Penousal Machado

301 papers A* 6A 14B 32C 56Misc 7Journal 96Unranked 69

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Boosting Mixed-Initiative Co-Creativity in Game Design: A Tutorial. ACM Comput. Surv. Solange Margarido, Penousal Machado, Licínio Roque, Pedro Martins
2026	J	`jnl`	ENERGIZE: A Neuroevolution Framework for Energy-Efficient Machine Learning. IEEE Trans. Evol. Comput. Gabriel Cortês, Nuno Lourenço, Penousal Machado
2026	J	`jnl`	Exploring grammar-guided design and evolution of polyominoes with modular soft robots. Genet. Program. Evolvable Mach. Jessica Mégane, Eric Medvet, Nuno Lourenço, Penousal Machado
2025	J	`jnl`	Adaptive Quantum Scaling Model for Histogram Distribution-based Quantum Watermarking. CoRR Zheng Xing, Chan-Tong Lam, Xiaochen Yuan, Sio Kei Im, Penousal Machado
2025	C	`ed.`	Artificial Intelligence in Music, Sound, Art and Design - 14th International Conference, EvoMUSART 2025, Held as Part of EvoStar 2025, Trieste, Italy, April 23-25, 2025, Proceedings EvoMUSART Penousal Machado, Colin G. Johnson, Iria Santos
2025	A	`conf`	Contribution of Probabilistic Structured Grammatical Evolution to efficient exploration of the search space. A case study in glucose prediction. GECCO Jessica Mégane, Nuno Lourenço, J. Ignacio Hidalgo, Penousal Machado
2025	J	`jnl`	Design Responsively: Exploring Computational Design Approaches for Creating Responsive Moving Posters. IEEE Access Sérgio M. Rebelo, Daniel Lopes, Tiago Martins, Ricardo Gonçalves, Pedro Martins, João Bicker, Penousal Machado
2025	A	`conf`	Desire-Driven Selection: An Epigenetic Experiment in Genetic Programming. GECCO José Maria Simões, Nuno Lourenço, Penousal Machado
2025	J	`jnl`	Editorial Introduction to the Special Issue on Evolutionary Computation in Art, Music and Design. Genet. Program. Evolvable Mach. Penousal Machado, Juan Romero
2025	—	`conf`	Evolutionary Art and Design in the Machine Learning Era. GECCO Companion Penousal Machado, João Correia
2025	J	`jnl`	Evolutionary Optimization Trumps Adam Optimization on Embedding Space Exploration. CoRR Domício Pereira Neto, João Correia, Penousal Machado
2025	J	`jnl`	Evolutionary algorithms meet self-supervised learning: a comprehensive survey. CoRR Adriano Vinhas, João Correia, Penousal Machado
2025	J	`jnl`	GreenFactory: Ensembling Zero-Cost Proxies to Estimate Performance of Neural Networks. CoRR Gabriel Cortês, Nuno Lourenço, Paolo Romano, Penousal Machado
2025	J	`jnl`	Guidelines for designing visualization tools for group fairness analysis in binary classification. Artif. Intell. Rev. António Cruz, Teresa Salazar, Manuel Carvalho, Catarina Maçãs, Penousal Machado, Pedro Henriques Abreu
2025	J	`jnl`	NGQR: A Novel Generalized Quantum Image Representation. IEEE Trans. Emerg. Top. Comput. Zheng Xing, Xiaochen Yuan, Chan-Tong Lam, Penousal Machado
2025	J	`jnl`	On the Dynamics of Mating Preferences in Genetic Programming. CoRR José Maria Simões, Nuno Lourenço, Penousal Machado
2025	J	`jnl`	On the Dynamics of Mating Preferences in Genetic Programming. Memetic Comput. José Maria Simões, Nuno Lourenço, Penousal Machado
2025	J	`jnl`	Open Questions about Time and Self-reference in Living Systems. CoRR Samson Abramsky, Wolfgang Banzhaf, Leo S. D. Caves, Michael Levin, Penousal Machado, Charles Ofria, Susan Stepney, Roger White
2025	C	`conf`	Towards the Automatic Evaluation of Legibility for Graphic Design Posters. EvoMUSART Daniel Lopes, João Macedo, Iria Santos, Alvaro Torrente-Patiño, João Correia, Penousal Machado
2024	J	`jnl`	Boosting Mixed-Initiative Co-Creativity in Game Design: A Tutorial. CoRR Solange Margarido, Licínio Roque, Penousal Machado, Pedro Martins
2024	C	`conf`	Evaluation Metrics for Automated Typographic Poster Generation. EvoMUSART Sérgio M. Rebelo, Juan Julián Merelo, João Bicker, Penousal Machado
2024	J	`jnl`	Evaluation Metrics for Automated Typographic Poster Generation. CoRR Sérgio M. Rebelo, Juan Julián Merelo, João Bicker, Penousal Machado
2024	—	`conf`	Evolutionary Art and Design in the Machine Learning Era. GECCO Companion Penousal Machado, João Correia
2024	C	`conf`	Evolving User Interfaces: A Neuroevolution Approach for Natural Human-Machine Interaction. EvoMUSART João Macedo, Habtom Kahsay Gidey, Karina Brotto Rebuli, Penousal Machado
2024	C	`conf`	Evolving Visually-Diverse Graphic Design Posters. EvoMUSART João Macedo, Daniel Lopes, João Correia, Penousal Machado, Ernesto Costa
2024	—	`conf`	Expanding Design Horizons: Evolutionary Tool for Parametric Design Exploration with Interactive and CLIP-Based Evaluation. EPIA (1) Ricardo Sacadura, Luís Gonçalo, Tiago Martins, Penousal Machado
2024	—	`conf`	Exploring Evolutionary Generators within Generative Adversarial Networks. GECCO Companion Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
2024	A*	`conf`	From Pixels to Metal: AI-Empowered Numismatic Art. IJCAI Penousal Machado, Tiago Martins, João Correia, Luís Espírito Santo, Nuno Lourenço, João Miguel Cunha, Sérgio Rebelo, Pedro Martins, João Bicker
2024	B	`conf`	Grammar-Based Evolution of Polyominoes. EuroGP Jessica Mégane, Eric Medvet, Nuno Lourenço, Penousal Machado
2024	J	`jnl`	GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS. CoRR Gabriel Cortês, Nuno Lourenço, Penousal Machado
2024	J	`jnl`	How to Improve Neural Network Training Using Evolutionary Algorithms. SN Comput. Sci. Pedro Carvalho, Nuno Lourenço, Penousal Machado
2024	—	`conf`	MI-CCy Quantifier: A Framework for Quantifying Mixed-Initiative Co-creativity in Human-AI Collaborations. EPIA (1) Solange Margarido, Licínio Roque, Penousal Machado, Pedro Martins
2024	J	`jnl`	MMQW: Multi-Modal Quantum Watermarking Scheme. IEEE Trans. Inf. Forensics Secur. Zheng Xing, Chan-Tong Lam, Xiaochen Yuan, Sio Kei Im, Penousal Machado
2024	—	`ed.`	Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part I PPSN (1) Michael Affenzeller, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann, Tea Tusar, Penousal Machado, Thomas Bäck
