Penousal Machado

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 189

Top Venues

CoRR

EvoMUSART

ICCC

Publications

Gabriel Cortês, Nuno Lourenço, Penousal Machado
Towards Physical Plausibility in Neuroevolution Systems. EvoApplications@EvoStar (2024)
João Macedo, Habtom Kahsay Gidey, Karina Brotto Rebuli, Penousal Machado
Evolving User Interfaces: A Neuroevolution Approach for Natural Human-Machine Interaction. EvoMUSART (2024)
Zheng Xing, Chan-Tong Lam, Xiaochen Yuan, Sio Kei Im, Penousal Machado
MMQW: Multi-Modal Quantum Watermarking Scheme. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Gabriel Cortês, Nuno Lourenço, Penousal Machado
Towards Physical Plausibility in Neuroevolution Systems. CoRR (2024)
Sérgio M. Rebelo, Juan Julián Merelo, João Bicker, Penousal Machado
Evaluation Metrics for Automated Typographic Poster Generation. EvoMUSART (2024)
Sérgio M. Rebelo, Juan Julián Merelo, João Bicker, Penousal Machado
Evaluation Metrics for Automated Typographic Poster Generation. CoRR (2024)
João Macedo, Daniel Lopes, João Correia, Penousal Machado, Ernesto Costa
Evolving Visually-Diverse Graphic Design Posters. EvoMUSART (2024)
Pedro Carvalho, Nuno Lourenço, Penousal Machado
How to Improve Neural Network Training Using Evolutionary Algorithms. SN Comput. Sci. 5 (6) (2024)
Solange Margarido, Licínio Roque, Penousal Machado, Pedro Martins
Boosting Mixed-Initiative Co-Creativity in Game Design: A Tutorial. CoRR (2024)
Adriano Vinhas, João Correia, Penousal Machado
Towards Evolution of Deep Neural Networks through Contrastive Self-Supervised Learning. CEC (2024)
Adriano Vinhas, João Correia, Penousal Machado
Towards evolution of Deep Neural Networks through contrastive Self-Supervised learning. CoRR (2024)
Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
Exploring Evolutionary Generators within Generative Adversarial Networks. GECCO Companion (2024)
Jessica Mégane, Eric Medvet, Nuno Lourenço, Penousal Machado
Grammar-Based Evolution of Polyominoes. EuroGP (2024)
Penousal Machado, João Correia
Evolutionary Art and Design in the Machine Learning Era. GECCO Companion (2024)
Pedro Carvalho, Jessica Mégane, Nuno Lourenço, Penousal Machado
Context Matters: Adaptive Mutation for Grammars. EuroGP (2023)
Pedro Carvalho, Jessica Mégane, Nuno Lourenço, Penousal Machado
Context Matters: Adaptive Mutation for Grammars. CoRR (2023)
Daniel Lopes, João Correia, Penousal Machado
EvoDesigner: Aiding the Exploration of Innovative Graphic Design Solutions. EvoMUSART@EvoStar (2023)
Stefano Tiso, Pedro Carvalho, Nuno Lourenço, Penousal Machado
Biological insights on grammar-structured mutations improve fitness and diversity. GECCO (2023)
Tiago Martins, João Miguel Cunha, João Correia, Penousal Machado
Towards the Evolution of Prompts with MetaPrompter. EvoMUSART@EvoStar (2023)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies. GECCO Companion (2023)
Zheng Xing, Chan-Tong Lam, Xiaochen Yuan, Guoheng Huang, Penousal Machado
A novel geometrically invariant quantum watermarking scheme utilizing Quantum Error Correction. J. King Saud Univ. Comput. Inf. Sci. 35 (10) (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)
Jéssica Parente, Luís Gonçalo, Tiago Martins, João Miguel Cunha, João Bicker, Penousal Machado
Using Autoencoders to Generate Skeleton-Based Typography. EvoMUSART@EvoStar (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)
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)
M. Luz Castro, Penousal Machado, Iria Santos, Nereida Rodriguez-Fernandez, Alvaro Torrente-Patiño, Adrián Carballal
State of the Art on Artificial Intelligence in Land Use Simulation. Complex. 2022 (2022)
Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
Exploring Genetic Programming in TensorFlow with TensorGP. SN Comput. Sci. 3 (2) (2022)
António Cruz, Joel P. Arrais, Penousal Machado
Multivariate Data Exploration Through Coordinated Views. IEEE Access 10 (2022)
Pedro Silva, Catarina Maçãs, João Correia, Penousal Machado, Evgheni Polisciuc
ANTENNA: Visual Analytics of Mobility Derived from Cellphone Data. VISIGRAPP (Revised Selected Papers) (2022)
Penousal Machado, Francisco Baeta, Tiago Martins, João Correia
GP-Based Generative Adversarial Models. GPTP (2022)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies. CoRR (2022)
Sérgio M. Rebelo, Tiago Martins, Artur Rebelo, João Bicker, Penousal Machado
Using Computational Approaches in Visual Identity Design: A Visual Identity for the Design and Multimedia Courses of Faculty of Sciences and Technology of University of Coimbra. CoRR (2022)
Jessica Mégane, Nuno Lourenço, Penousal Machado
Probabilistic Structured Grammatical Evolution. CEC (2022)
Ana Rodrigues, Bruna Sousa, Amílcar Cardoso, Penousal Machado
"Found in Translation": An Evolutionary Framework for Auditory-Visual Relationships. Entropy 24 (12) (2022)
Pedro Carvalho, Nuno Lourenço, Penousal Machado
Evolving Adaptive Neural Network Optimizers for Image Classification. EuroGP (2022)
Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
TGPGAN: towards expression-based generative adversarial networks. GECCO Companion (2022)
Jessica Mégane, Nuno Lourenço, Penousal Machado
Co-evolutionary probabilistic structured grammatical evolution. GECCO (2022)
Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
