Articles

  • P. Silva, D. Lopes, P. Martins, and P. Machado, “Field of Leaves: An Interactive Installation Sprouting Leaves Out of Public Money,” Proc. ACM Comput. Graph. Interact. Tech., vol. 5, iss. 4, 2022.

  • C. Maçãs, E. Polisciuc, and P. Machado, “ATOVis – A visualisation tool for the detection of financial fraud,” Information Visualization, p. 14738716221098074, 2022.

  • F. Baeta, J. Correia, T. Martins, and P. Machado, “Exploring Genetic Programming in TensorFlow with TensorGP,” SN Computer Science, vol. 3, iss. 2, pp. 1-16, 2022.

  • A. Cruz, J. P. Arrais, and P. Machado, “Force-Directed Timelines: Visualizing & Exploring Temporal Patterns,” Big Data Research, vol. 27, p. 100291, 2022.

  • J. Correia, T. Martins, S. Rebelo, J. Bicker, and P. Machado, “The X-Faces Behind the Portraits of No One,” SN Computer Science, vol. 2, iss. 4, p. 236, 2021.

  • C. Maçãs, N. Lourenço, and P. Machado, “Evolving visual artefacts based on consumption patterns,” International Journal of Arts and Technology, vol. 12, iss. 1, p. 60, 2020.

  • J. M. Cunha, N. Lourenço, P. Martins, and P. Machado, “Visual Blending for Concept Representation: A Case Study on Emoji Generation,” New Generation Computing, 2020.

  • A. Cruz, P. Machado, and J. P. Arrais, “CroP-Coordinated Panel visualization for biological networks analysis,” Bioinformatics, 2019.

  • C. Fernandez-Lozano, A. Carballal, P. Machado, A. Santos, and J. Romero, “Visual complexity modelling based on image features fusion of multiple kernels,” PeerJ, vol. 7, p. e7075, 2019.

  • P. Xiao, H. Toivonen, O. Gross, A. Cardoso, J. Correia, P. Machado, P. Martins, H. G. Oliveira, R. Sharma, A. M. Pinto, A. Díaz, V. Francisco, P. Gervás, R. Hervás, C. León, J. Forth, M. Purver, G. A. Wiggins, D. Miljković, V. Podpečan, S. Pollak, J. Kralj, M. Žnidaršič, M. Bohanec, N. Lavrač, T. Urbančič, F. V. D. Velde, and S. Battersby, “Conceptual Representations for Computational Concept Creation,” ACM Computing Surveys, vol. 52, iss. 1, p. 9:1-9:33, 2019.

  • F. Assuncao, J. Correia, R. Conceicao, M. J. M. Pimenta, B. Tome, N. Lourenco, and P. Machado, “Automatic Design of Artificial Neural Networks for Gamma-Ray Detection,” IEEE Access, vol. 7, pp. 110531-110540, 2019.

  • C. Maçãs, A. Rodrigues, G. Bernardes, and P. Machado, “MixMash: An Assistive Tool for Music Mashup Creation from Large Music Collections,” IJACDT, vol. 8, iss. 2, pp. 20-40, 2019.

  • P. Martins, G. H. Oliveira, J. C. Gonçalves, A. Cruz, A. F. Cardoso, M. Žnidaršič, N. Lavrač, S. Linkola, H. Toivonen, R. Hervás, and others, “Computational creativity infrastructure for online software composition: A conceptual blending use case,” IBM Journal of Research and Development, vol. 63, iss. 1, pp. 9-1, 2019.

  • T. Martins, J. M. Cunha, J. Bicker, and P. Machado, “Dynamic Visual Identities: from a survey of the state-of-the-art to a model of features and mechanisms,” Visible Language, vol. 53, iss. 2, pp. 4-35, 2019.

  • J. Parente, T. Martins, J. Bicker, and P. Machado, “Designing Dynamic Logotypes to Represent Data,” International Journal of Art, Culture and Design Technologies (IJACDT), vol. 8, iss. 1, 2019.

  • T. Martins, J. Correia, E. Costa, and P. Machado, “Evolving Stencils for Typefaces: Combining Machine Learning, User’s Preferences and Novelty,” Complexity, vol. 2019, 2019.

  • F. Assunção, N. Lourenço, P. Machado, and B. Ribeiro, “DENSER: deep evolutionary network structured representation,” Genetic Programming and Evolvable Machines, 2018.

  • A. Cruz, J. P. Arrais, and P. Machado, “Interactive and coordinated visualization approaches for biological data analysis,” Briefings in Bioinformatics, 2018.