2024	—	`ed.`	Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part II PPSN (2) Michael Affenzeller, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann, Tea Tusar, Penousal Machado, Thomas Bäck
2024	—	`ed.`	Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part III PPSN (3) Michael Affenzeller, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann, Tea Tusar, Penousal Machado, Thomas Bäck
2024	—	`ed.`	Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part IV PPSN (4) Michael Affenzeller, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann, Tea Tusar, Penousal Machado, Thomas Bäck
2024	J	`jnl`	PhDs - Portugal has Doctors: A Visualization of Academia Achievements in Portugal From 1970 to 2022. IEEE Computer Graphics and Applications Pedro Silva, Pedro Martins, Penousal Machado
2024	B	`conf`	Towards Evolution of Deep Neural Networks through Contrastive Self-Supervised Learning. CEC Adriano Vinhas, João Correia, Penousal Machado
2024	—	`conf`	Towards Physical Plausibility in Neuroevolution Systems. EvoApplications@EvoStar Gabriel Cortês, Nuno Lourenço, Penousal Machado
2024	J	`jnl`	Towards Physical Plausibility in Neuroevolution Systems. CoRR Gabriel Cortês, Nuno Lourenço, Penousal Machado
2024	J	`jnl`	Towards Robust Evaluation of Aesthetic and Photographic Quality Metrics: Insights from a Comprehensive Dataset. Complex. Iria Santos, Miguel A. Casal, João Correia, Alvaro Torrente-Patiño, Penousal Machado, Juan Romero
2024	J	`jnl`	Towards evolution of Deep Neural Networks through contrastive Self-Supervised learning. CoRR Adriano Vinhas, João Correia, Penousal Machado
2024	J	`jnl`	Visualisation of Random Forest classification. Inf. Vis. Catarina Maçãs, João R. Campos, Nuno Lourenço, Penousal Machado
2023	J	`jnl`	A novel geometrically invariant quantum watermarking scheme utilizing Quantum Error Correction. J. King Saud Univ. Comput. Inf. Sci. Zheng Xing, Chan-Tong Lam, Xiaochen Yuan, Guoheng Huang, Penousal Machado
2023	J	`jnl`	All You Need Is Sex for Diversity. CoRR José Maria Simões, Nuno Lourenço, Penousal Machado
2023	B	`conf`	All You Need is Sex for Diversity. EuroGP José Maria Simões, Nuno Lourenço, Penousal Machado
2023	A	`conf`	Biological insights on grammar-structured mutations improve fitness and diversity. GECCO Stefano Tiso, Pedro Carvalho, Nuno Lourenço, Penousal Machado
2023	C	`conf`	Can Creativity be Enhanced by Computational Tools? ICCC Daniel Lopes, Jéssica Parente, Pedro Silva, Licínio Roque, Penousal Machado
2023	B	`conf`	Context Matters: Adaptive Mutation for Grammars. EuroGP Pedro Carvalho, Jessica Mégane, Nuno Lourenço, Penousal Machado
2023	J	`jnl`	Context Matters: Adaptive Mutation for Grammars. CoRR Pedro Carvalho, Jessica Mégane, Nuno Lourenço, Penousal Machado
2023	—	`conf`	EvoDesigner: Aiding the Exploration of Innovative Graphic Design Solutions. EvoMUSART@EvoStar Daniel Lopes, João Correia, Penousal Machado
2023	—	`conf`	Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies. GECCO Companion Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
2023	J	`jnl`	Structured mutation inspired by evolutionary theory enriches population performance and diversity. CoRR Stefano Tiso, Pedro Carvalho, Nuno Lourenço, Penousal Machado
2023	—	`conf`	The Influence of Probabilistic Grammars on Evolution. GECCO Companion Jessica Mégane, Nuno Lourenço, Penousal Machado, Dirk Schweim
2023	C	`conf`	Towards the Automatic Customisation of Editable Graphics. ICCC Daniel Lopes, João Correia, Penousal Machado
2023	C	`conf`	Towards the Automatic Evaluation of Visual Balance for Graphic Design Posters. ICCC Daniel Lopes, João Correia, Penousal Machado
2023	—	`conf`	Towards the Evolution of Prompts with MetaPrompter. EvoMUSART@EvoStar Tiago Martins, João Miguel Cunha, João Correia, Penousal Machado
2023	—	`conf`	Under the Hood of Transfer Learning for Deep Neuroevolution. EvoApplications@EvoStar Stefano Sarti, Nuno Lourenço, Jason Adair, Penousal Machado, Gabriela Ochoa
2023	—	`conf`	Using Autoencoders to Generate Skeleton-Based Typography. EvoMUSART@EvoStar Jéssica Parente, Luís Gonçalo, Tiago Martins, João Miguel Cunha, João Bicker, Penousal Machado
2022	J	`jnl`	"Found in Translation": An Evolutionary Framework for Auditory-Visual Relationships. Entropy Ana Rodrigues, Bruna Sousa, Amílcar Cardoso, Penousal Machado
2022	—	`conf`	ANTENNA: A Tool for Visual Analysis of Urban Mobility based on Cell Phone Data. VISIGRAPP (3: IVAPP) Pedro Silva, Catarina Maçãs, João Correia, Penousal Machado, Evgheni Polisciuc
2022	—	`conf`	ANTENNA: Visual Analytics of Mobility Derived from Cellphone Data. VISIGRAPP (Revised Selected Papers) Pedro Silva, Catarina Maçãs, João Correia, Penousal Machado, Evgheni Polisciuc
2022	J	`jnl`	ATOVis - A visualisation tool for the detection of financial fraud. Inf. Vis. Catarina Maçãs, Evgheni Polisciuc, Penousal Machado
2022	J	`jnl`	Co-evolutionary Probabilistic Structured Grammatical Evolution. CoRR Jessica Mégane, Nuno Lourenço, Penousal Machado
2022	A	`conf`	Co-evolutionary probabilistic structured grammatical evolution. GECCO Jessica Mégane, Nuno Lourenço, Penousal Machado
2022	J	`jnl`	ESSYS* Sharing #UC: An Emotion-driven Audiovisual Installation. CoRR Sérgio M. Rebelo, Mariana Seiça, Pedro Martins, João Bicker, Penousal Machado
2022	J	`jnl`	EvoDesigner: Evolving Poster Layouts. Entropy Daniel Lopes, João Correia, Penousal Machado
2022	C	`conf`	EvoDesigner: Towards Aiding Creativity in Graphic Design. EvoMUSART Daniel Lopes, João Correia, Penousal Machado
2022	B	`conf`	Evolving Adaptive Neural Network Optimizers for Image Classification. EuroGP Pedro Carvalho, Nuno Lourenço, Penousal Machado
2022	B	`conf`	Evolving Data Augmentation Strategies. EvoApplications Sofia Pereira, João Correia, Penousal Machado
2022	J	`jnl`	Experiments in evolutionary image enhancement with ELAINE. Genet. Program. Evolvable Mach. João Correia, Daniel Lopes, Leonardo Vieira, Nereida Rodriguez-Fernandez, Adrián Carballal, Juan Romero, Penousal Machado
