João Correia

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 58

Top Topics

Genetic Programming

Image Enhancement

Space Exploration

Top Venues

EvoApplications

Publications

Gabriel Fernandes, Nuno Lourenço, João Correia
Reducing the Price of Stable Cable Stayed Bridges with CMA-ES. CoRR (2023)
Daniel Lopes, João Correia, Penousal Machado
EvoDesigner: Aiding the Exploration of Innovative Graphic Design Solutions. EvoMUSART@EvoStar (2023)
Tiago Martins, João Miguel Cunha, João Correia, Penousal Machado
Towards the Evolution of Prompts with MetaPrompter. EvoMUSART@EvoStar (2023)
João Correia, Luís Louro, Sérgio Monteiro, Wolfram Erlhagen, Estela Bicho
Navigation and docking maneuvers control of an autonomous omnidirectional platform in a dynamic internal logistics environment. ICARSC (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)
João Correia, Daniel Lopes, Leonardo Vieira, Nereida Rodriguez-Fernandez, Adrián Carballal, Juan Romero, Penousal Machado
Experiments in evolutionary image enhancement with ELAINE. Genet. Program. Evolvable Mach. 23 (4) (2022)
Sofia Pereira, João Correia, Penousal Machado
Evolving Data Augmentation Strategies. EvoApplications (2022)
João Correia, Plinio Moreno, João Avelino
Pedestrian Intention Anticipation with Uncertainty Based Decision for Autonomous Driving. IRC (2022)
João Capela, João Correia, Vitor Pereira, Miguel Rocha
Development of Deep Learning approaches to predict relationships between chemical structures and sweetness. IJCNN (2022)
Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
Exploring Genetic Programming in TensorFlow with TensorGP. SN Comput. Sci. 3 (2) (2022)
João Correia, Rafael Carreira, Vitor Pereira, Miguel Rocha
Predicting the number of biochemical transformations needed to synthesize a compound. IJCNN (2022)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies. CoRR (2022)
Delora Baptista, João Correia, Bruno Pereira, Miguel Rocha
Evaluating molecular representations in machine learning models for drug response prediction and interpretability. J. Integr. Bioinform. 19 (3) (2022)
Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
TGPGAN: towards expression-based generative adversarial networks. GECCO Companion (2022)
Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
Exploring expression-based generative adversarial networks. GECCO Companion (2022)
Daniel Lopes, João Correia, Penousal Machado
EvoDesigner: Towards Aiding Creativity in Graphic Design. EvoMUSART (2022)
Pedro Silva, Catarina Maçãs, João Correia, Penousal Machado, Evgheni Polisciuc
ANTENNA: A Tool for Visual Analysis of Urban Mobility based on Cell Phone Data. VISIGRAPP (3: IVAPP) (2022)
Daniel Lopes, João Correia, Penousal Machado
EvoDesigner: Evolving Poster Layouts. Entropy 24 (12) (2022)
Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
TensorGP - Genetic Programming Engine in TensorFlow. CoRR (2021)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Improved evolution of generative adversarial networks. GECCO Companion (2021)
João Correia, Rui Mendes
Neural Complexity Assessment: A Deep Learning Approach to Readability Classification for European Portuguese Corpora. IDEAL (2021)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Demonstrating the Evolution of GANs Through t-SNE. EvoApplications (2021)
João Correia, Tiago Martins, Sérgio Rebelo, João Bicker, Penousal Machado
The X-Faces Behind the Portraits of No One. SN Comput. Sci. 2 (4) (2021)
João Correia, Leonardo Vieira, Nereida Rodriguez-Fernandez, Juan Romero, Penousal Machado
Evolving Image Enhancement Pipelines. EvoMUSART (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)
Delora Baptista, João Correia, Bruno Pereira, Miguel Rocha
A Comparison of Different Compound Representations for Drug Sensitivity Prediction. PACBB (2021)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Demonstrating the Evolution of GANs through t-SNE. CoRR (2021)
Tiago Sousa, João Correia, Vitor Pereira, Miguel Rocha
Combining Multi-objective Evolutionary Algorithms with Deep Generative Models Towards Focused Molecular Design. EvoApplications (2021)
Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
TensorGP - Genetic Programming Engine in TensorFlow. EvoApplications (2021)
Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
Speed Benchmarking of Genetic Programming Frameworks. CoRR (2021)
Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
Speed benchmarking of genetic programming frameworks. GECCO (2021)
Tiago Sousa, João Correia, Vitor Pereira, Miguel Rocha
Generative Deep Learning for Targeted Compound Design. J. Chem. Inf. Model. 61 (11) (2021)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Exploring the Evolution of GANs through Quality Diversity. CoRR (2020)
Tiago Martins, João Correia, Sérgio Rebelo, João Bicker, Penousal Machado
Portraits of No One: An Interactive Installation. EvoMUSART (2020)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Using Skill Rating as Fitness on the Evolution of GANs. EvoApplications (2020)
Tiago Martins, João Correia, Sérgio Rebelo, João Bicker, Penousal Machado