  • M. A. Nogueira, P. H. Abreu, P. Martins, P. Machado, H. Duarte, and J. Santos, “An artificial neural networks approach for assessment treatment response in oncological patients using PET/CT images,” BMC Medical Imaging, vol. 17, iss. 1, p. 13, 2017.

  • A. Carballal, A. Santos, J. Romero, P. Machado, J. Correia, and L. Castro, “Distinguishing paintings from photographs by complexity estimates,” Neural Computing and Applications, 2016.

  • M. A. Nogueira, P. H. Abreu, P. Martins, P. Machado, H. Duarte, and J. Santos, “Image descriptors in radiology images: a systematic review,” Artificial Intelligence Review, pp. 1-29, 2016.

  • P. Cruz and P. Machado, “Pulsing Blood Vessels: A Figurative Approach to Traffic Visualization,” IEEE Computer Graphics and Applications, vol. 36, iss. 2, pp. 16-21, 2016.

  • P. Martins, P. Carvalho, and C. Gatta, “On the completeness of feature-driven maximally stable extremal regions,” Pattern Recognition Letters, vol. 74, iss. n/a, pp. 9-16, 2016.

  • P. Machado, T. Martins, H. Amaro, and P. H. Abreu, “Beyond Interactive Evolution: Expressing Intentions Through Fitness Functions,” Leonardo, vol. 49, iss. 3, pp. 251-256, 2016.

  • F. C. Pereira, F. Rodrigues, E. Polisciuc, and M. Ben-Akiva, “Why so many people? Explaining Nonhabitual Transport Overcrowding With Internet Data,” Intelligent Transportation Systems, IEEE Transactions on, vol. PP, iss. 99, pp. 1-10, 2015.

  • A. Leitão, F. B. Pereira, and P. Machado, “Island models for cluster geometry optimization: how design options impact effectiveness and diversity,” Journal of Global Optimization, vol. 63, iss. 4, pp. 677-707, 2015.

  • P. Machado, A. Vinhas, J. Correia, and A. Ekárt, “Evolving Ambiguous Images,” AI Matters, vol. 2, iss. 1, pp. 7-8, 2015.

  • P. Machado, J. Romero, M. Nadal, A. Santos, J. Correia, and A. Carballal, “Computerized measures of visual complexity,” Acta Psychologica, vol. 160, iss. 1, pp. 43-57, 2015.

  • F. Graça and P. Machado, “Evolving assemblages,” IJART, vol. 8, iss. 2, pp. 167-184, 2015.

  • G. Greenfield and P. Machado, “Ant- and Ant-Colony-Inspired ALife Visual Art,” Artificial Life, vol. 21, iss. 3, pp. 293-306, 2015.

  • P. Cruz, A. Cruz, and P. Machado, “Contiguous Animated Edge-Based Cartograms for Traffic Visualization,” IEEE Computer Graphics and Applications, vol. 35, iss. 5, pp. 76-83, 2015.

  • G. Greenfield and P. Machado, “Swarm Art: Curator’s Introduction,” Leonardo, vol. 47, iss. 1, pp. 5-7, 2014.

  • T. Barrass, A. Eldridge, G. Greenfield, C. Jacob, P. Machado, N. Monmarché, Y. Semet, F. Durand, U. O’Reilly, D. Shiffman, and P. Urbano, “Gallery Artists,” Leonardo, vol. 47, iss. 1, pp. 8-16, 2014.

  • A. Carballal, M. L. C. Pena, R. Perez, and J. Correia, “Detecting Bias on Aesthetic Image Datasets,” International Journal of Creative Interfaces and Computer Graphics, vol. 5, iss. 2, pp. 62-74, 2014.

  • J. C. Dias, P. Machado, D. C. Silva, and P. H. Abreu, “An Inverted Ant Colony Optimization approach to traffic,” Engineering Applications of Artificial Intelligence, vol. 36, pp. 122-133, 2014.

  • P. Martins, P. Carvalho, and C. Gatta, “Context-aware Features and Robust Image Representations,” Journal of Visual Communication and Image Representation, vol. 25, iss. 2, pp. 339-348, 2014.

  • A. Leitão, A. Vinhas, P. Machado, and F. Pereira, “A Genetic Algorithms Approach for Inverse Shortest Path Length Problems,” International Journal of Natural Computing Research (IJNCR), vol. 4, iss. 4, pp. 26-54, 2014.