2022	J	`jnl`	Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies. CoRR Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
2022	J	`jnl`	Exploring Genetic Programming in TensorFlow with TensorGP. SN Comput. Sci. Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
2022	—	`conf`	Exploring expression-based generative adversarial networks. GECCO Companion Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
2022	J	`jnl`	Field of Leaves: An Interactive Installation Sprouting Leaves Out of Public Money. Proc. ACM Comput. Graph. Interact. Tech. Pedro Silva, Daniel Lopes, Pedro Martins, Penousal Machado
2022	J	`jnl`	Force-Directed Timelines: Visualizing & Exploring Temporal Patterns. Big Data Res. António Cruz, Joel P. Arrais, Penousal Machado
2022	—	`conf`	GP-Based Generative Adversarial Models. GPTP Penousal Machado, Francisco Baeta, Tiago Martins, João Correia
2022	C	`conf`	Let's Make Games Together: Explainability in Mixed-initiative Co-creative Game Design. CoG Solange Margarido, Penousal Machado, Licínio Roque, Pedro Martins
2022	J	`jnl`	Multivariate Data Exploration Through Coordinated Views. IEEE Access António Cruz, Joel P. Arrais, Penousal Machado
2022	B	`conf`	Probabilistic Structured Grammatical Evolution. CEC Jessica Mégane, Nuno Lourenço, Penousal Machado
2022	J	`jnl`	Probabilistic Structured Grammatical Evolution. CoRR Jessica Mégane, Nuno Lourenço, Penousal Machado
2022	C	`conf`	SpeechTyper: From Speech to Typographic Composition. EvoMUSART Jéssica Parente, Tiago Martins, João Bicker, Penousal Machado
2022	J	`jnl`	State of the Art on Artificial Intelligence in Land Use Simulation. Complex. M. Luz Castro, Penousal Machado, Iria Santos, Nereida Rodriguez-Fernandez, Alvaro Torrente-Patiño, Adrián Carballal
2022	—	`conf`	TGPGAN: towards expression-based generative adversarial networks. GECCO Companion Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
2022	J	`jnl`	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 Sérgio M. Rebelo, Tiago Martins, Artur Rebelo, João Bicker, Penousal Machado
2021	—	`book`	Artificial Intelligence and the Arts - Computational Creativity, Artistic Behavior, and Tools for Creatives Penousal Machado, Juan Romero, Gary Greenfield
2021	C	`conf`	Casa das Máquinas: An Artificial Dialogue of Portuguese Poetry. ICEC Mariana Seiça, João Couceiro e Castro, Sérgio Rebelo, Pedro Martins, Ana Boavida, Penousal Machado
2021	B	`conf`	Demonstrating the Evolution of GANs Through t-SNE. EvoApplications Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
2021	J	`jnl`	Demonstrating the Evolution of GANs through t-SNE. CoRR Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
2021	—	`conf`	Evolutionary art and design: representation, fitness and interaction. GECCO Companion Penousal Machado
2021	C	`conf`	Evolving Image Enhancement Pipelines. EvoMUSART João Correia, Leonardo Vieira, Nereida Rodriguez-Fernandez, Juan Romero, Penousal Machado
2021	J	`jnl`	Evolving Learning Rate Optimizers for Deep Neural Networks. CoRR Pedro Carvalho, Nuno Lourenço, Penousal Machado
2021	B	`conf`	Exploring Automatic Fitness Evaluation for Evolutionary Typesetting. Creativity & Cognition Sérgio M. Rebelo, Tiago Martins, João Bicker, Penousal Machado
2021	J	`jnl`	Fast-DENSER: Fast Deep Evolutionary Network Structured Representation. SoftwareX Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado
2021	—	`conf`	Improved evolution of generative adversarial networks. GECCO Companion Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
2021	J	`jnl`	Neural networks in art, sound and design. Neural Comput. Appl. Juan Romero, Penousal Machado
2021	J	`jnl`	On the Exploitation of Neuroevolutionary Information: Analyzing the Past for a More Efficient Future. CoRR Unai Garciarena, Nuno Lourenço, Penousal Machado, Roberto Santana, Alexander Mendiburu
2021	—	`conf`	On the exploitation of neuroevolutionary information. GECCO Companion Unai Garciarena, Nuno Lourenço, Penousal Machado, Roberto Santana, Alexander Mendiburu
2021	J	`jnl`	Performing Creativity With Computational Tools. CoRR Daniel Lopes, Jéssica Parente, Pedro Silva, Licínio Roque, Penousal Machado
2021	B	`conf`	Probabilistic Grammatical Evolution. EuroGP Jessica Mégane, Nuno Lourenço, Penousal Machado
2021	J	`jnl`	Probabilistic Grammatical Evolution. CoRR Jessica Mégane, Nuno Lourenço, Penousal Machado
2021	J	`jnl`	Speed Benchmarking of Genetic Programming Frameworks. CoRR Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
2021	A	`conf`	Speed benchmarking of genetic programming frameworks. GECCO Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
2021	B	`conf`	TensorGP - Genetic Programming Engine in TensorFlow. EvoApplications Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
2021	J	`jnl`	TensorGP - Genetic Programming Engine in TensorFlow. CoRR Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
2021	J	`jnl`	The X-Faces Behind the Portraits of No One. SN Comput. Sci. João Correia, Tiago Martins, Sérgio Rebelo, João Bicker, Penousal Machado
2021	C	`conf`	Towards a Visual Language Using Neural Networks. ICCC Luís Gonçalo, João Miguel Cunha, Penousal Machado
2021	—	`conf`	Unreachable: The physical impossibility of digital displays. ARTECH Bruna Sousa, Nuno Coelho, Penousal Machado
2021	B	`conf`	Utilizing the Untapped Potential of Indirect Encoding for Neural Networks with Meta Learning. EvoApplications Adam Katona, Nuno Lourenço, Penousal Machado, Daniel W. Franks, James Alfred Walker
2021	C	`conf`	Visualisation Tool to Support Fraud Detection. IV Pedro Silva, Catarina Maçãs, Evgheni Polisciuc, Penousal Machado
2020	J	`jnl`	A Genetic Programming-Based Low-Level Instructions Robot for Realtimebattle. Entropy Juan Romero, Antonino Santos, Adrián Carballal, Nereida Rodriguez-Fernandez, Iria Santos, Alvaro Torrente-Patiño, Juan Tuñas, Penousal Machado
2020	—	`conf`	Adea - Evolving glyphs for aiding creativity in typeface design. GECCO Companion Daniel Lopes, João Correia, Penousal Machado
