Improving Face Detection. - Penousal Machado; João Correia 001; Juan Romero (EuroGP, 2012)

Expression-Based Evolution of Faces. - Penousal Machado; João Correia 001; Juan Romero (EvoMUSART, 2012)

Improving haar cascade classifiers through the synthesis of new training examples. - João Correia 001; Penousal Machado; Juan Romero (GECCO (Companion), 2012)

Feature Selection and Novelty in Computational Aesthetics. - João Correia 001; Penousal Machado; Juan Romero; Adrián Carballal (EvoMUSART, 2013)

Evolving Figurative Images Using Expression-Based Evolutionary Art. - João Correia 001; Penousal Machado; Juan Romero; Adrián Carballal (ICCC, 2013)

Semantic aware methods for evolutionary art. - Penousal Machado; João Correia 001 (GECCO, 2014)

Detecting Bias on Aesthetic Image Datasets. - Adrián Carballal; Luz Castro; Rebeca Perez; João Correia 001 (Int. J. Creative Interfaces Comput. Graph., 2014)

Evotype: Evolutionary Type Design. - Tiago Martins; João Correia 001; Ernesto Costa; Penousal Machado (EvoMUSART, 2015)

A Distributed Approach to Computational Creativity. - Amílcar Cardoso; Pedro Martins 003; Filipe Assunção; João Correia 001; Penousal Machado (IDC, 2015)

Evolving Families of Shapes. - Filipe Assunção; João Correia 001; Pedro Martins 003; Penousal Machado (IJCAI, 2015)

Evolving Ambiguous Images. - Penousal Machado; Adriano Vinhas; João Correia 001; Anikó Ekárt (IJCAI, 2015)

Graph-Based Evolutionary Art. - Penousal Machado; João Correia 001; Filipe Assunção (Handbook of Genetic Programming Applications, 2015)

Fitness and Novelty in Evolutionary Art. - Adriano Vinhas; Filipe Assunção; João Correia 001; Anikó Ekárt; Penousal Machado (EvoMUSART, 2016)

Evotype: From Shapes to Glyphs. - Tiago Martins; João Correia 001; Ernesto Costa; Penousal Machado (GECCO, 2016)

X-Faces: The eXploit Is Out There. - João Correia 001; Tiago Martins; Pedro Martins 003; Penousal Machado (ICCC, 2016)

Evotype: Towards the Evolution of Type Stencils. - Tiago Martins; João Correia 001; Ernesto Costa; Penousal Machado (EvoMUSART, 2018)

Distinguishing paintings from photographs by complexity estimates. - Adrián Carballal; Antonino Santos; Juan Romero; Penousal Machado; João Correia 001; Luz Castro (Neural Comput. Appl., 2018)

Breaking the Mould An Evolutionary Quest for Innovation Through Style Change. - João Correia 001; Penousal Machado; Juan Romero; Pedro Martins 003; F. Amílcar Cardoso (Computational Creativity, 2019)

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

Evolutionary data augmentation in deep face detection. - João Correia 001; Tiago Martins; Penousal Machado (GECCO (Companion), 2019)

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

Evolving Stencils for Typefaces: Combining Machine Learning, User's Preferences and Novelty. - Tiago Martins; João Correia 001; Ernesto Costa; Penousal Machado (Complex., 2019)

Conceptual Representations for Computational Concept Creation. - Ping Xiao; Hannu Toivonen; Oskar Gross; Amílcar Cardoso; João Correia 001; Penousal Machado; Pedro Martins 003; Hugo Gonçalo Oliveira; Rahul Sharma 008; Alexandre Miguel Pinto; Alberto Díaz 001; Virginia Francisco; et al. (ACM Comput. Surv., 2019)

Towards Latent Space Exploration for Classifier Improvement. - Paulo Fernandes 006; João Correia 001; Penousal Machado (ADGN@ECAI, 2020)

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

Evolutionary Latent Space Exploration of Generative Adversarial Networks. - Paulo Fernandes 006; João Correia 001; Penousal Machado (EvoApplications, 2020)

Portraits of No One: An Interactive Installation. - Tiago Martins; João Correia 001; Sérgio Rebelo 002; João Bicker; Penousal Machado (EvoMUSART, 2020)

Cable-stayed bridge optimization solution space exploration. - João Correia 001; Fernando Ferreira; Catarina Maçãs (GECCO Companion, 2020)

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

Adea - Evolving glyphs for aiding creativity in typeface design. - Daniel Lopes; João Correia 001; Penousal Machado (GECCO Companion, 2020)

Portraits of No One: An Internet Artwork. - Tiago Martins; João Correia 001; Sérgio Rebelo 002; João Bicker; Penousal Machado (ACM Multimedia, 2020)

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

TensorGP - Genetic Programming Engine in TensorFlow. - Francisco Baeta; João Correia 001; Tiago Martins; Penousal Machado (EvoApplications, 2021)