Exploring expression-based generative adversarial networks. GECCO Companion (2022)
Sérgio M. Rebelo, Mariana Seiça, Pedro Martins, João Bicker, Penousal Machado
ESSYS* Sharing #UC: An Emotion-driven Audiovisual Installation. CoRR (2022)
Pedro Silva, Daniel Lopes, Pedro Martins, Penousal Machado
Field of Leaves: An Interactive Installation Sprouting Leaves Out of Public Money. Proc. ACM Comput. Graph. Interact. Tech. 5 (4) (2022)
Jéssica Parente, Tiago Martins, João Bicker, Penousal Machado
SpeechTyper: From Speech to Typographic Composition. EvoMUSART (2022)
Jessica Mégane, Nuno Lourenço, Penousal Machado
Probabilistic Structured Grammatical Evolution. CoRR (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)
António Cruz, Joel P. Arrais, Penousal Machado
Force-Directed Timelines: Visualizing & Exploring Temporal Patterns. Big Data Res. 27 (2022)
Solange Margarido, Penousal Machado, Licínio Roque, Pedro Martins
Let's Make Games Together: Explainability in Mixed-initiative Co-creative Game Design. CoG (2022)
Jessica Mégane, Nuno Lourenço, Penousal Machado
Co-evolutionary Probabilistic Structured Grammatical Evolution. CoRR (2022)
Catarina Maçãs, Evgheni Polisciuc, Penousal Machado
ATOVis - A visualisation tool for the detection of financial fraud. Inf. Vis. 21 (4) (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)
Juan Romero, Penousal Machado
Neural networks in art, sound and design. Neural Comput. Appl. 33 (1) (2021)
Luís Gonçalo, João Miguel Cunha, Penousal Machado
Towards a Visual Language Using Neural Networks. ICCC (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)
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)
Sérgio M. Rebelo, Tiago Martins, João Bicker, Penousal Machado
Exploring Automatic Fitness Evaluation for Evolutionary Typesetting. Creativity & Cognition (2021)
João Correia, Leonardo Vieira, Nereida Rodriguez-Fernandez, Juan Romero, Penousal Machado
Evolving Image Enhancement Pipelines. EvoMUSART (2021)
Pedro Silva, Catarina Maçãs, Evgheni Polisciuc, Penousal Machado
Visualisation Tool to Support Fraud Detection. IV (2021)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Demonstrating the Evolution of GANs through t-SNE. CoRR (2021)
Penousal Machado
Evolutionary art and design: representation, fitness and interaction. GECCO Companion (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)
Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
TensorGP - Genetic Programming Engine in TensorFlow. EvoApplications (2021)
Jessica Mégane, Nuno Lourenço, Penousal Machado
Probabilistic Grammatical Evolution. CoRR (2021)
Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
Speed Benchmarking of Genetic Programming Frameworks. CoRR (2021)
Bruna Sousa, Nuno Coelho, Penousal Machado
Unreachable: The physical impossibility of digital displays. ARTECH (2021)
Mariana Seiça, João Couceiro e Castro, Sérgio Rebelo, Pedro Martins, Ana Boavida, Penousal Machado
Casa das Máquinas: An Artificial Dialogue of Portuguese Poetry. ICEC (2021)
Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
Speed benchmarking of genetic programming frameworks. GECCO (2021)
Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado
Fast-DENSER: Fast Deep Evolutionary Network Structured Representation. SoftwareX 14 (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)
Daniel Lopes, Jéssica Parente, Pedro Silva, Licínio Roque, Penousal Machado
Performing Creativity With Computational Tools. CoRR (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)
Sérgio Rebelo, João Bicker, Penousal Machado
Evolutionary Experiments in Typesetting of Letterpress-Inspired Posters. ICCC (2020)
Juan Romero, Antonino Santos, Adrián Carballal, Nereida Rodriguez-Fernandez, Iria Santos, Alvaro Torrente-Patiño, Juan Tuñas, Penousal Machado
A Genetic Programming-Based Low-Level Instructions Robot for Realtimebattle. Entropy 22 (12) (2020)
Catarina Maçãs, Evgheni Polisciuc, Penousal Machado
VaBank: Visual Analytics for Banking Transactions. IV (2020)
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)
João Miguel Cunha, Pedro Martins, Penousal Machado
Ever-changing Flags: Impact and Ethics of Modifying National Symbols. ICCC (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)
Pedro Silva, Pedro Martins, Penousal Machado
Money Leave(s) Portugal: an Aesthetic Exploration of Public Investments. IV (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)
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, Penousal Machado
Let's Figure This Out: A Roadmap for Visual Conceptual Blending. ICCC (2020)
João Miguel Cunha, Pedro Martins, Nuno Lourenço, Penousal Machado
Emojinating Co-Creativity: Integrating Self-Evaluation and Context-Adaptation. ICCC (2020)
Catarina Maçãs, Evgheni Polisciuc, Penousal Machado
GlyphSOMe: Using SOM with Data Glyphs for Customer Profiling. VISIGRAPP (3: IVAPP) (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)
António Cruz, Penousal Machado, Joel P. Arrais
CroP - Coordinated Panel visualization for biological networks analysis. Bioinform. 36 (4) (2020)
Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
Using Skill Rating as Fitness on the Evolution of GANs. CoRR (2020)
Jéssica Parente, Tiago Martins, João Bicker, Penousal Machado
Which type is your type? ICCC (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Penousal Machado