2020	J	`jnl`	AutoLR: An Evolutionary Approach to Learning Rate Policies. CoRR Pedro Carvalho, Nuno Lourenço, Filipe Assunção, Penousal Machado
2020	A	`conf`	AutoLR: an evolutionary approach to learning rate policies. GECCO Pedro Carvalho, Nuno Lourenço, Filipe Assunção, Penousal Machado
2020	J	`jnl`	CroP - Coordinated Panel visualization for biological networks analysis. Bioinform. António Cruz, Penousal Machado, Joel P. Arrais
2020	C	`conf`	Emojinating Co-Creativity: Integrating Self-Evaluation and Context-Adaptation. ICCC João Miguel Cunha, Pedro Martins, Nuno Lourenço, Penousal Machado
2020	C	`conf`	Ever-changing Flags: Impact and Ethics of Modifying National Symbols. ICCC João Miguel Cunha, Pedro Martins, Penousal Machado
2020	B	`conf`	Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution. EvoApplications Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado
2020	J	`jnl`	Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution. CoRR Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado
2020	C	`conf`	Evolutionary Experiments in Typesetting of Letterpress-Inspired Posters. ICCC Sérgio Rebelo, João Bicker, Penousal Machado
2020	B	`conf`	Evolutionary Latent Space Exploration of Generative Adversarial Networks. EvoApplications Paulo Fernandes, João Correia, Penousal Machado
2020	C	`conf`	Evolutionary Typesetting: An Automatic Approach Towards the Generation of Typographic Posters from Tweets. ArtsIT Sérgio M. Rebelo, João Bicker, Penousal Machado
2020	J	`jnl`	Evolving visual artefacts based on consumption patterns. Int. J. Arts Technol. Catarina Maçãs, Nuno Lourenço, Penousal Machado
2020	C	`conf`	Exploring Time-Series Through Force-Directed Timelines. IV António Cruz, Joel P. Arrais, Penousal Machado
2020	J	`jnl`	Exploring the Evolution of GANs through Quality Diversity. CoRR Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
2020	A	`conf`	Exploring the evolution of GANs through quality diversity. GECCO Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
2020	—	`conf`	GlyphSOMe: Using SOM with Data Glyphs for Customer Profiling. VISIGRAPP (3: IVAPP) Catarina Maçãs, Evgheni Polisciuc, Penousal Machado
2020	B	`conf`	Incremental Evolution and Development of Deep Artificial Neural Networks. EuroGP Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado
2020	J	`jnl`	Incremental Evolution and Development of Deep Artificial Neural Networks. CoRR Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado
2020	C	`conf`	Let's Figure This Out: A Roadmap for Visual Conceptual Blending. ICCC João Miguel Cunha, Pedro Martins, Penousal Machado
2020	C	`conf`	Money Leave(s) Portugal: an Aesthetic Exploration of Public Investments. IV Pedro Silva, Pedro Martins, Penousal Machado
2020	—	`ch.`	Neuroevolution of Generative Adversarial Networks. Deep Neural Evolution Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
2020	C	`conf`	Portraits of No One: An Interactive Installation. EvoMUSART Tiago Martins, João Correia, Sérgio Rebelo, João Bicker, Penousal Machado
2020	A*	`conf`	Portraits of No One: An Internet Artwork. ACM Multimedia Tiago Martins, João Correia, Sérgio Rebelo, João Bicker, Penousal Machado
2020	C	`ed.`	Proceedings of the Eleventh International Conference on Computational Creativity, ICCC 2020, Coimbra, Portugal, September 7-11, 2020. ICCC F. Amílcar Cardoso, Penousal Machado, Tony Veale, João Miguel Cunha
2020	—	`conf`	Towards Latent Space Exploration for Classifier Improvement. ADGN@ECAI Paulo Fernandes, João Correia, Penousal Machado
2020	B	`conf`	Using Skill Rating as Fitness on the Evolution of GANs. EvoApplications Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
2020	J	`jnl`	Using Skill Rating as Fitness on the Evolution of GANs. CoRR Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
2020	C	`conf`	VaBank: Visual Analytics for Banking Transactions. IV Catarina Maçãs, Evgheni Polisciuc, Penousal Machado
2020	J	`jnl`	Visual Blending for Concept Representation: A Case Study on Emoji Generation. New Gener. Comput. João Miguel Cunha, Nuno Lourenço, Pedro Martins, Penousal Machado
2020	C	`conf`	Which type is your type? ICCC Jéssica Parente, Tiago Martins, João Bicker, Penousal Machado
2019	—	`conf`	A Data Visualization Approach for Intersection Analysis using AIS Data. VISIGRAPP (3: IVAPP) Ricardo Cardoso Pereira, Pedro Henriques Abreu, Evgheni Polisciuc, Penousal Machado
2019	C	`conf`	A Dynamic Approach for the Generation of Perceptual Associations. ICCC Ana Rodrigues, Amílcar Cardoso, Penousal Machado
2019	C	`conf`	Assessing Usefulness of a Visual Blending System: "Pictionary Has Used Image-making New Meaning Logic for Decades. We Don't Need a Computational Platform to Explore the Blending Phenomena", Do We? ICCC João Miguel Cunha, Sérgio Rebelo, Pedro Martins, Penousal Machado
2019	J	`jnl`	Automatic Design of Artificial Neural Networks for Gamma-Ray Detection. IEEE Access Filipe Assunção, João Correia, Rúben Conceição, Mário Pimenta, Bernardo Tomé, Nuno Lourenço, Penousal Machado
2019	J	`jnl`	Automatic Design of Artificial Neural Networks for Gamma-Ray Detection. CoRR Filipe Assunção, João Correia, Rúben Conceição, Mário Pimenta, Bernardo Tomé, Nuno Lourenço, Penousal Machado
2019	—	`ch.`	Breaking the Mould An Evolutionary Quest for Innovation Through Style Change. Computational Creativity João Correia, Penousal Machado, Juan Romero, Pedro Martins, F. Amílcar Cardoso
2019	J	`jnl`	COEGAN: Evaluating the Coevolution Effect in Generative Adversarial Networks. CoRR Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
2019	A	`conf`	COEGAN: evaluating the coevolution effect in generative adversarial networks. GECCO Victor Costa, Nuno Lourenço, João Correia, Penousal Machado
2019	B	`conf`	Coevolution of Generative Adversarial Networks. EvoApplications Victor Costa, Nuno Lourenço, Penousal Machado
2019	J	`jnl`	Coevolution of Generative Adversarial Networks. CoRR Victor Costa, Nuno Lourenço, Penousal Machado
2019	J	`jnl`	Conceptual Representations for Computational Concept Creation. ACM Comput. Surv. 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