Evolving Image Enhancement Pipelines. - João Correia 001; Leonardo Vieira; Nereida Rodriguez-Fernandez; Juan Romero; Penousal Machado (EvoMUSART, 2021)

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

Speed benchmarking of genetic programming frameworks. - Francisco Baeta; João Correia 001; Tiago Martins; Penousal Machado (GECCO, 2021)

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

The X-Faces Behind the Portraits of No One. - João Correia 001; Tiago Martins; Sérgio Rebelo 002; João Bicker; Penousal Machado (SN Comput. Sci., 2021)

EvoDesigner: Towards Aiding Creativity in Graphic Design. - Daniel Lopes; João Correia 001; Penousal Machado (EvoMUSART, 2022)

Evolving Data Augmentation Strategies. - Sofia Pereira; João Correia 001; Penousal Machado (EvoApplications, 2022)

TGPGAN: towards expression-based generative adversarial networks. - Francisco Baeta; João Correia 001; Tiago Martins; Penousal Machado (GECCO Companion, 2022)

Exploring expression-based generative adversarial networks. - Francisco Baeta; João Correia 001; Tiago Martins; Penousal Machado (GECCO Companion, 2022)

GP-Based Generative Adversarial Models. - Penousal Machado; Francisco Baeta; Tiago Martins; João Correia 001 (GPTP, 2022)

ANTENNA: Visual Analytics of Mobility Derived from Cellphone Data. - Pedro Silva; Catarina Maçãs; João Correia 001; Penousal Machado; Evgheni Polisciuc (VISIGRAPP (Revised Selected Papers), 2022)

ANTENNA: A Tool for Visual Analysis of Urban Mobility based on Cell Phone Data. - Pedro Silva; Catarina Maçãs; João Correia 001; Penousal Machado; Evgheni Polisciuc (VISIGRAPP (3: IVAPP), 2022)

Experiments in evolutionary image enhancement with ELAINE. - João Correia 001; Daniel Lopes; Leonardo Vieira; Nereida Rodriguez-Fernandez; Adrián Carballal; Juan Romero; Penousal Machado (Genet. Program. Evolvable Mach., 2022)

Exploring Genetic Programming in TensorFlow with TensorGP. - Francisco Baeta; João Correia 001; Tiago Martins; Penousal Machado (SN Comput. Sci., 2022)

EvoDesigner: Evolving Poster Layouts. - Daniel Lopes; João Correia 001; Penousal Machado (Entropy, 2022)

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)

EvoDesigner: Aiding the Exploration of Innovative Graphic Design Solutions. - Daniel Lopes; João Correia 001; Penousal Machado (EvoMUSART@EvoStar, 2023)

Towards the Evolution of Prompts with MetaPrompter. - Tiago Martins; João Miguel Cunha; João Correia 001; Penousal Machado (EvoMUSART@EvoStar, 2023)

Generating Adversarial Examples through Latent Space Exploration of Generative Adversarial Networks. - Luana Clare; João Correia 001 (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)

Towards the Automatic Evaluation of Visual Balance for Graphic Design Posters. - Daniel Lopes; João Correia 001; Penousal Machado (ICCC, 2023)

Towards the Automatic Customisation of Editable Graphics. - Daniel Lopes; João Correia 001; Penousal Machado (ICCC, 2023)

Towards Evolution of Deep Neural Networks through Contrastive Self-Supervised Learning. - Adriano Vinhas; João Correia 001; Penousal Machado (CEC, 2024)

A Comparative Analysis of Evolutionary Adversarial One-Pixel Attacks. - Luana Clare; Alexandra Marques; João Correia 001 (EvoApplications@EvoStar, 2024)

Evolving Visually-Diverse Graphic Design Posters. - João Macedo; Daniel Lopes; João Correia 001; Penousal Machado; Ernesto Costa (EvoMUSART, 2024)

Exploring Evolutionary Generators within Generative Adversarial Networks. - Francisco Baeta; João Correia 001; Tiago Martins; Penousal Machado (GECCO Companion, 2024)

Evolutionary Art and Design in the Machine Learning Era. - Penousal Machado; João Correia 001 (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)

Towards Robust Evaluation of Aesthetic and Photographic Quality Metrics: Insights from a Comprehensive Dataset. - Iria Santos; Miguel A. Casal; João Correia 001; Alvaro Torrente-Patiño; Penousal Machado; Juan Romero (Complex., 2024)

EDCA - An Evolutionary Data-Centric AutoML Framework for Efficient Pipelines. - Joana Simões; João Correia 001 (EvoApplications (2), 2025)

Towards the Automatic Evaluation of Legibility for Graphic Design Posters. - Daniel Lopes; João Macedo; Iria Santos; Alvaro Torrente-Patiño; João Correia 001; Penousal Machado (EvoMUSART, 2025)

Evolutionary algorithms meet self-supervised learning: a comprehensive survey. - Adriano Vinhas; João Correia 001; Penousal Machado (CoRR, 2025)