Portraits of No One: An Internet Artwork. ACM Multimedia (2020)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Exploring the evolution of GANs through quality diversity. GECCO (2020)
João Correia, Fernando Ferreira
Designing Cable-Stayed Bridges with Genetic Algorithms. EvoApplications (2020)
Daniel Lopes, João Correia, Penousal Machado
Adea - Evolving glyphs for aiding creativity in typeface design. GECCO Companion (2020)
Paulo Fernandes, João Correia, Penousal Machado
Evolutionary Latent Space Exploration of Generative Adversarial Networks. EvoApplications (2020)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Using Skill Rating as Fitness on the Evolution of GANs. CoRR (2020)
João Correia, Fernando Ferreira, Catarina Maçãs
Cable-stayed bridge optimization solution space exploration. GECCO Companion (2020)
Paulo Fernandes, João Correia, Penousal Machado
Towards Latent Space Exploration for Classifier Improvement. ADGN@ECAI (2020)
Ping Xiao, Hannu Toivonen, Oskar Gross, Amílcar Cardoso, João Correia, Penousal Machado, Pedro Martins, Hugo Gonçalo Oliveira, Rahul Sharma, Alexandre Miguel Pinto, Alberto Díaz, Virginia Francisco, Pablo Gervás, Raquel Hervás, Carlos León, Jamie Forth, Matthew Purver, Geraint A. Wiggins, Dragana Miljkovic, Vid Podpecan, Senja Pollak, Jan Kralj, Martin Znidarsic, Marko Bohanec, Nada Lavrac, Tanja Urbancic, Frank van der Velde, Stuart Adam Battersby
Conceptual Representations for Computational Concept Creation. ACM Comput. Surv. 52 (1) (2019)
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)
João Correia, Tiago Resende, Delora Baptista, Miguel Rocha
Artificial Intelligence in Biological Activity Prediction. PACBB (2019)
Tiago Martins, João Correia, Ernesto Costa, Penousal Machado
Evolving Stencils for Typefaces: Combining Machine Learning, User's Preferences and Novelty. Complex. 2019 (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)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
COEGAN: evaluating the coevolution effect in generative adversarial networks. GECCO (2019)
João Correia, Tiago Martins, Penousal Machado
Evolutionary data augmentation in deep face detection. GECCO (Companion) (2019)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
COEGAN: Evaluating the Coevolution Effect in Generative Adversarial Networks. CoRR (2019)
Tiago Martins, João Correia, Ernesto Costa, Penousal Machado
Evotype: Towards the Evolution of Type Stencils. CoRR (2018)
Tiago Martins, João Correia, Ernesto Costa, Penousal Machado
Evotype: Towards the Evolution of Type Stencils. EvoMUSART (2018)
Adrián Carballal, Antonino Santos, Juan Romero, Penousal Machado, João Correia, Luz Castro
Distinguishing paintings from photographs by complexity estimates. Neural Comput. Appl. 30 (6) (2018)
João Correia, Tiago Martins, Pedro Martins, Penousal Machado
X-Faces: The eXploit Is Out There. ICCC (2016)
Adriano Vinhas, Filipe Assunção, João Correia, Anikó Ekárt, Penousal Machado
Fitness and Novelty in Evolutionary Art. EvoMUSART (2016)
Tiago Martins, João Correia, Ernesto Costa, Penousal Machado
Evotype: From Shapes to Glyphs. GECCO (2016)
Penousal Machado, Adriano Vinhas, João Correia, Anikó Ekárt
Evolving Ambiguous Images. IJCAI (2015)
Penousal Machado, Adriano Vinhas, João Correia, Anikó Ekárt
Evolving ambiguous images. AI Matters 2 (1) (2015)
Filipe Assunção, João Correia, Pedro Martins, Penousal Machado
Evolving Families of Shapes. IJCAI (2015)
Amílcar Cardoso, Pedro Martins, Filipe Assunção, João Correia, Penousal Machado
A Distributed Approach to Computational Creativity. IDC (2015)
Tiago Martins, João Correia, Ernesto Costa, Penousal Machado
Evotype: Evolutionary Type Design. EvoMUSART (2015)
Adrián Carballal, Luz Castro, Rebeca Perez, João Correia
Detecting Bias on Aesthetic Image Datasets. Int. J. Creative Interfaces Comput. Graph. 5 (2) (2014)
Penousal Machado, João Correia
Semantic aware methods for evolutionary art. GECCO (2014)
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)
João Correia, Penousal Machado, Juan Romero, Adrián Carballal
Feature Selection and Novelty in Computational Aesthetics. EvoMUSART (2013)
Gabriel Fernandes, Nuno Lourenço, João Correia
Reducing the Price of Stable Cable Stayed Bridges with CMA-ES. EvoApplications@EvoStar (2013)
João Correia, Penousal Machado, Juan Romero, Adrián Carballal
Evolving Figurative Images Using Expression-Based Evolutionary Art. ICCC (2013)
Penousal Machado, João Correia, Juan Romero
Expression-Based Evolution of Faces. EvoMUSART (2012)
Penousal Machado, João Correia, Juan Romero
Improving Face Detection. EuroGP (2012)
João Correia, Penousal Machado, Juan Romero
Improving haar cascade classifiers through the synthesis of new training examples. GECCO (Companion) (2012)
José Miguel Sales Dias, Rafael Bastos, João Correia, Rodrigo Vicente
Semi-Automatic 3D Reconstruction of Urban Areas Using Epipolar Geometry and Template Matching. Comput. Aided Civ. Infrastructure Eng. 21 (7) (2006)
Catarina Ribeiro, Ricardo Santos, João Correia, Rui Pedro Chaves, Palmira Marrafa
INQUER: A WordNet-based Question-Answering Application. LREC (2004)