2019	J	`jnl`	DENSER: deep evolutionary network structured representation. Genet. Program. Evolvable Mach. Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
2019	—	`conf`	Deep Learning for Expressive Music Generation. ARTECH José Maria Simões, Penousal Machado, Ana Cláudia Rodrigues
2019	J	`jnl`	Designing Dynamic Logotypes to Represent Data. Int. J. Art Cult. Des. Technol. Jéssica Parente, Tiago Martins, João Bicker, Penousal Machado
2019	—	`conf`	Designing Posters Towards a Seamless Integration in Urban Surroundings: A Computational Approach. ARTECH Sérgio Rebelo, Catarina Pires, Pedro Martins, João Bicker, Penousal Machado
2019	C	`conf`	Emojinating: Evolving Emoji Blends. EvoMUSART João Miguel Cunha, Nuno Lourenço, João Correia, Pedro Martins, Penousal Machado
2019	—	`conf`	Emojinating: Hooked Beings. ARTECH João Miguel Cunha, Pedro Martins, Penousal Machado
2019	—	`conf`	Evolutionary data augmentation in deep face detection. GECCO (Companion) João Correia, Tiago Martins, Penousal Machado
2019	—	`conf`	Evolving Art. ICAART (1) Penousal Machado
2019	J	`jnl`	Evolving Stencils for Typefaces: Combining Machine Learning, User's Preferences and Novelty. Complex. Tiago Martins, João Correia, Ernesto Costa, Penousal Machado
2019	B	`conf`	Fast DENSER: Efficient Deep NeuroEvolution. EuroGP Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
2019	J	`jnl`	Fast-DENSER++: Evolving Fully-Trained Deep Artificial Neural Networks. CoRR Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
2019	J	`jnl`	Interactive and coordinated visualization approaches for biological data analysis. Briefings Bioinform. António Cruz, Joel P. Arrais, Penousal Machado
2019	J	`jnl`	MixMash: An Assistive Tool for Music Mashup Creation from Large Music Collections. Int. J. Art Cult. Des. Technol. Catarina Maçãs, Ana Rodrigues, Gilberto Bernardes, Penousal Machado
2019	—	`conf`	Stop and Care: Changing Behaviours Through Participatory Interaction. ARTECH Bruna Sousa, Nuno Coelho, Penousal Machado
2019	—	`conf`	«Máquina de Ouver» - From Sound to Type: Finding the Visual Representation of Speech by Mapping Sound Features to Typographic Variables. ARTECH João Couceiro e Castro, Pedro Martins, Ana Boavida, Penousal Machado
2018	B	`conf`	Automatic Evolution of AutoEncoders for Compressed Representations. CEC Filipe Assunção, David Sereno, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
2018	C	`conf`	Computational Creative Experiments in the Development of Visual Identities. ICCC João Bicker, Sérgio Rebelo, Penousal Machado
2018	C	`conf`	Consumption as a Rhythm: A Multimodal Experiment on the Representation of Time-Series. IV Catarina Maçãs, Pedro Martins, Penousal Machado
2018	J	`jnl`	DENSER: Deep Evolutionary Network Structured Representation. CoRR Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
2018	J	`jnl`	Distinguishing paintings from photographs by complexity estimates. Neural Comput. Appl. Adrián Carballal, Antonino Santos, Juan Romero, Penousal Machado, João Correia, Luz Castro
2018	—	`conf`	Evolving Virtual Ecology. ArtsIT/DLI Gloriya Gostyaeva, Penousal Machado, Tiago Martins
2018	B	`conf`	Evolving the Topology of Large Scale Deep Neural Networks. EuroGP Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
2018	C	`conf`	Evotype: Towards the Evolution of Type Stencils. EvoMUSART Tiago Martins, João Correia, Ernesto Costa, Penousal Machado
2018	J	`jnl`	Evotype: Towards the Evolution of Type Stencils. CoRR Tiago Martins, João Correia, Ernesto Costa, Penousal Machado
2018	C	`conf`	Generation of Aesthetic Emotions guided by Perceptual Features. ICCC Amílcar Cardoso, Ana Rodrigues, Penousal Machado
2018	C	`conf`	How Shell and Horn make a Unicorn: Experimenting with Visual Blending in Emoji. ICCC João Miguel Cunha, Pedro Martins, Penousal Machado
2018	—	`conf`	Interactive Evolution of Swarms for the Visualisation of Consumptions. ArtsIT/DLI Catarina Maçãs, Nuno Lourenço, Penousal Machado
2018	C	`conf`	Interactive Network Visualization of Gene Expression Time-Series Data. IV António Cruz, Joel P. Arrais, Penousal Machado
2018	C	`conf`	MixMash: A Visualisation System for Musical Mashup Creation. IV Catarina Maçãs, Ana Rodrigues, Gilberto Bernardes, Penousal Machado
2018	C	`conf`	Olhos Music Fest _Branding. IV Daniel Lopes, Pedro Martins, Penousal Machado
2018	—	`ed.`	Parallel Problem Solving from Nature - PPSN XV - 15th International Conference, Coimbra, Portugal, September 8-12, 2018, Proceedings, Part I PPSN (1) Anne Auger, Carlos M. Fonseca, Nuno Lourenço, Penousal Machado, Luís Paquete, L. Darrell Whitley
2018	—	`ed.`	Parallel Problem Solving from Nature - PPSN XV - 15th International Conference, Coimbra, Portugal, September 8-12, 2018, Proceedings, Part II PPSN (2) Anne Auger, Carlos M. Fonseca, Nuno Lourenço, Penousal Machado, Luís Paquete, L. Darrell Whitley
2018	C	`conf`	Radial Calendar of Consumption. IV Catarina Maçãs, Penousal Machado
2018	—	`ch.`	Structured Grammatical Evolution: A Dynamic Approach. Handbook of Grammatical Evolution Nuno Lourenço, Filipe Assunção, Francisco B. Pereira, Ernesto Costa, Penousal Machado
2018	C	`conf`	The Many-Faced Plot: Strategy for Automatic Glyph Generation. IV João Miguel Cunha, Evgheni Polisciuc, Pedro Martins, Penousal Machado
2018	C	`conf`	Towards Partially Automatic Search of Edge Bundling Parameters. EvoMUSART Evgheni Polisciuc, Filipe Assunção, Penousal Machado
2018	J	`jnl`	Using Computer Vision Techniques for Moving Poster Design. CoRR Sérgio Rebelo, Pedro Martins, João Bicker, Penousal Machado
2018	B	`conf`	Using GP Is NEAT: Evolving Compositional Pattern Production Functions. EuroGP Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
2018	—	`conf`	Using Image Schemas in the Visual Representation of Concepts. TriCoLore (C3GI/ISD/SCORE) João Miguel Cunha, Pedro Martins, Penousal Machado