  • J. Romero, P. Machado, and A. Carballal, “Guest editorial: special issue on biologically inspired music, sound, art and design,” Genetic Programming and Evolvable Machines, vol. 14, iss. 3, pp. 281-286, 2013.

  • F. Rodrigues, A. Alves, E. Polisciuc, S. Jiang, J. Ferreira, and F. Pereira, “Estimating disaggregated employment size from Points-of-Interest and census data: From mining the web to model implementation and visualization,” International Journal on Advances in Intelligent Systems, vol. 6, iss. 1 and 2, pp. 41-52, 2013.

  • J. Romero, P. Machado, A. Carballal, and A. Santos, “Using complexity estimates in aesthetic image classification,” Journal of Mathematics and the Arts, vol. 6, iss. 2-3, pp. 125-136, 2012.

  • G. Greenfield and P. Machado, “Guest Editors’ introduction,” Journal of Mathematics and the Arts, vol. 6, iss. 2-3, pp. 59-64, 2012.

  • P. Machado and J. Romero, “On Evolutionary Computer-Generated Art,” The Evolutionary Review: Art, Science, Culture, vol. 2, iss. 1, pp. 156-170, 2011.

  • P. Cruz and P. Machado, “Generative Storytelling for Information Visualization,” IEEE Computer Graphics and Applications, vol. 31, iss. 2, pp. 6-11, 2011.

  • P. Machado, J. Romero, A. Santos, A. Cardoso, and A. Pazos, “On the development of evolutionary artificial artists,” Computers & Graphics, vol. 31, iss. 6, pp. 818-826, 2007.

  • B. Z. Manaris and P. Machado, “Preface artificial intelligence in music and art,” International Journal on Artificial Intelligence Tools, vol. 15, iss. 4, pp. 491-494, 2006.

  • B. Manaris, J. Romero, P. Machado, D. Krehbiel, T. Hirzel, W. Pharr, and R. Davis, “Zipf’s Law, Music Classification and Aesthetics,” Computer Music Journal, vol. 29, iss. 1, pp. 55-69, 2005.

  • P. Machado and J. Romero, “CreArt2 — Creative Artificial Artists,” nada, 2005.

  • P. Machado, J. Romero, A. Cardoso, and A. Santos, “Partially Interactive Evolutionary Artists,” New Generation Computing — Special Issue on Interactive Evolutionary Computation, vol. 23, iss. 42, pp. 143-155, 2005.

  • P. Machado and A. Cardoso, “All the truth about NEvAr,” Applied Intelligence, Special Issue on Creative Systems, vol. 16, iss. 2, pp. 101-119, 2002.

  • P. Machado, A. Dias, and A. Cardoso, “Learning to Colour Greyscale Images,” The Interdisciplinary Journal of Artificial Intelligence and the Simulation of Behaviour — AISB Journal, vol. 1, iss. 2, pp. 209-219, 2002.

  • A. Cardoso, C. Bento, P. Machado, and F. C. Pereira, “Darwin and creationism reconciled — When computers should surprise us,” i3 magazine — The European Network for Intelligent Information Interfaces, vol. 1, iss. 12, pp. 20-25, 2002.

In Collections

  • C. Maçãs, E. Polisciuc, and P. Machado, “Visualization and Self-Organising Maps for the Characterisation of Bank Clients,” in Integrating Artificial Intelligence and Visualization for Visual Knowledge Discovery, B. Kovalerchuk, K. Nazemi, R. Andonie, N. Datia, and E. Banissi, Eds., Cham: Springer International Publishing, 2022, pp. 255-287.

  • J. M. Cunha, T. Martins, P. M. Chaves, J. Bicker, and P. Machado, “Dynamic Visual Identities: Exploring Variation Mechanisms to Achieve Flexibility,” in Perspectives on Design and Digital Communication, Springer, 2021, pp. 91-104.

  • V. Costa, N. Lourenço, J. Correia, and P. Machado, “Neuroevolution of Generative Adversarial Networks,” in Natural Computing Series, Springer Singapore, 2020, pp. 293-322.

  • J. Correia, P. Machado, J. Romero, P. Martins, and A. Cardoso, “Breaking the Mould An Evolutionary Quest for Innovation Through Style Change,” in Computational Creativity – The Philosophy and Engineering of Autonomously Creative Systems, 1 ed., n/a: Springer, 2019, vol. 1, pp. 353-398.

  • A. Carballal, L. Castro, C. Fernandez-Lozano, N. Rodríguez-Fernández, J. Romero, and P. Machado, “Aesthetic Composition Indicator Based on Image Complexity,” in Advances in Multimedia and Interactive Technologies, IGI Global, 2019, pp. 185-202.

