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- affiliation: University of Coimbra, Portugal
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2020 – today
- 2024
[j47]Pedro Silva
, Pedro Martins, Penousal Machado:
PhDs - Portugal has Doctors: A Visualization of Academia Achievements in Portugal From 1970 to 2022. IEEE Computer Graphics and Applications 44(5): 114-126 (2024)- [j46]Iria Santos, Miguel A. Casal, João Correia, Alvaro Torrente-Patiño, Penousal Machado, Juan Romero:
Towards Robust Evaluation of Aesthetic and Photographic Quality Metrics: Insights from a Comprehensive Dataset. Complex. 2024 (2024) - [j45]Catarina Maçãs, João R. Campos, Nuno Lourenço, Penousal Machado:
Visualisation of Random Forest classification. Inf. Vis. 23(4): 312-327 (2024) - [j44]Pedro Carvalho, Nuno Lourenço, Penousal Machado:
How to Improve Neural Network Training Using Evolutionary Algorithms. SN Comput. Sci. 5(6): 664 (2024) - [j43]Zheng Xing, Chan-Tong Lam, Xiaochen Yuan, Sio Kei Im, Penousal Machado:
MMQW: Multi-Modal Quantum Watermarking Scheme. IEEE Trans. Inf. Forensics Secur. 19: 5181-5195 (2024) - [c171]Adriano Vinhas, João Correia, Penousal Machado:
Towards Evolution of Deep Neural Networks through Contrastive Self-Supervised Learning. CEC 2024: 1-8 - [c170]Solange Margarido, Licínio Roque, Penousal Machado, Pedro Martins:
MI-CCy Quantifier: A Framework for Quantifying Mixed-Initiative Co-creativity in Human-AI Collaborations. EPIA (1) 2024: 3-15 - [c169]Ricardo Sacadura, Luís Gonçalo, Tiago Martins, Penousal Machado:
Expanding Design Horizons: Evolutionary Tool for Parametric Design Exploration with Interactive and CLIP-Based Evaluation. EPIA (1) 2024: 78-90 - [c168]Jessica Mégane, Eric Medvet, Nuno Lourenço, Penousal Machado:
Grammar-Based Evolution of Polyominoes. EuroGP 2024: 56-72 - [c167]Gabriel Cortês, Nuno Lourenço, Penousal Machado:
Towards Physical Plausibility in Neuroevolution Systems. EvoApplications@EvoStar 2024: 76-90 - [c166]João Macedo, Habtom Kahsay Gidey, Karina Brotto Rebuli, Penousal Machado:
Evolving User Interfaces: A Neuroevolution Approach for Natural Human-Machine Interaction. EvoMUSART 2024: 246-264 - [c165]João Macedo, Daniel Lopes, João Correia, Penousal Machado, Ernesto Costa:
Evolving Visually-Diverse Graphic Design Posters. EvoMUSART 2024: 265-278 - [c164]Sérgio M. Rebelo, Juan Julián Merelo, João Bicker, Penousal Machado:
Evaluation Metrics for Automated Typographic Poster Generation. EvoMUSART 2024: 326-341 - [c163]Francisco Baeta, João Correia, Tiago Martins, Penousal Machado:
Exploring Evolutionary Generators within Generative Adversarial Networks. GECCO Companion 2024: 251-254 - [c162]Penousal Machado, João Correia:
Evolutionary Art and Design in the Machine Learning Era. GECCO Companion 2024: 1460-1501 - [c161]Penousal Machado, Tiago Martins, João Correia, Luís Espírito Santo, Nuno Lourenço, João Miguel Cunha, Sérgio Rebelo, Pedro Martins, João Bicker:
From Pixels to Metal: AI-Empowered Numismatic Art. IJCAI 2024: 7717-7725 - [e22]Michael Affenzeller, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann, Tea Tusar, Penousal Machado, Thomas Bäck:
Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part I. Lecture Notes in Computer Science 15148, Springer 2024, ISBN 978-3-031-70054-5 [contents] - [e21]Michael Affenzeller, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann, Tea Tusar, Penousal Machado, Thomas Bäck:
Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part II. Lecture Notes in Computer Science 15149, Springer 2024, ISBN 978-3-031-70067-5 [contents] - [e20]Michael Affenzeller, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann, Tea Tusar, Penousal Machado, Thomas Bäck:
Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part III. Lecture Notes in Computer Science 15150, Springer 2024, ISBN 978-3-031-70070-5 [contents] - [e19]Michael Affenzeller, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann, Tea Tusar, Penousal Machado, Thomas Bäck:
Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part IV. Lecture Notes in Computer Science 15151, Springer 2024, ISBN 978-3-031-70084-2 [contents] - [i35]Solange Margarido, Licínio Roque, Penousal Machado, Pedro Martins:
Boosting Mixed-Initiative Co-Creativity in Game Design: A Tutorial. CoRR abs/2401.05999 (2024) - [i34]Gabriel Cortês, Nuno Lourenço, Penousal Machado:
Towards Physical Plausibility in Neuroevolution Systems. CoRR abs/2401.17733 (2024) - [i33]Sérgio M. Rebelo, Juan Julián Merelo, João Bicker, Penousal Machado:
Evaluation Metrics for Automated Typographic Poster Generation. CoRR abs/2402.06945 (2024) - [i32]Adriano Vinhas, João Correia, Penousal Machado:
Towards evolution of Deep Neural Networks through contrastive Self-Supervised learning. CoRR abs/2406.14525 (2024) - [i31]Gabriel Cortês, Nuno Lourenço, Penousal Machado:
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS. CoRR abs/2411.15290 (2024) - 2023
- [j42]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): 101818 (2023) - [c160]Pedro Carvalho, Jessica Mégane, Nuno Lourenço, Penousal Machado:
Context Matters: Adaptive Mutation for Grammars. EuroGP 2023: 117-132 - [c159]José Maria Simões, Nuno Lourenço, Penousal Machado:
All You Need is Sex for Diversity. EuroGP 2023: 276-291 - [c158]Stefano Sarti, Nuno Lourenço, Jason Adair, Penousal Machado, Gabriela Ochoa:
Under the Hood of Transfer Learning for Deep Neuroevolution. EvoApplications@EvoStar 2023: 640-655 - [c157]Tiago Martins, João Miguel Cunha, João Correia, Penousal Machado:
Towards the Evolution of Prompts with MetaPrompter. EvoMUSART@EvoStar 2023: 180-195 - [c156]Jéssica Parente, Luís Gonçalo, Tiago Martins, João Miguel Cunha, João Bicker, Penousal Machado:
Using Autoencoders to Generate Skeleton-Based Typography. EvoMUSART@EvoStar 2023: 228-243 - [c155]Daniel Lopes, João Correia, Penousal Machado:
EvoDesigner: Aiding the Exploration of Innovative Graphic Design Solutions. EvoMUSART@EvoStar 2023: 383-398 - [c154]Victor Costa, Nuno Lourenço, João Correia, Penousal Machado:
Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies. GECCO Companion 2023: 271-274 - [c153]Stefano Tiso, Pedro Carvalho, Nuno Lourenço, Penousal Machado:
Biological insights on grammar-structured mutations improve fitness and diversity. GECCO 2023: 558-567 - [c152]Jessica Mégane, Nuno Lourenço, Penousal Machado, Dirk Schweim:
The Influence of Probabilistic Grammars on Evolution. GECCO Companion 2023: 611-614 - [c151]Daniel Lopes, Jéssica Parente, Pedro Silva, Licínio Roque, Penousal Machado:
Can Creativity be Enhanced by Computational Tools? ICCC 2023: 89-92 - [c150]Daniel Lopes, João Correia, Penousal Machado:
Towards the Automatic Evaluation of Visual Balance for Graphic Design Posters. ICCC 2023: 192-199 - [c149]Daniel Lopes, João Correia, Penousal Machado:
Towards the Automatic Customisation of Editable Graphics. ICCC 2023: 432-436 - [i30]Stefano Tiso, Pedro Carvalho, Nuno Lourenço, Penousal Machado:
Structured mutation inspired by evolutionary theory enriches population performance and diversity. CoRR abs/2302.00559 (2023) - [i29]Pedro Carvalho, Jessica Mégane, Nuno Lourenço, Penousal Machado:
Context Matters: Adaptive Mutation for Grammars. CoRR abs/2303.14522 (2023) - [i28]José Maria Simões, Nuno Lourenço, Penousal Machado:
All You Need Is Sex for Diversity. CoRR abs/2303.17441 (2023) - 2022
- [j41]António Cruz, Joel P. Arrais, Penousal Machado:
Multivariate Data Exploration Through Coordinated Views. IEEE Access 10: 78788-78817 (2022) - [j40]António Cruz, Joel P. Arrais, Penousal Machado:
Force-Directed Timelines: Visualizing & Exploring Temporal Patterns. Big Data Res. 27: 100291 (2022) - [j39]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: 2291508:1-2291508:19 (2022) - [j38]Ana Rodrigues, Bruna Sousa, Amílcar Cardoso, Penousal Machado:
"Found in Translation": An Evolutionary Framework for Auditory-Visual Relationships. Entropy 24(12): 1706 (2022) - [j37]Daniel Lopes, João Correia, Penousal Machado:
EvoDesigner: Evolving Poster Layouts. Entropy 24(12): 1751 (2022) - [j36]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): 557-579 (2022) - [j35]Catarina Maçãs, Evgheni Polisciuc, Penousal Machado:
ATOVis - A visualisation tool for the detection of financial fraud. Inf. Vis. 21(4): 371-392 (2022) - [j34]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): 43:1-43:11 (2022) - [j33]Francisco Baeta, João Correia, Tiago Martins, Penousal Machado:
Exploring Genetic Programming in TensorFlow with TensorGP. SN Comput. Sci. 3(2): 154 (2022) - [c148]Jessica Mégane, Nuno Lourenço, Penousal Machado:
Probabilistic Structured Grammatical Evolution. CEC 2022: 1-9 - [c147]Solange Margarido, Penousal Machado, Licínio Roque, Pedro Martins:
Let's Make Games Together: Explainability in Mixed-initiative Co-creative Game Design. CoG 2022: 638-645 - [c146]Pedro Carvalho, Nuno Lourenço, Penousal Machado:
Evolving Adaptive Neural Network Optimizers for Image Classification. EuroGP 2022: 3-18 - [c145]Daniel Lopes, João Correia, Penousal Machado:
EvoDesigner: Towards Aiding Creativity in Graphic Design. EvoMUSART 2022: 162-178 - [c144]Jéssica Parente, Tiago Martins, João Bicker, Penousal Machado:
SpeechTyper: From Speech to Typographic Composition. EvoMUSART 2022: 212-227 - [c143]Sofia Pereira, João Correia, Penousal Machado:
Evolving Data Augmentation Strategies. EvoApplications 2022: 337-351 - [c142]Francisco Baeta, João Correia, Tiago Martins, Penousal Machado:
TGPGAN: towards expression-based generative adversarial networks. GECCO Companion 2022: 216-219 - [c141]Jessica Mégane, Nuno Lourenço, Penousal Machado:
Co-evolutionary probabilistic structured grammatical evolution. GECCO 2022: 991-999 - [c140]Francisco Baeta, João Correia, Tiago Martins, Penousal Machado:
Exploring expression-based generative adversarial networks. GECCO Companion 2022: 1862-1869 - [c139]Penousal Machado, Francisco Baeta, Tiago Martins, João Correia:
GP-Based Generative Adversarial Models. GPTP 2022: 117-140 - [c138]Pedro Silva, Catarina Maçãs, João Correia, Penousal Machado, Evgheni Polisciuc:
ANTENNA: Visual Analytics of Mobility Derived from Cellphone Data. VISIGRAPP (Revised Selected Papers) 2022: 135-160 - [c137]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: 88-100 - [i27]Jessica Mégane, Nuno Lourenço, Penousal Machado:
Co-evolutionary Probabilistic Structured Grammatical Evolution. CoRR abs/2204.08985 (2022) - [i26]Jessica Mégane, Nuno Lourenço, Penousal Machado:
Probabilistic Structured Grammatical Evolution. CoRR abs/2205.10685 (2022) - [i25]Victor Costa, Nuno Lourenço, João Correia, Penousal Machado:
Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies. CoRR abs/2207.02907 (2022) - [i24]Sérgio M. Rebelo, Mariana Seiça, Pedro Martins, João Bicker, Penousal Machado:
ESSYS* Sharing #UC: An Emotion-driven Audiovisual Installation. CoRR abs/2209.03338 (2022) - [i23]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 abs/2209.03420 (2022) - 2021
- [b1]Penousal Machado, Juan Romero, Gary Greenfield:
Artificial Intelligence and the Arts - Computational Creativity, Artistic Behavior, and Tools for Creatives. Springer 2021, ISBN 978-3-030-59474-9, pp. 3-381 - [j32]Juan Romero, Penousal Machado:
Neural networks in art, sound and design. Neural Comput. Appl. 33(1): 1 (2021) - [j31]João Correia, Tiago Martins, Sérgio Rebelo, João Bicker, Penousal Machado:
The X-Faces Behind the Portraits of No One. SN Comput. Sci. 2(4): 236 (2021) - [j30]Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado:
Fast-DENSER: Fast Deep Evolutionary Network Structured Representation. SoftwareX 14: 100694 (2021) - [c136]Bruna Sousa, Nuno Coelho, Penousal Machado:
Unreachable: The physical impossibility of digital displays. ARTECH 2021: 109:1-109:4 - [c135]Sérgio M. Rebelo, Tiago Martins, João Bicker, Penousal Machado:
Exploring Automatic Fitness Evaluation for Evolutionary Typesetting. Creativity & Cognition 2021: 9:1-9:9 - [c134]Jessica Mégane, Nuno Lourenço, Penousal Machado:
Probabilistic Grammatical Evolution. EuroGP 2021: 198-213 - [c133]João Correia, Leonardo Vieira, Nereida Rodriguez-Fernandez, Juan Romero, Penousal Machado:
Evolving Image Enhancement Pipelines. EvoMUSART 2021: 82-97 - [c132]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: 537-551 - [c131]Victor Costa, Nuno Lourenço, João Correia, Penousal Machado:
Demonstrating the Evolution of GANs Through t-SNE. EvoApplications 2021: 618-633 - [c130]Francisco Baeta, João Correia, Tiago Martins, Penousal Machado:
TensorGP - Genetic Programming Engine in TensorFlow. EvoApplications 2021: 763-778 - [c129]Victor Costa, Nuno Lourenço, João Correia, Penousal Machado:
Improved evolution of generative adversarial networks. GECCO Companion 2021: 145-146 - [c128]Unai Garciarena, Nuno Lourenço, Penousal Machado, Roberto Santana, Alexander Mendiburu:
On the exploitation of neuroevolutionary information. GECCO Companion 2021: 279-280 - [c127]Francisco Baeta, João Correia, Tiago Martins, Penousal Machado:
Speed benchmarking of genetic programming frameworks. GECCO 2021: 768-775 - [c126]Penousal Machado:
Evolutionary art and design: representation, fitness and interaction. GECCO Companion 2021: 1002-1031 - [c125]Luís Gonçalo, João Miguel Cunha, Penousal Machado:
Towards a Visual Language Using Neural Networks. ICCC 2021: 419-423 - [c124]Pedro Silva, Catarina Maçãs, Evgheni Polisciuc, Penousal Machado:
Visualisation Tool to Support Fraud Detection. IV 2021: 77-87 - [c123]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: 509-512 - [i22]Victor Costa, Nuno Lourenço, João Correia, Penousal Machado:
Demonstrating the Evolution of GANs through t-SNE. CoRR abs/2102.00524 (2021) - [i21]Daniel Lopes, Jéssica Parente, Pedro Silva, Licínio Roque, Penousal Machado:
Performing Creativity With Computational Tools. CoRR abs/2103.05533 (2021) - [i20]Francisco Baeta, João Correia, Tiago Martins, Penousal Machado:
TensorGP - Genetic Programming Engine in TensorFlow. CoRR abs/2103.07512 (2021) - [i19]Jessica Mégane, Nuno Lourenço, Penousal Machado:
Probabilistic Grammatical Evolution. CoRR abs/2103.08389 (2021) - [i18]Pedro Carvalho, Nuno Lourenço, Penousal Machado:
Evolving Learning Rate Optimizers for Deep Neural Networks. CoRR abs/2103.12623 (2021) - [i17]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 abs/2105.12836 (2021) - [i16]Francisco Baeta, João Correia, Tiago Martins, Penousal Machado:
Speed Benchmarking of Genetic Programming Frameworks. CoRR abs/2106.11919 (2021) - 2020
- [j29]António Cruz, Penousal Machado, Joel P. Arrais:
CroP - Coordinated Panel visualization for biological networks analysis. Bioinform. 36(4): 1298-1299 (2020) - [j28]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): 1362 (2020) - [j27]Catarina Maçãs, Nuno Lourenço, Penousal Machado:
Evolving visual artefacts based on consumption patterns. Int. J. Arts Technol. 12(1): 60-83 (2020) - [j26]João Miguel Cunha, Nuno Lourenço, Pedro Martins, Penousal Machado:
Visual Blending for Concept Representation: A Case Study on Emoji Generation. New Gener. Comput. 38(4): 739-771 (2020) - [c122]Sérgio M. Rebelo, João Bicker, Penousal Machado:
Evolutionary Typesetting: An Automatic Approach Towards the Generation of Typographic Posters from Tweets. ArtsIT 2020: 343-362 - [c121]Paulo Fernandes, João Correia, Penousal Machado:
Towards Latent Space Exploration for Classifier Improvement. ADGN@ECAI 2020 - [c120]Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado:
Incremental Evolution and Development of Deep Artificial Neural Networks. EuroGP 2020: 35-51 - [c119]Tiago Martins, João Correia, Sérgio Rebelo, João Bicker, Penousal Machado:
Portraits of No One: An Interactive Installation. EvoMUSART 2020: 104-117 - [c118]Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado:
Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution. EvoApplications 2020: 530-545 - [c117]Victor Costa, Nuno Lourenço, João Correia, Penousal Machado:
Using Skill Rating as Fitness on the Evolution of GANs. EvoApplications 2020: 562-577 - [c116]Paulo Fernandes, João Correia, Penousal Machado:
Evolutionary Latent Space Exploration of Generative Adversarial Networks. EvoApplications 2020: 595-609 - [c115]Daniel Lopes, João Correia, Penousal Machado:
Adea - Evolving glyphs for aiding creativity in typeface design. GECCO Companion 2020: 97-98 - [c114]Victor Costa, Nuno Lourenço, João Correia, Penousal Machado:
Exploring the evolution of GANs through quality diversity. GECCO 2020: 297-305 - [c113]Pedro Carvalho, Nuno Lourenço, Filipe Assunção, Penousal Machado:
AutoLR: an evolutionary approach to learning rate policies. GECCO 2020: 672-680 - [c112]Catarina Maçãs, Evgheni Polisciuc, Penousal Machado:
GlyphSOMe: Using SOM with Data Glyphs for Customer Profiling. VISIGRAPP (3: IVAPP) 2020: 301-308 - [c111]João Miguel Cunha, Pedro Martins, Nuno Lourenço, Penousal Machado:
Emojinating Co-Creativity: Integrating Self-Evaluation and Context-Adaptation. ICCC 2020: 85-88 - [c110]Sérgio Rebelo, João Bicker, Penousal Machado:
Evolutionary Experiments in Typesetting of Letterpress-Inspired Posters. ICCC 2020: 110-113 - [c109]João Miguel Cunha, Pedro Martins, Penousal Machado:
Ever-changing Flags: Impact and Ethics of Modifying National Symbols. ICCC 2020: 410-413 - [c108]João Miguel Cunha, Pedro Martins, Penousal Machado:
Let's Figure This Out: A Roadmap for Visual Conceptual Blending. ICCC 2020: 445-452 - [c107]Jéssica Parente, Tiago Martins, João Bicker, Penousal Machado:
Which type is your type? ICCC 2020: 476-483 - [c106]Pedro Silva, Pedro Martins, Penousal Machado:
Money Leave(s) Portugal: an Aesthetic Exploration of Public Investments. IV 2020: 132-139 - [c105]António Cruz, Joel P. Arrais, Penousal Machado:
Exploring Time-Series Through Force-Directed Timelines. IV 2020: 328-335 - [c104]Catarina Maçãs, Evgheni Polisciuc, Penousal Machado:
VaBank: Visual Analytics for Banking Transactions. IV 2020: 336-343 - [c103]Tiago Martins, João Correia, Sérgio Rebelo, João Bicker, Penousal Machado:
Portraits of No One: An Internet Artwork. ACM Multimedia 2020: 4392-4393 - [p4]Victor Costa, Nuno Lourenço, João Correia, Penousal Machado:
Neuroevolution of Generative Adversarial Networks. Deep Neural Evolution 2020: 293-322 - [e18]F. Amílcar Cardoso, Penousal Machado, Tony Veale, João Miguel Cunha:
Proceedings of the Eleventh International Conference on Computational Creativity, ICCC 2020, Coimbra, Portugal, September 7-11, 2020. Association for Computational Creativity (ACC) 2020, ISBN 978-989-54160-2-8 [contents] - [i15]Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado:
Incremental Evolution and Development of Deep Artificial Neural Networks. CoRR abs/2004.00302 (2020) - [i14]Filipe Assunção, Nuno Lourenço, Bernardete Ribeiro, Penousal Machado:
Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution. CoRR abs/2004.00307 (2020) - [i13]Victor Costa, Nuno Lourenço, João Correia, Penousal Machado:
Using Skill Rating as Fitness on the Evolution of GANs. CoRR abs/2004.04796 (2020) - [i12]Pedro Carvalho, Nuno Lourenço, Filipe Assunção, Penousal Machado:
AutoLR: An Evolutionary Approach to Learning Rate Policies. CoRR abs/2007.04223 (2020) - [i11]Victor Costa, Nuno Lourenço, João Correia, Penousal Machado:
Exploring the Evolution of GANs through Quality Diversity. CoRR abs/2007.06251 (2020)
2010 – 2019
- 2019
- [j25]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: 110531-110540 (2019) - [j24]António Cruz, Joel P. Arrais, Penousal Machado:
Interactive and coordinated visualization approaches for biological data analysis. Briefings Bioinform. 20(4): 1513-1523 (2019) - [j23]Tiago Martins, João Correia, Ernesto Costa, Penousal Machado:
Evolving Stencils for Typefaces: Combining Machine Learning, User's Preferences and Novelty. Complex. 2019: 3509263:1-3509263:16 (2019) - [j22]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): 9:1-9:33 (2019) - [j21]Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro:
DENSER: deep evolutionary network structured representation. Genet. Program. Evolvable Mach. 20(1): 5-35 (2019) - [j20]Jéssica Parente, Tiago Martins, João Bicker, Penousal Machado:
Designing Dynamic Logotypes to Represent Data. Int. J. Art Cult. Des. Technol. 8(1): 16-30 (2019) - [j19]Catarina Maçãs, Ana Rodrigues, Gilberto Bernardes, Penousal Machado:
MixMash: An Assistive Tool for Music Mashup Creation from Large Music Collections. Int. J. Art Cult. Des. Technol. 8(2): 20-40 (2019) - [c102]João Couceiro e Castro, Pedro Martins, Ana Boavida, Penousal Machado:
«Máquina de Ouver» - From Sound to Type: Finding the Visual Representation of Speech by Mapping Sound Features to Typographic Variables. ARTECH 2019: 13:1-13:8 - [c101]José Maria Simões, Penousal Machado, Ana Cláudia Rodrigues:
Deep Learning for Expressive Music Generation. ARTECH 2019: 14:1-14:9 - [c100]Sérgio Rebelo, Catarina Pires, Pedro Martins, João Bicker, Penousal Machado:
Designing Posters Towards a Seamless Integration in Urban Surroundings: A Computational Approach. ARTECH 2019: 54:1-54:12 - [c99]Bruna Sousa, Nuno Coelho, Penousal Machado:
Stop and Care: Changing Behaviours Through Participatory Interaction. ARTECH 2019: 79:1-79:4 - [c98]João Miguel Cunha, Pedro Martins, Penousal Machado:
Emojinating: Hooked Beings. ARTECH 2019: 88:1-88:3 - [c97]Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro:
Fast DENSER: Efficient Deep NeuroEvolution. EuroGP 2019: 197-212 - [c96]João Miguel Cunha, Nuno Lourenço, João Correia, Pedro Martins, Penousal Machado:
Emojinating: Evolving Emoji Blends. EvoMUSART 2019: 110-126 - [c95]Victor Costa, Nuno Lourenço, Penousal Machado:
Coevolution of Generative Adversarial Networks. EvoApplications 2019: 473-487 - [c94]João Correia, Tiago Martins, Penousal Machado:
Evolutionary data augmentation in deep face detection. GECCO (Companion) 2019: 163-164 - [c93]Victor Costa, Nuno Lourenço, João Correia, Penousal Machado:
COEGAN: evaluating the coevolution effect in generative adversarial networks. GECCO 2019: 374-382 - [c92]Ricardo Cardoso Pereira, Pedro Henriques Abreu, Evgheni Polisciuc, Penousal Machado:
A Data Visualization Approach for Intersection Analysis using AIS Data. VISIGRAPP (3: IVAPP) 2019: 208-215 - [c91]Penousal Machado:
Evolving Art. ICAART (1) 2019: 5-8 - [c90]João Miguel Cunha, Sérgio Rebelo, Pedro Martins, Penousal Machado:
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 2019: 296-300 - [c89]Ana Rodrigues, Amílcar Cardoso, Penousal Machado:
A Dynamic Approach for the Generation of Perceptual Associations. ICCC 2019: 301-305 - [p3]João Correia, Penousal Machado, Juan Romero, Pedro Martins, F. Amílcar Cardoso:
Breaking the Mould An Evolutionary Quest for Innovation Through Style Change. Computational Creativity 2019: 353-398 - [i10]Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro:
Fast-DENSER++: Evolving Fully-Trained Deep Artificial Neural Networks. CoRR abs/1905.02969 (2019) - [i9]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 abs/1905.03532 (2019) - [i8]Victor Costa, Nuno Lourenço, Penousal Machado:
Coevolution of Generative Adversarial Networks. CoRR abs/1912.06172 (2019) - [i7]Victor Costa, Nuno Lourenço, João Correia, Penousal Machado:
COEGAN: Evaluating the Coevolution Effect in Generative Adversarial Networks. CoRR abs/1912.06180 (2019) - 2018
- [j18]Adrián Carballal, Antonino Santos, Juan Romero, Penousal Machado, João Correia, Luz Castro:
Distinguishing paintings from photographs by complexity estimates. Neural Comput. Appl. 30(6): 1957-1969 (2018) - [c88]Catarina Maçãs, Nuno Lourenço, Penousal Machado:
Interactive Evolution of Swarms for the Visualisation of Consumptions. ArtsIT/DLI 2018: 101-110 - [c87]Gloriya Gostyaeva, Penousal Machado, Tiago Martins:
Evolving Virtual Ecology. ArtsIT/DLI 2018: 225-230 - [c86]João Miguel Cunha, Pedro Martins, Penousal Machado:
Using Image Schemas in the Visual Representation of Concepts. TriCoLore (C3GI/ISD/SCORE) 2018 - [c85]Filipe Assunção, David Sereno, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro:
Automatic Evolution of AutoEncoders for Compressed Representations. CEC 2018: 1-8 - [c84]Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro:
Using GP Is NEAT: Evolving Compositional Pattern Production Functions. EuroGP 2018: 3-18 - [c83]Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro:
Evolving the Topology of Large Scale Deep Neural Networks. EuroGP 2018: 19-34 - [c82]Evgheni Polisciuc, Filipe Assunção, Penousal Machado:
Towards Partially Automatic Search of Edge Bundling Parameters. EvoMUSART 2018: 223-238 - [c81]Tiago Martins, João Correia, Ernesto Costa, Penousal Machado:
Evotype: Towards the Evolution of Type Stencils. EvoMUSART 2018: 299-314 - [c80]João Miguel Cunha, Pedro Martins, Penousal Machado:
How Shell and Horn make a Unicorn: Experimenting with Visual Blending in Emoji. ICCC 2018: 145-152 - [c79]Amílcar Cardoso, Ana Rodrigues, Penousal Machado:
Generation of Aesthetic Emotions guided by Perceptual Features. ICCC 2018: 306 - [c78]João Bicker, Sérgio Rebelo, Penousal Machado:
Computational Creative Experiments in the Development of Visual Identities. ICCC 2018: 308 - [c77]João Miguel Cunha, Evgheni Polisciuc, Pedro Martins, Penousal Machado:
The Many-Faced Plot: Strategy for Automatic Glyph Generation. IV 2018: 71-77 - [c76]Catarina Maçãs, Penousal Machado:
Radial Calendar of Consumption. IV 2018: 96-102 - [c75]Catarina Maçãs, Ana Rodrigues, Gilberto Bernardes, Penousal Machado:
MixMash: A Visualisation System for Musical Mashup Creation. IV 2018: 471-477 - [c74]Catarina Maçãs, Pedro Martins, Penousal Machado:
Consumption as a Rhythm: A Multimodal Experiment on the Representation of Time-Series. IV 2018: 504-509 - [c73]Daniel Lopes, Pedro Martins, Penousal Machado:
Olhos Music Fest _Branding. IV 2018: 510-511 - [c72]António Cruz, Joel P. Arrais, Penousal Machado:
Interactive Network Visualization of Gene Expression Time-Series Data. IV 2018: 574-580 - [p2]Nuno Lourenço, Filipe Assunção, Francisco B. Pereira, Ernesto Costa, Penousal Machado:
Structured Grammatical Evolution: A Dynamic Approach. Handbook of Grammatical Evolution 2018: 137-161 - [e17]Anne Auger, Carlos M. Fonseca, Nuno Lourenço, Penousal Machado, Luís Paquete, L. Darrell Whitley:
Parallel Problem Solving from Nature - PPSN XV - 15th International Conference, Coimbra, Portugal, September 8-12, 2018, Proceedings, Part I. Lecture Notes in Computer Science 11101, Springer 2018, ISBN 978-3-319-99252-5 [contents] - [e16]Anne Auger, Carlos M. Fonseca, Nuno Lourenço, Penousal Machado, Luís Paquete, L. Darrell Whitley:
Parallel Problem Solving from Nature - PPSN XV - 15th International Conference, Coimbra, Portugal, September 8-12, 2018, Proceedings, Part II. Lecture Notes in Computer Science 11102, Springer 2018, ISBN 978-3-319-99258-7 [contents] - [i6]Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro:
DENSER: Deep Evolutionary Network Structured Representation. CoRR abs/1801.01563 (2018) - [i5]Tiago Martins, João Correia, Ernesto Costa, Penousal Machado:
Evotype: Towards the Evolution of Type Stencils. CoRR abs/1806.09731 (2018) - [i4]Sérgio Rebelo, Pedro Martins, João Bicker, Penousal Machado:
Using Computer Vision Techniques for Moving Poster Design. CoRR abs/1811.11316 (2018) - 2017
- [j17]Mariana A. Nogueira, Pedro Henriques Abreu, Pedro Martins, Penousal Machado, Hugo Duarte, João A. M. Santos:
Image descriptors in radiology images: a systematic review. Artif. Intell. Rev. 47(4): 531-559 (2017) - [j16]Mariana A. Nogueira, Pedro Henriques Abreu, Pedro Martins, Penousal Machado, Hugo Duarte, João A. M. Santos:
An artificial neural networks approach for assessment treatment response in oncological patients using PET/CT images. BMC Medical Imaging 17(1): 13:1-13:8 (2017) - [c71]Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro:
Automatic generation of neural networks with structured Grammatical Evolution. CEC 2017: 1557-1564 - [c70]Nuno Lourenço, Filipe Assunção, Catarina Maçãs, Penousal Machado:
EvoFashion: Customising Fashion Through Evolution. EvoMUSART 2017: 176-189 - [c69]Evgheni Polisciuc, António Cruz, Penousal Machado, Joel P. Arrais:
On the role of aesthetics in genetic algorithms applied to graph drawing. GECCO (Companion) 2017: 1713-1720 - [c68]João Miguel Cunha, João Gonçalves, Pedro Martins, Penousal Machado, Amílcar Cardoso:
A Pig, an Angel and a Cactus Walk Into a Blender: A Descriptive Approach to Visual Blending. ICCC 2017: 80-87 - [i3]Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro:
Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach. CoRR abs/1706.08493 (2017) - [i2]João Miguel Cunha, João Gonçalves, Pedro Martins, Penousal Machado, Amílcar Cardoso:
A Pig, an Angel and a Cactus Walk Into a Blender: A Descriptive Approach to Visual Blending. CoRR abs/1706.09076 (2017) - [i1]João Miguel Cunha, Pedro Martins, Amílcar Cardoso, Penousal Machado:
Generation of concept-representative symbols. CoRR abs/1707.09432 (2017) - 2016
- [j15]Pedro Cruz, Penousal Machado:
Pulsing Blood Vessels: A Figurative Approach to Traffic Visualization. IEEE Computer Graphics and Applications 36(2): 16-21 (2016) - [c67]João Miguel Cunha, Tiago Martins, Pedro Martins, João Bicker, Penousal Machado:
TypeAdviser: a type design aiding-tool. C3GI@ESSLLI 2016 - [c66]Ana Rodrigues, Ernesto Costa, Amílcar Cardoso, Penousal Machado, Tiago Cruz:
Evolving L-Systems with Musical Notes. EvoMUSART 2016: 186-201 - [c65]Adriano Vinhas, Filipe Assunção, João Correia, Anikó Ekárt, Penousal Machado:
Fitness and Novelty in Evolutionary Art. EvoMUSART 2016: 225-240 - [c64]Catarina Maçãs, Penousal Machado:
The Rhythm of Consumption. Expressive (Posters, Artworks, and Bridging Papers) 2016: 11-12 - [c63]Ana Beatriz Correia, Penousal Machado:
The Aesthetics of Routine. Expressive (Posters, Artworks, and Bridging Papers) 2016: 13-14 - [c62]Tiago Martins, João Correia, Ernesto Costa, Penousal Machado:
Evotype: From Shapes to Glyphs. GECCO 2016: 261-268 - [c61]Evgheni Polisciuc, Pedro Cruz, Hugo Amaro, Catarina Maçãs, Penousal Machado:
Flow Map of Products Transported among Warehouses and Supermarkets. VISIGRAPP (2: IVAPP) 2016: 179-188 - [c60]Catarina Maçãs, Pedro Cruz, Evgheni Polisciuc, Hugo Amaro, Penousal Machado:
Iso-edges for the Geovisualization of Consumptions. VISIGRAPP (2: IVAPP) 2016: 222-229 - [c59]Evgheni Polisciuc, Penousal Machado:
Swarm-Based Edge Bundling Applied to Flow Mapping. VISIGRAPP (Revised Selected Papers) 2016: 310-326 - [c58]João Correia, Tiago Martins, Pedro Martins, Penousal Machado:
X-Faces: The eXploit Is Out There. ICCC 2016: 164-171 - [c57]Evgheni Polisciuc, Catarina Maçãs, Filipe Assunção, Penousal Machado:
Hexagonal gridded maps and information layers: a novel approach for the exploration and analysis of retail data. SIGGRAPH Asia Symposium on Visualization 2016: 6:1-6:8 - [e15]Colin G. Johnson, Vic Ciesielski, João Correia, Penousal Machado:
Evolutionary and Biologically Inspired Music, Sound, Art and Design - 5th International Conference, EvoMUSART 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings. Lecture Notes in Computer Science 9596, Springer 2016, ISBN 978-3-319-31007-7 [contents] - [e14]Ergun Akleman, Lyn Bartram, Anil Çamci, Angus G. Forbes, Penousal Machado:
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. Eurographics Association 2016, ISBN 978-3-03868-021-5 [contents] - 2015
- [j14]Penousal Machado, Adriano Vinhas, João Correia, Anikó Ekárt:
Evolving ambiguous images. AI Matters 2(1): 7-8 (2015) - [j13]Gary Greenfield, Penousal Machado:
Ant- and Ant-Colony-Inspired ALife Visual Art. Artif. Life 21(3): 293-306 (2015) - [j12]Pedro Cruz, António Cruz, Penousal Machado:
Contiguous Animated Edge-Based Cartograms for Traffic Visualization. IEEE Computer Graphics and Applications 35(5): 76-83 (2015) - [j11]Fernando Graça, Penousal Machado:
Evolving assemblages. Int. J. Arts Technol. 8(2): 167-184 (2015) - [j10]António Leitão, Francisco Baptista Pereira, Penousal Machado:
Island models for cluster geometry optimization: how design options impact effectiveness and diversity. J. Glob. Optim. 63(4): 677-707 (2015) - [c56]Evgheni Polisciuc, Ana Alves, Penousal Machado:
Understanding Urban Land Use through the Visualization of Points of Interest. VL@EMNLP 2015: 51-59 - [c55]Nuno Barreto, Luís Macedo, Penousal Machado, Licínio Roque:
Incorporation of Emotions in the Orphibs' Agent Architecture. ECAL 2015: 311 - [c54]Ana Rodrigues, Penousal Machado, Pedro Martins, Amílcar Cardoso:
Sound Visualization Through a Swarm of Fireflies. EPIA 2015: 664-670 - [c53]Tiago Martins, João Correia, Ernesto Costa, Penousal Machado:
Evotype: Evolutionary Type Design. EvoMUSART 2015: 136-147 - [c52]António Cruz, Penousal Machado, Filipe Assunção, António Leitão:
ELICIT: Evolutionary Computation Visualization. GECCO (Companion) 2015: 949-956 - [c51]Catarina Maçãs, Pedro Cruz, Hugo Amaro, Evgheni Polisciuc, Tiago Carvalho, Frederico Santos, Penousal Machado:
Time-series Application on Big Data - Visualization of Consumption in Supermarkets. IVAPP 2015: 239-246 - [c50]Evgheni Polisciuc, Pedro Cruz, Hugo Amaro, Catarina Maçãs, Tiago Carvalho, Frederico Santos, Penousal Machado:
Arc and Swarm-based Representations of Customer's Flows among Supermarkets. IVAPP 2015: 300-306 - [c49]João Miguel Cunha, Pedro Martins, Amílcar Cardoso, Penousal Machado:
Generation of Concept-Representative Symbols. ICCBR (Workshops) 2015: 156-160 - [c48]Amílcar Cardoso, Pedro Martins, Filipe Assunção, João Correia, Penousal Machado:
A Distributed Approach to Computational Creativity. IDC 2015: 3-12 - [c47]Catarina Maçãs, Pedro Cruz, Pedro Martins, Penousal Machado:
Swarm Systems in the Visualization of Consumption Patterns. IJCAI 2015: 2466-2472 - [c46]Penousal Machado, Adriano Vinhas, João Correia, Anikó Ekárt:
Evolving Ambiguous Images. IJCAI 2015: 2473-2479 - [c45]Filipe Assunção, João Correia, Pedro Martins, Penousal Machado:
Evolving Families of Shapes. IJCAI 2015: 4134-4135 - [e13]Francisco C. Pereira, Penousal Machado, Ernesto Costa, Amílcar Cardoso:
Progress in Artificial Intelligence - 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, Coimbra, Portugal, September 8-11, 2015. Proceedings. Lecture Notes in Computer Science 9273, Springer 2015, ISBN 978-3-319-23484-7 [contents] - [e12]Penousal Machado, Malcolm I. Heywood, James McDermott, Mauro Castelli, Pablo García-Sánchez, Paolo Burelli, Sebastian Risi, Kevin Sim:
Genetic Programming - 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings. Lecture Notes in Computer Science 9025, Springer 2015, ISBN 978-3-319-16500-4 [contents] - [r2]Penousal Machado, João Correia, Filipe Assunção:
Graph-Based Evolutionary Art. Handbook of Genetic Programming Applications 2015: 3-36 - [r1]António Leitão, Penousal Machado:
Mate Choice in Evolutionary Computation. Handbook of Genetic Programming Applications 2015: 155-177 - 2014
- [j9]José Capela Dias, Penousal Machado, Daniel Castro Silva, Pedro Henriques Abreu:
An Inverted Ant Colony Optimization approach to traffic. Eng. Appl. Artif. Intell. 36: 122-133 (2014) - [j8]António Leitão, Adriano Vinhas, Penousal Machado, Francisco Câmara Pereira:
A Genetic Algorithms Approach for Inverse Shortest Path Length Problems. Int. J. Nat. Comput. Res. 4(4): 36-54 (2014) - [c44]Penousal Machado, Tiago Martins, Hugo Amaro, Pedro Henriques Abreu:
An Interface for Fitness Function Design. EvoMUSART 2014: 13-25 - [c43]Penousal Machado, João Correia:
Semantic aware methods for evolutionary art. GECCO 2014: 301-308 - 2013
- [j7]Juan Romero, Penousal Machado, Adrián Carballal:
Guest editorial: special issue on biologically inspired music, sound, art and design. Genet. Program. Evolvable Mach. 14(3): 281-286 (2013) - [c42]António Leitão, José Carlos Neves, Penousal Machado:
A self-adaptive Mate Choice model for Symbolic Regression. IEEE Congress on Evolutionary Computation 2013: 8-15 - [c41]João Correia, Penousal Machado, Juan Romero, Adrián Carballal:
Feature Selection and Novelty in Computational Aesthetics. EvoMUSART 2013: 133-144 - [c40]António Leitão, Penousal Machado:
Self-adaptive mate choice for cluster geometry optimization. GECCO 2013: 957-964 - [c39]João Correia, Penousal Machado, Juan Romero, Adrián Carballal:
Evolving Figurative Images Using Expression-Based Evolutionary Art. ICCC 2013: 24-31 - [c38]Penousal Machado, Hugo Amaro:
Fitness Functions for Ant Colony Paintings. ICCC 2013: 32-39 - [c37]Tiago Martins, Penousal Machado, Artur Rebelo:
The garden of virtual delights: virtual fauna for a botanical garden. SIGGRAPH Posters 2013: 26 - [c36]Ruslan Kamolov, Penousal Machado, Pedro Cruz:
Musical flocks. SIGGRAPH Posters 2013: 93 - [c35]Ruslan Kamolov, Penousal Machado, Pedro Cruz:
Visualizing the flow of users on a wireless network. SIGGRAPH Posters 2013: 114 - [c34]Evgheni Polisciuc, Ana Alves, Carlos Bento, Penousal Machado:
Visualizing urban mobility. SIGGRAPH Posters 2013: 115 - [e11]Penousal Machado, James McDermott, Adrián Carballal:
Evolutionary and Biologically Inspired Music, Sound, Art and Design - Second International Conference, EvoMUSART 2013, Vienna, Austria, April 3-5, 2013. Proceedings. Lecture Notes in Computer Science 7834, Springer 2013, ISBN 978-3-642-36954-4 [contents] - 2012
- [c33]António Leitão, Francisco Baptista Pereira, Penousal Machado:
Enhancing cluster geometry optimization with Island Models. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c32]Penousal Machado, João Correia, Juan Romero:
Improving Face Detection. EuroGP 2012: 73-84 - [c31]Penousal Machado, João Correia, Juan Romero:
Expression-Based Evolution of Faces. EvoMUSART 2012: 187-198 - [c30]Penousal Machado, Luís Pereira:
Photogrowth: non-photorealistic renderings through ant paintings. GECCO 2012: 233-240 - [c29]João Correia, Penousal Machado, Juan Romero:
Improving haar cascade classifiers through the synthesis of new training examples. GECCO (Companion) 2012: 1479-1480 - [c28]Lígia Duro, Penousal Machado, Artur Rebelo:
Graphic narratives: generative book covers. SIGGRAPH Posters 2012: 22 - [e10]Alberto Moraglio, Sara Silva, Krzysztof Krawiec, Penousal Machado, Carlos Cotta:
Genetic Programming - 15th European Conference, EuroGP 2012, Málaga, Spain, April 11-13, 2012. Proceedings. Lecture Notes in Computer Science 7244, Springer 2012, ISBN 978-3-642-29138-8 [contents] - [e9]Penousal Machado, Juan Romero, Adrián Carballal:
Evolutionary and Biologically Inspired Music, Sound, Art and Design - First International Conference, EvoMUSART 2012, Málaga, Spain, April 11-13, 2012. Proceedings. Lecture Notes in Computer Science 7247, Springer 2012, ISBN 978-3-642-29141-8 [contents] - 2011
- [j6]Pedro Cruz, Penousal Machado:
Generative Storytelling for Information Visualization. IEEE Computer Graphics and Applications 31(2): 80-85 (2011) - [c27]Penousal Machado, António Leitão:
Evolving Fitness Functions for Mating Selection. EuroGP 2011: 227-238 - [c26]Juan Romero, Penousal Machado, Adrián Carballal, Olga Osorio:
Aesthetic Classification and Sorting Based on Image Compression. EvoApplications (2) 2011: 394-403 - [c25]Lígia Duro, Pedro Cruz, Penousal Machado:
Abstract ocean waves. SIGGRAPH Posters 2011: 11 - [c24]Pedro Cruz, Penousal Machado:
Visualizing the circulatory problems of Lisbon. SIGGRAPH Posters 2011: 92 - [e8]Sara Silva, James A. Foster, Miguel Nicolau, Penousal Machado, Mario Giacobini:
Genetic Programming - 14th European Conference, EuroGP 2011, Torino, Italy, April 27-29, 2011. Proceedings. Lecture Notes in Computer Science 6621, Springer 2011, ISBN 978-3-642-20406-7 [contents] - 2010
- [c23]Penousal Machado, Henrique Nunes, Juan Romero:
Graph-Based Evolution of Visual Languages. EvoApplications (2) 2010: 271-280 - [c22]Penousal Machado, Henrique Nunes:
A Step Towards the Evolution of Visual Languages. ICCC 2010: 41-50 - [c21]Pedro Cruz, Penousal Machado:
Visualizing empires decline. SIGGRAPH Posters 2010: 154:1 - [e7]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:
Applications of Evolutionary Computation, EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part II. Lecture Notes in Computer Science 6025, Springer 2010, ISBN 978-3-642-12241-5 [contents]
2000 – 2009
- 2009
- [c20]Juan Romero, Penousal Machado, Antonino Santos:
On the Socialization of Evolutionary Art. EvoWorkshops 2009: 557-566 - [c19]Gary Greenfield, Penousal Machado:
Simulating Artist and Critic Dynamics - An Agent-based Application of an Evolutionary Art System. IJCCI 2009: 190-197 - [e6]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:
Applications of Evolutionary Computing, EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG, Tübingen, Germany, April 15-17, 2009. Proceedings. Lecture Notes in Computer Science 5484, Springer 2009, ISBN 978-3-642-01128-3 [contents] - 2008
- [c18]Penousal Machado, Fernando Graça:
Evolutionary Pointillist Modules: Evolving Assemblages of 3D Objects. EvoWorkshops 2008: 453-462 - [c17]Penousal Machado, Juan Romero, Bill Z. Manaris:
Experiments in Computational Aesthetics. The Art of Artificial Evolution 2008: 381-415 - [e5]Juan Romero, Penousal Machado:
The Art of Artificial Evolution: A Handbook on Evolutionary Art and Music. Natural Computing Series, Springer 2008, ISBN 978-3-540-72876-4 [contents] - 2007
- [j5]Penousal Machado, Juan Romero, Antonino Santos, Amílcar Cardoso, Alejandro Pazos:
On the development of evolutionary artificial artists. Comput. Graph. 31(6): 818-826 (2007) - [c16]Bill Z. Manaris, Patrick Roos, Penousal Machado, Dwight Krehbiel, Luca Pellicoro, Juan Romero:
A Corpus-Based Hybrid Approach to Music Analysis and Composition. AAAI 2007: 839-845 - [e4]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:
Applications of Evolutinary Computing, EvoWorkshops 2007: EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog, Valencia, Spain, April11-13, 2007, Proceedings. Lecture Notes in Computer Science 4448, Springer 2007, ISBN 978-3-540-71804-8 [contents] - 2006
- [j4]Bill Z. Manaris, Penousal Machado:
Preface. Int. J. Artif. Intell. Tools 15(4): 491-494 (2006) - [e3]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:
Applications of Evolutionary Computing, EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC, Budapest, Hungary, April 10-12, 2006, Proceedings. Lecture Notes in Computer Science 3907, Springer 2006, ISBN 3-540-33237-5 [contents] - 2005
- [j3]Bill Z. Manaris, Juan Romero, Penousal Machado, Dwight Krehbiel, Timothy Hirzel, Walter Pharr, Robert B. Davis:
Zipf's Law, Music Classification, and Aesthetics. Comput. Music. J. 29(1): 55-69 (2005) - [j2]Penousal Machado, Juan Romero, Amílcar Cardoso, Antonino Santos:
Partially Interactive Evolutionary Artists. New Gener. Comput. 23(2): 143-155 (2005) - [c15]Bill Z. Manaris, Penousal Machado, Clayton McCauley, Juan Romero, Dwight Krehbiel:
Developing Fitness Functions for Pleasant Music: Zipf's Law and Interactive Evolution Systems. EvoWorkshops 2005: 498-507 - [c14]Juan Romero, Estanislao Sanmartín, Penousal Machado, Antonino Santos:
Artificial Inmune System Based Art. FLAIRS 2005: 92-98 - [e2]Franz Rothlauf, Jürgen Branke, Stefano Cagnoni, David W. Corne, Rolf Drechsler, Yaochu Jin, Penousal Machado, Elena Marchiori, Juan Romero, George D. Smith, Giovanni Squillero:
Applications of Evolutionary Computing, EvoWorkshops 2005: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Lausanne, Switzerland, March 30 - April 1, 2005, Proceedings. Lecture Notes in Computer Science 3449, Springer 2005, ISBN 3-540-25396-3 [contents] - 2004
- [c13]Jorge Tavares, Penousal Machado, Amílcar Cardoso, Francisco Baptista Pereira, Ernesto Costa:
On the Evolution of Evolutionary Algorithms. EuroGP 2004: 389-398 - [c12]Penousal Machado, Juan Romero, María Luisa Santos, Amílcar Cardoso, Bill Z. Manaris:
Adaptive Critics for Evolutionary Artists. EvoWorkshops 2004: 437-446 - [e1]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:
Applications of Evolutionary Computing, EvoWorkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Coimbra, Portugal, April 5-7, 2004, Proceedings. Lecture Notes in Computer Science 3005, Springer 2004, ISBN 3-540-21378-3 [contents] - 2003
- [c11]Amílcar Cardoso, Penousal Machado:
Computational Creativity. EPIA 2003: 2 - [c10]Juan Romero, Penousal Machado, Antonino Santos, Amílcar Cardoso:
On the Development of Critics in Evolutionary Computation Artists. EvoWorkshops 2003: 559-569 - [c9]Jorge Tavares, Francisco Baptista Pereira, Penousal Machado, Ernesto Costa:
On the Influence of GVR in Vehicle Routing. SAC 2003: 753-758 - 2002
- [j1]Penousal Machado, Amílcar Cardoso:
All the Truth About NEvAr. Appl. Intell. 16(2): 101-118 (2002) - [c8]Francisco Baptista Pereira, Jorge Tavares, Penousal Machado, Ernesto Costa:
GVR: A New Genetic Representation for the Vehicle Routing Problem. AICS 2002: 95-102 - [c7]Penousal Machado, Jorge Tavares, Francisco Baptista Pereira, Ernesto Costa:
Vehicle Routing Problem: Doing It The Evolutionary Way. GECCO 2002: 690 - 2001
- [p1]Amílcar Cardoso, Ernesto Costa, Penousal Machado, Francisco C. Pereira, Paulo Gomes:
An Architecture for Hybrid Creative Reasoning. Soft Computing in Case Based Reasoning 2001: 147-177 - 2000
- [c6]Francisco Baptista Pereira, Penousal Machado, Ernesto Costa, Amílcar Cardoso, Alberto Ochoa-Rodríguez, Roberto Santana, Marta Soto:
Too busy to learn [individual learning interaction with evolutionary algorithm in Busy Beaver problem]. CEC 2000: 720-727 - [c5]Roberto Santana, Alberto Ochoa-Rodríguez, Marta Soto, Francisco Baptista Pereira, Penousal Machado, Ernesto Costa, Amílcar Cardoso:
Probabilistic Evolution and the Busy Beaver Problem. GECCO 2000: 380
1990 – 1999
- 1999
- [c4]Penousal Machado, Francisco Baptista Pereira, Amílcar Cardoso, Ernesto Costa:
Busy Beaver - The Influence of Representation. EuroGP 1999: 29-38 - 1998
- [c3]Penousal Machado, Amílcar Cardoso:
Computing Aethetics. SBIA 1998: 219-228 - [c2]Francisco C. Pereira, Penousal Machado, Amílcar Cardoso:
Darwinci: Creating Bridges to Creativity. SBIA 1998: 239-248 - 1995
- [c1]Carlos Bento, Penousal Machado, Ernesto Costa:
On the Role of Splitting and Merging Past Cases for Generation of a New Solution. EPIA 1995: 249-260
Coauthor Index
Amílcar Cardoso
aka: F. Amílcar Cardoso
aka: F. Amílcar Cardoso
[j46] [c171] [c165] [c163] [c162] [c161] [i32] [c157] [c155] [c154] [c150] [c149] [j37] [j36] [j33] [c145] [c143] [c142] [c140] [c139] [c138] [c137] [i25] [j31] [c133] [c131] [c130] [c129] [c127] [i22] [i20] [i16] [c121] [c119] [c117] [c116] [c115] [c114] [c103] [p4] [i13] [i11] [j25] [j23] [j22] [c96] [c94] [c93] [p3] [i9] [i7] [j18] [c81] [i5] [c65] [c62] [c58] [e15] [j14] [c53] [c48] [c46] [c45] [r2] [c43] [c41] [c39] [c32] [c31] [c29]
[j45] [j44] [c168] [c167] [c161] [i34] [i31] [c160] [c159] [c158] [c154] [c153] [c152] [i30] [i29] [i28] [c148] [c146] [c141] [i27] [i26] [i25] [j30] [c134] [c132] [c131] [c129] [c128] [i22] [i19] [i18] [i17] [j27] [j26] [c120] [c118] [c117] [c114] [c113] [c111] [p4] [i15] [i14] [i13] [i12] [i11] [j25] [j21] [c97] [c96] [c95] [c93] [i10] [i9] [i8] [i7] [c88] [c85] [c84] [c83] [p2] [e17] [e16] [i6] [c71] [c70] [i3]
Francisco Baptista Pereira
aka: Francisco B. Pereira
aka: Francisco B. Pereira
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