2017	C	`conf`	A Pig, an Angel and a Cactus Walk Into a Blender: A Descriptive Approach to Visual Blending. ICCC João Miguel Cunha, João Gonçalves, Pedro Martins, Penousal Machado, Amílcar Cardoso
2017	J	`jnl`	A Pig, an Angel and a Cactus Walk Into a Blender: A Descriptive Approach to Visual Blending. CoRR João Miguel Cunha, João Gonçalves, Pedro Martins, Penousal Machado, Amílcar Cardoso
2017	J	`jnl`	An artificial neural networks approach for assessment treatment response in oncological patients using PET/CT images. BMC Medical Imaging Mariana A. Nogueira, Pedro Henriques Abreu, Pedro Martins, Penousal Machado, Hugo Duarte, João A. M. Santos
2017	B	`conf`	Automatic generation of neural networks with structured Grammatical Evolution. CEC Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
2017	C	`conf`	EvoFashion: Customising Fashion Through Evolution. EvoMUSART Nuno Lourenço, Filipe Assunção, Catarina Maçãs, Penousal Machado
2017	J	`jnl`	Generation of concept-representative symbols. CoRR João Miguel Cunha, Pedro Martins, Amílcar Cardoso, Penousal Machado
2017	J	`jnl`	Image descriptors in radiology images: a systematic review. Artif. Intell. Rev. Mariana A. Nogueira, Pedro Henriques Abreu, Pedro Martins, Penousal Machado, Hugo Duarte, João A. M. Santos
2017	—	`conf`	On the role of aesthetics in genetic algorithms applied to graph drawing. GECCO (Companion) Evgheni Polisciuc, António Cruz, Penousal Machado, Joel P. Arrais
2017	J	`jnl`	Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach. CoRR Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
2016	—	`ed.`	5th Joint Symposium on Computational Aesthetics, Sketch-Based Interfaces and Modeling, and Non-Photorealistic Animation and Rendering, Expressive 2016 - Posters, Artworks, and Bridging Papers, Lisbon, Portugal, May 7-9, 2016, Proceedings Expressive (Posters, Artworks, and Bridging Papers) Ergun Akleman, Lyn Bartram, Anil Çamci, Angus G. Forbes, Penousal Machado
2016	C	`ed.`	Evolutionary and Biologically Inspired Music, Sound, Art and Design - 5th International Conference, EvoMUSART 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings EvoMUSART Colin G. Johnson, Vic Ciesielski, João Correia, Penousal Machado
2016	C	`conf`	Evolving L-Systems with Musical Notes. EvoMUSART Ana Rodrigues, Ernesto Costa, Amílcar Cardoso, Penousal Machado, Tiago Cruz
2016	A	`conf`	Evotype: From Shapes to Glyphs. GECCO Tiago Martins, João Correia, Ernesto Costa, Penousal Machado
2016	C	`conf`	Fitness and Novelty in Evolutionary Art. EvoMUSART Adriano Vinhas, Filipe Assunção, João Correia, Anikó Ekárt, Penousal Machado
2016	—	`conf`	Flow Map of Products Transported among Warehouses and Supermarkets. VISIGRAPP (2: IVAPP) Evgheni Polisciuc, Pedro Cruz, Hugo Amaro, Catarina Maçãs, Penousal Machado
2016	—	`conf`	Hexagonal gridded maps and information layers: a novel approach for the exploration and analysis of retail data. SIGGRAPH Asia Symposium on Visualization Evgheni Polisciuc, Catarina Maçãs, Filipe Assunção, Penousal Machado
2016	—	`conf`	Iso-edges for the Geovisualization of Consumptions. VISIGRAPP (2: IVAPP) Catarina Maçãs, Pedro Cruz, Evgheni Polisciuc, Hugo Amaro, Penousal Machado
2016	J	`jnl`	Pulsing Blood Vessels: A Figurative Approach to Traffic Visualization. IEEE Computer Graphics and Applications Pedro Cruz, Penousal Machado
2016	—	`conf`	Swarm-Based Edge Bundling Applied to Flow Mapping. VISIGRAPP (Revised Selected Papers) Evgheni Polisciuc, Penousal Machado
2016	—	`conf`	The Aesthetics of Routine. Expressive (Posters, Artworks, and Bridging Papers) Ana Beatriz Correia, Penousal Machado
2016	—	`conf`	The Rhythm of Consumption. Expressive (Posters, Artworks, and Bridging Papers) Catarina Maçãs, Penousal Machado
2016	—	`conf`	TypeAdviser: a type design aiding-tool. C3GI@ESSLLI João Miguel Cunha, Tiago Martins, Pedro Martins, João Bicker, Penousal Machado
2016	C	`conf`	X-Faces: The eXploit Is Out There. ICCC João Correia, Tiago Martins, Pedro Martins, Penousal Machado
2015	Misc	`conf`	A Distributed Approach to Computational Creativity. IDC Amílcar Cardoso, Pedro Martins, Filipe Assunção, João Correia, Penousal Machado
2015	J	`jnl`	Ant- and Ant-Colony-Inspired ALife Visual Art. Artif. Life Gary Greenfield, Penousal Machado
2015	—	`conf`	Arc and Swarm-based Representations of Customer's Flows among Supermarkets. IVAPP Evgheni Polisciuc, Pedro Cruz, Hugo Amaro, Catarina Maçãs, Tiago Carvalho, Frederico Santos, Penousal Machado
2015	J	`jnl`	Contiguous Animated Edge-Based Cartograms for Traffic Visualization. IEEE Computer Graphics and Applications Pedro Cruz, António Cruz, Penousal Machado
2015	—	`conf`	ELICIT: Evolutionary Computation Visualization. GECCO (Companion) António Cruz, Penousal Machado, Filipe Assunção, António Leitão
2015	A*	`conf`	Evolving Ambiguous Images. IJCAI Penousal Machado, Adriano Vinhas, João Correia, Anikó Ekárt
2015	A*	`conf`	Evolving Families of Shapes. IJCAI Filipe Assunção, João Correia, Pedro Martins, Penousal Machado
2015	J	`jnl`	Evolving ambiguous images. AI Matters Penousal Machado, Adriano Vinhas, João Correia, Anikó Ekárt
2015	J	`jnl`	Evolving assemblages. Int. J. Arts Technol. Fernando Graça, Penousal Machado
2015	C	`conf`	Evotype: Evolutionary Type Design. EvoMUSART Tiago Martins, João Correia, Ernesto Costa, Penousal Machado
2015	—	`conf`	Generation of Concept-Representative Symbols. ICCBR (Workshops) João Miguel Cunha, Pedro Martins, Amílcar Cardoso, Penousal Machado
2015	B	`ed.`	Genetic Programming - 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings EuroGP Penousal Machado, Malcolm I. Heywood, James McDermott, Mauro Castelli, Pablo García-Sánchez, Paolo Burelli, Sebastian Risi, Kevin Sim
2015	—	`ch.`	Graph-Based Evolutionary Art. Handbook of Genetic Programming Applications Penousal Machado, João Correia, Filipe Assunção
2015	—	`conf`	Incorporation of Emotions in the Orphibs' Agent Architecture. ECAL Nuno Barreto, Luís Macedo, Penousal Machado, Licínio Roque
2015	J	`jnl`	Island models for cluster geometry optimization: how design options impact effectiveness and diversity. J. Glob. Optim. António Leitão, Francisco Baptista Pereira, Penousal Machado
