERB+: Evolving an Industrial-Strength Privacy-Preserving Machine Learning Framework. - Qianying Liao; Alexandre Cortez Santos; Bruno Cabral 001; João Paulo Fernandes; Nuno Lourenço 002 (PRDC, 2022)

Strategies for Improving the Error Robustness of Convolutional Neural Networks. - António Morais; Raul Barbosa; Nuno Lourenço 002; Frederico Cerveira; Michele Lombardi 001; Henrique Madeira (QRS, 2022)

On the Democratization of Machine Learning Pipelines. - Alexandre Carqueja; Bruno Cabral 001; João Paulo Fernandes; Nuno Lourenço 002 (SSCI, 2022)

Editorial Introduction. - Leonardo Trujillo; Ting Hu 001; Nuno Lourenço 002; Mengjie Zhang 001 (Genet. Program. Evolvable Mach., 2022)

Context Matters: Adaptive Mutation for Grammars. - Pedro Carvalho; Jessica Mégane; Nuno Lourenço 002; Penousal Machado (EuroGP, 2023)

All You Need is Sex for Diversity. - José Maria Simões; Nuno Lourenço 002; Penousal Machado (EuroGP, 2023)

Automatic Design of Telecom Networks with Genetic Algorithms. - João Correia 001; Gustavo Gama; João Tiago Guerrinha; Ricardo Cadime; Pedro Antero Carvalhido; Tiago Vieira; Nuno Lourenço 002 (EvoApplications@EvoStar, 2023)

Reducing the Price of Stable Cable Stayed Bridges with CMA-ES. - Gabriel Fernandes; Nuno Lourenço 002; João Correia 001 (EvoApplications@EvoStar, 2023)

Under the Hood of Transfer Learning for Deep Neuroevolution. - Stefano Sarti; Nuno Lourenço 002; Jason Adair; Penousal Machado; Gabriela Ochoa (EvoApplications@EvoStar, 2023)

SPENSER: Towards a NeuroEvolutionary Approach for Convolutional Spiking Neural Networks. - Henrique Branquinho; Nuno Lourenço 002; Ernesto Costa (GECCO Companion, 2023)

Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies. - Victor Costa; Nuno Lourenço 002; João Correia 001; Penousal Machado (GECCO Companion, 2023)

Comparing Individual Representations in Grammar-Guided Genetic Programming for Glucose Prediction in People with Diabetes. - Leon Ingelse; José Ignacio Hidalgo; José Manuel Colmenar; Nuno Lourenço 002; Alcides Fonseca (GECCO Companion, 2023)

The Influence of Probabilistic Grammars on Evolution. - Jessica Mégane; Nuno Lourenço 002; Penousal Machado; Dirk Schweim (GECCO Companion, 2023)

Initialisation in Structured Grammatical Evolution. - Aidan Murphy; Nuno Lourenço 002; Anthony Ventresque (GECCO Companion, 2023)

Biological insights on grammar-structured mutations improve fitness and diversity. - Stefano Tiso; Pedro Carvalho; Nuno Lourenço 002; Penousal Machado (GECCO, 2023)

Understanding the Forest: A Visualization Tool to Support Decision Tree Analysis. - Catarina Maçãs; João R. Campos; Nuno Lourenço 002 (IV, 2023)

Towards Contextual Glyph Design: Visualizing Hearing Screenings. - Barbara Nascimento Ramos; Catarina Maçãs; Nuno Lourenço 002; Evgheni Polisciuc (IV, 2023)

Structured mutation inspired by evolutionary theory enriches population performance and diversity. - Stefano Tiso; Pedro Carvalho; Nuno Lourenço 002; Penousal Machado (CoRR, 2023)

A supervised machine learning model for determining lubricant oil operating conditions. - Roney Malaguti; Nuno Lourenço 002; Cristóvão Silva (Expert Syst. J. Knowl. Eng., 2023)

Grammar-Based Evolution of Polyominoes. - Jessica Mégane; Eric Medvet; Nuno Lourenço 002; Penousal Machado (EuroGP, 2024)

Towards Physical Plausibility in Neuroevolution Systems. - Gabriel Cortês; Nuno Lourenço 002; Penousal Machado (EvoApplications@EvoStar, 2024)

A Comparison of Feature Engineering Techniques for Hearing Loss. - Miguel Rabuge; Nuno Lourenço 002 (GECCO Companion, 2024)

Exploring Layerwise Adversarial Robustness Through the Lens of t-SNE. - Inês Valentim; Nuno Antunes; Nuno Lourenço 002 (GECCO Companion, 2024)

From Pixels to Metal: AI-Empowered Numismatic Art. - Penousal Machado; Tiago Martins; João Correia 001; Luís Espírito Santo; Nuno Lourenço 002; João Miguel Cunha; Sérgio Rebelo 002; Pedro Martins 003; João Bicker (IJCAI, 2024)

Decision Tree Based Wrappers for Hearing Loss. - Miguel Rabuge; Nuno Lourenço 002 (PPSN (1), 2024)

Deep Reinforcement Learning-Based Multi-Access in Massive Machine-Type Communication. - Nasim Ravi; Nuno Lourenço 002; Marília Curado; Edmundo Monteiro (IEEE Access, 2024)

GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS. - Gabriel Cortês; Nuno Lourenço 002; Penousal Machado (CoRR, 2024)

Visualisation of Random Forest classification. - Catarina Maçãs; João R. Campos; Nuno Lourenço 002; Penousal Machado (Inf. Vis., 2024)

ENERGIZE. - Gabriel Cortês; Nuno Lourenço 002; Penousal Machado (Zenodo, 2024)

How to Improve Neural Network Training Using Evolutionary Algorithms. - Pedro Carvalho; Nuno Lourenço 002; Penousal Machado (SN Comput. Sci., 2024)

An investigation into structured grammatical evolution initialisation. - Aidan Murphy; Mahsa Mahdinejad; Anthony Ventresque; Nuno Lourenço 002 (Genet. Program. Evolvable Mach., 2024)

Contribution of Probabilistic Structured Grammatical Evolution to efficient exploration of the search space. A case study in glucose prediction. - Jessica Mégane; Nuno Lourenço 002; J. Ignacio Hidalgo; Penousal Machado (GECCO, 2025)

Desire-Driven Selection: An Epigenetic Experiment in Genetic Programming. - José Maria Simões; Nuno Lourenço 002; Penousal Machado (GECCO, 2025)

GreenFactory: Ensembling Zero-Cost Proxies to Estimate Performance of Neural Networks. - Gabriel Cortês; Nuno Lourenço 002; Paolo Romano 002; Penousal Machado (CoRR, 2025)

A comparison of representations in grammar-guided genetic programming in the context of glucose prediction in people with diabetes. - Leon Ingelse; José Ignacio Hidalgo; J. Manuel Colmenar; Nuno Lourenço 002; Alcides Fonseca (Genet. Program. Evolvable Mach., 2025)

On the Dynamics of Mating Preferences in Genetic Programming. - José Maria Simões; Nuno Lourenço 002; Penousal Machado (Memetic Comput., 2025)

A noise-assistant network for tampering detection via inconspicuous feature enhancement and multi-perspective perception. - Zhiyao Xie; Xiaochen Yuan; Chan-Tong Lam; Guoheng Huang; Nuno Lourenço 002 (Expert Syst. Appl., 2026)