2015	—	`ch.`	Mate Choice in Evolutionary Computation. Handbook of Genetic Programming Applications António Leitão, Penousal Machado
2015	Misc	`ed.`	Progress in Artificial Intelligence - 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, Coimbra, Portugal, September 8-11, 2015. Proceedings EPIA Francisco C. Pereira, Penousal Machado, Ernesto Costa, Amílcar Cardoso
2015	Misc	`conf`	Sound Visualization Through a Swarm of Fireflies. EPIA Ana Rodrigues, Penousal Machado, Pedro Martins, Amílcar Cardoso
2015	A*	`conf`	Swarm Systems in the Visualization of Consumption Patterns. IJCAI Catarina Maçãs, Pedro Cruz, Pedro Martins, Penousal Machado
2015	—	`conf`	Time-series Application on Big Data - Visualization of Consumption in Supermarkets. IVAPP Catarina Maçãs, Pedro Cruz, Hugo Amaro, Evgheni Polisciuc, Tiago Carvalho, Frederico Santos, Penousal Machado
2015	—	`conf`	Understanding Urban Land Use through the Visualization of Points of Interest. VL@EMNLP Evgheni Polisciuc, Ana Alves, Penousal Machado
2014	J	`jnl`	A Genetic Algorithms Approach for Inverse Shortest Path Length Problems. Int. J. Nat. Comput. Res. António Leitão, Adriano Vinhas, Penousal Machado, Francisco Câmara Pereira
2014	C	`conf`	An Interface for Fitness Function Design. EvoMUSART Penousal Machado, Tiago Martins, Hugo Amaro, Pedro Henriques Abreu
2014	J	`jnl`	An Inverted Ant Colony Optimization approach to traffic. Eng. Appl. Artif. Intell. José Capela Dias, Penousal Machado, Daniel Castro Silva, Pedro Henriques Abreu
2014	A	`conf`	Semantic aware methods for evolutionary art. GECCO Penousal Machado, João Correia
2013	B	`conf`	A self-adaptive Mate Choice model for Symbolic Regression. IEEE Congress on Evolutionary Computation António Leitão, José Carlos Neves, Penousal Machado
2013	C	`ed.`	Evolutionary and Biologically Inspired Music, Sound, Art and Design - Second International Conference, EvoMUSART 2013, Vienna, Austria, April 3-5, 2013. Proceedings EvoMUSART Penousal Machado, James McDermott, Adrián Carballal
2013	C	`conf`	Evolving Figurative Images Using Expression-Based Evolutionary Art. ICCC João Correia, Penousal Machado, Juan Romero, Adrián Carballal
2013	C	`conf`	Feature Selection and Novelty in Computational Aesthetics. EvoMUSART João Correia, Penousal Machado, Juan Romero, Adrián Carballal
2013	C	`conf`	Fitness Functions for Ant Colony Paintings. ICCC Penousal Machado, Hugo Amaro
2013	J	`jnl`	Guest editorial: special issue on biologically inspired music, sound, art and design. Genet. Program. Evolvable Mach. Juan Romero, Penousal Machado, Adrián Carballal
2013	—	`conf`	Musical flocks. SIGGRAPH Posters Ruslan Kamolov, Penousal Machado, Pedro Cruz
2013	A	`conf`	Self-adaptive mate choice for cluster geometry optimization. GECCO António Leitão, Penousal Machado
2013	—	`conf`	The garden of virtual delights: virtual fauna for a botanical garden. SIGGRAPH Posters Tiago Martins, Penousal Machado, Artur Rebelo
2013	—	`conf`	Visualizing the flow of users on a wireless network. SIGGRAPH Posters Ruslan Kamolov, Penousal Machado, Pedro Cruz
2013	—	`conf`	Visualizing urban mobility. SIGGRAPH Posters Evgheni Polisciuc, Ana Alves, Carlos Bento, Penousal Machado
2012	B	`conf`	Enhancing cluster geometry optimization with Island Models. IEEE Congress on Evolutionary Computation António Leitão, Francisco Baptista Pereira, Penousal Machado
2012	C	`ed.`	Evolutionary and Biologically Inspired Music, Sound, Art and Design - First International Conference, EvoMUSART 2012, Málaga, Spain, April 11-13, 2012. Proceedings EvoMUSART Penousal Machado, Juan Romero, Adrián Carballal
2012	C	`conf`	Expression-Based Evolution of Faces. EvoMUSART Penousal Machado, João Correia, Juan Romero
2012	B	`ed.`	Genetic Programming - 15th European Conference, EuroGP 2012, Málaga, Spain, April 11-13, 2012. Proceedings EuroGP Alberto Moraglio, Sara Silva, Krzysztof Krawiec, Penousal Machado, Carlos Cotta
2012	—	`conf`	Graphic narratives: generative book covers. SIGGRAPH Posters Lígia Duro, Penousal Machado, Artur Rebelo
2012	B	`conf`	Improving Face Detection. EuroGP Penousal Machado, João Correia, Juan Romero
2012	—	`conf`	Improving haar cascade classifiers through the synthesis of new training examples. GECCO (Companion) João Correia, Penousal Machado, Juan Romero
2012	A	`conf`	Photogrowth: non-photorealistic renderings through ant paintings. GECCO Penousal Machado, Luís Pereira
2011	—	`conf`	Abstract ocean waves. SIGGRAPH Posters Lígia Duro, Pedro Cruz, Penousal Machado
2011	—	`conf`	Aesthetic Classification and Sorting Based on Image Compression. EvoApplications (2) Juan Romero, Penousal Machado, Adrián Carballal, Olga Osorio
2011	B	`conf`	Evolving Fitness Functions for Mating Selection. EuroGP Penousal Machado, António Leitão
2011	J	`jnl`	Generative Storytelling for Information Visualization. IEEE Computer Graphics and Applications Pedro Cruz, Penousal Machado
2011	B	`ed.`	Genetic Programming - 14th European Conference, EuroGP 2011, Torino, Italy, April 27-29, 2011. Proceedings EuroGP Sara Silva, James A. Foster, Miguel Nicolau, Penousal Machado, Mario Giacobini
2011	—	`conf`	Visualizing the circulatory problems of Lisbon. SIGGRAPH Posters Pedro Cruz, Penousal Machado
2010	C	`conf`	A Step Towards the Evolution of Visual Languages. ICCC Penousal Machado, Henrique Nunes
2010	—	`ed.`	Applications of Evolutionary Computation, EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part II EvoApplications (2) Cecilia Di Chio, Anthony Brabazon, Gianni A. Di Caro, Marc Ebner, Muddassar Farooq, Andreas Fink, Jörn Grahl, Gary Greenfield, Penousal Machado, Michael O'Neill, Ernesto Tarantino, Neil Urquhart
2010	—	`conf`	Graph-Based Evolution of Visual Languages. EvoApplications (2) Penousal Machado, Henrique Nunes, Juan Romero
2010	—	`conf`	Visualizing empires decline. SIGGRAPH Posters Pedro Cruz, Penousal Machado
2009	—	`ed.`	Applications of Evolutionary Computing, EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG, Tübingen, Germany, April 15-17, 2009. Proceedings EvoWorkshops Mario Giacobini, Anthony Brabazon, Stefano Cagnoni, Gianni A. Di Caro, Anikó Ekárt, Anna Esparcia-Alcázar, Muddassar Farooq, Andreas Fink, Penousal Machado, Jon McCormack, Michael O'Neill, Ferrante Neri, Mike Preuss, Franz Rothlauf, Ernesto Tarantino, Shengxiang Yang
2009	—	`conf`	On the Socialization of Evolutionary Art. EvoWorkshops Juan Romero, Penousal Machado, Antonino Santos
2009	C	`conf`	Simulating Artist and Critic Dynamics - An Agent-based Application of an Evolutionary Art System. IJCCI Gary Greenfield, Penousal Machado
2008	—	`conf`	Evolutionary Pointillist Modules: Evolving Assemblages of 3D Objects. EvoWorkshops Penousal Machado, Fernando Graça
2008	—	`conf`	Experiments in Computational Aesthetics. The Art of Artificial Evolution Penousal Machado, Juan Romero, Bill Z. Manaris
2008	—	`book`	The Art of Artificial Evolution: A Handbook on Evolutionary Art and Music The Art of Artificial Evolution Juan Romero, Penousal Machado
2007	A*	`conf`	A Corpus-Based Hybrid Approach to Music Analysis and Composition. AAAI Bill Z. Manaris, Patrick Roos, Penousal Machado, Dwight Krehbiel, Luca Pellicoro, Juan Romero
2007	—	`ed.`	Applications of Evolutinary Computing, EvoWorkshops 2007: EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog, Valencia, Spain, April11-13, 2007, Proceedings. EvoWorkshops Mario Giacobini, Anthony Brabazon, Stefano Cagnoni, Gianni Di Caro, Rolf Drechsler, Muddassar Farooq, Andreas Fink, Evelyne Lutton, Penousal Machado, Stefan Minner, Michael O'Neill, Juan Romero, Franz Rothlauf, Giovanni Squillero, Hideyuki Takagi, Sima Uyar, Shengxiang Yang
2007	J	`jnl`	On the development of evolutionary artificial artists. Comput. Graph. Penousal Machado, Juan Romero, Antonino Santos, Amílcar Cardoso, Alejandro Pazos
2006	—	`ed.`	Applications of Evolutionary Computing, EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC, Budapest, Hungary, April 10-12, 2006, Proceedings EvoWorkshops Franz Rothlauf, Jürgen Branke, Stefano Cagnoni, Ernesto Costa, Carlos Cotta, Rolf Drechsler, Evelyne Lutton, Penousal Machado, Jason H. Moore, Juan Romero, George D. Smith, Giovanni Squillero, Hideyuki Takagi
2006	J	`jnl`	Preface. Int. J. Artif. Intell. Tools Bill Z. Manaris, Penousal Machado
2005	—	`ed.`	Applications of Evolutionary Computing, EvoWorkshops 2005: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Lausanne, Switzerland, March 30 - April 1, 2005, Proceedings EvoWorkshops Franz Rothlauf, Jürgen Branke, Stefano Cagnoni, David W. Corne, Rolf Drechsler, Yaochu Jin, Penousal Machado, Elena Marchiori, Juan Romero, George D. Smith, Giovanni Squillero
2005	Misc	`conf`	Artificial Inmune System Based Art. FLAIRS Juan Romero, Estanislao Sanmartín, Penousal Machado, Antonino Santos
2005	—	`conf`	Developing Fitness Functions for Pleasant Music: Zipf's Law and Interactive Evolution Systems. EvoWorkshops Bill Z. Manaris, Penousal Machado, Clayton McCauley, Juan Romero, Dwight Krehbiel
2005	J	`jnl`	Partially Interactive Evolutionary Artists. New Gener. Comput. Penousal Machado, Juan Romero, Amílcar Cardoso, Antonino Santos
2005	J	`jnl`	Zipf's Law, Music Classification, and Aesthetics. Comput. Music. J. Bill Z. Manaris, Juan Romero, Penousal Machado, Dwight Krehbiel, Timothy Hirzel, Walter Pharr, Robert B. Davis
2004	—	`conf`	Adaptive Critics for Evolutionary Artists. EvoWorkshops Penousal Machado, Juan Romero, María Luisa Santos, Amílcar Cardoso, Bill Z. Manaris
2004	—	`ed.`	Applications of Evolutionary Computing, EvoWorkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Coimbra, Portugal, April 5-7, 2004, Proceedings EvoWorkshops Günther R. Raidl, Stefano Cagnoni, Jürgen Branke, David Corne, Rolf Drechsler, Yaochu Jin, Colin G. Johnson, Penousal Machado, Elena Marchiori, Franz Rothlauf, George D. Smith, Giovanni Squillero
2004	B	`conf`	On the Evolution of Evolutionary Algorithms. EuroGP Jorge Tavares, Penousal Machado, Amílcar Cardoso, Francisco Baptista Pereira, Ernesto Costa
2003	Misc	`conf`	Computational Creativity. EPIA Amílcar Cardoso, Penousal Machado
2003	—	`conf`	On the Development of Critics in Evolutionary Computation Artists. EvoWorkshops Juan Romero, Penousal Machado, Antonino Santos, Amílcar Cardoso
2003	Misc	`conf`	On the Influence of GVR in Vehicle Routing. SAC Jorge Tavares, Francisco Baptista Pereira, Penousal Machado, Ernesto Costa
2002	J	`jnl`	All the Truth About NEvAr. Appl. Intell. Penousal Machado, Amílcar Cardoso
2002	—	`conf`	GVR: A New Genetic Representation for the Vehicle Routing Problem. AICS Francisco Baptista Pereira, Jorge Tavares, Penousal Machado, Ernesto Costa
2002	A	`conf`	Vehicle Routing Problem: Doing It The Evolutionary Way. GECCO Penousal Machado, Jorge Tavares, Francisco Baptista Pereira, Ernesto Costa
2001	—	`ch.`	An Architecture for Hybrid Creative Reasoning. Soft Computing in Case Based Reasoning Amílcar Cardoso, Ernesto Costa, Penousal Machado, Francisco C. Pereira, Paulo Gomes
2000	A	`conf`	Probabilistic Evolution and the Busy Beaver Problem. GECCO Roberto Santana, Alberto Ochoa-Rodríguez, Marta Soto, Francisco Baptista Pereira, Penousal Machado, Ernesto Costa, Amílcar Cardoso
2000	B	`conf`	Too busy to learn [individual learning interaction with evolutionary algorithm in Busy Beaver problem]. CEC Francisco Baptista Pereira, Penousal Machado, Ernesto Costa, Amílcar Cardoso, Alberto Ochoa-Rodríguez, Roberto Santana, Marta Soto
1999	B	`conf`	Busy Beaver - The Influence of Representation. EuroGP Penousal Machado, Francisco Baptista Pereira, Amílcar Cardoso, Ernesto Costa
1998	—	`conf`	Computing Aethetics. SBIA Penousal Machado, Amílcar Cardoso
1998	—	`conf`	Darwinci: Creating Bridges to Creativity. SBIA Francisco C. Pereira, Penousal Machado, Amílcar Cardoso
1995	Misc	`conf`	On the Role of Splitting and Merging Past Cases for Generation of a New Solution. EPIA Carlos Bento, Penousal Machado, Ernesto Costa