  • N. Lourenço, F. Assunção, F. B. Pereira, E. Costa, and P. Machado, “Structured Grammatical Evolution: A Dynamic Approach,” in Handbook of Grammatical Evolution, C. Ryan, M. O’Neill, and J. Collins, Eds., Cham: Springer International Publishing, 2018, pp. 137-161.

  • E. Polisciuc and P. Machado, “Smart City Portrayal: Dynamic Visualization Applied to the Analysis of Underground Metro,” in Data Analytics for Smart Cities, Auerbach Publications, 2018, pp. 91-110.

  • E. Polisciuc and P. Machado, “Swarm-Based Edge Bundling Applied to Flow Mapping,” in Computer Vision, Imaging and Computer Graphics Theory and Applications: 11th International Joint Conference, VISIGRAPP 2016, Rome, Italy, February 27 — 29, 2016, Revised Selected Papers, J. Braz, N. Magnenat-Thalmann, P. Richard, L. Linsen, A. Telea, S. Battiato, and F. Imai, Eds., Cham: Springer International Publishing, 2017, pp. 310-326.

  • A. Leitão and P. Machado, “Mate Choice in Evolutionary Computation,” in Handbook of Genetic Programming Applications, A. H. Gandomi, A. H. Alavi, and C. Ryan, Eds., Cham: Springer International Publishing, 2015, pp. 155-177.

  • P. Machado, J. Correia, and F. Assunção, “Graph-Based Evolutionary Art,” in Handbook of Genetic Programming Applications, A. H. Gandomi, A. H. Alavi, and C. Ryan, Eds., Cham: Springer International Publishing, 2015, pp. 3-36.

  • P. Martins, F. C. Pereira, and A. Cardoso, “Modelos Computacionales para la Integración Conceptual,” in Creatividad Computacional, – ed., R. P. y Pérez, Ed., Patria, 2015, vol. -, pp. 51-64.

  • P. Cruz and P. Machado, “City Portraits and Caricatures,” in Decoding the City: How Big Data Can Change Urbanism, D. Offenhuber and C. Ratti, Eds., Berlin: Birkhauser, 2014, pp. 96-109.

  • P. Cruz and P. Machado, “Stadtportraits und Stadtkarikaturen,” in Die Stadt Entschlusseln: Wie Echtzeitdaten Den Urbanismus Verandern: Wie Echtzeitdaten den Urbanismus verändern, D. Offenhuber and C. Ratti, Eds., Berlin: Birkhauser, 2013, pp. 103-115.

  • J. Romero, P. Machado, A. Carballal, and J. Correia, “Computing Aesthetics with Image Judgement Systems,” in Computers and Creativity, J. McCormack and M. d’Inverno, Eds., Springer Berlin Heidelberg, 2012, pp. 295-322.

  • P. Machado and M. Santos, “Computacion Evolutiva y Creatividad,” in Inteligencia Artificial y Computacion Avanzada, J. Romero, C. daFonte, A. Gomez, and P. Machado, Eds., Fundacion Alfredo Brañas, 2007, pp. 147-177.

  • P. Machado, J. Romero, and B. Manaris, “Experiments in Computational Aesthetics: An Iterative Approach to Stylistic Change in Evolutionary Art,” in The Art of Artificial Evolution: A Handbook on Evolutionary Art and Music, J. Romero and P. Machado, Eds., Springer Berlin Heidelberg, 2007, pp. 381-415.

  • J. Romero and P. Machado, “book preface,” in The Art of Artificial Evolution: A Handbook on Evolutionary Art and Music, J. Romero and P. Machado, Eds., Springer Berlin Heidelberg, 2007, p. VII-XII.

  • P. Machado, F. B. Pereira, J. Tavares, E. Costa, and A. Cardoso, “Evolutionary Turing Machines — The Quest for Busy,” in Recent Developments in Biologically Inspired Computing, L. N. de Castro and F. V. J. Zuben, Eds., IGI Global, 2004, pp. 9-40.

  • A. Cardoso, E. Costa, P. Machado, F. C. Pereira, and P. Gomes, “An architecture for hybrid creative reasoning,” in Soft computing in case based reasoning, S. K. Pal, T. S. Dillon, and D. S. Yeung, Eds., London, UK: Springer-Verlag, 2001, pp. 147-177.

In Proceedings

  • R. Gonçalves, S. M. Rebelo, D. Lopes, and A. Rebelo, “Promoting climate awareness through the design of interactive moving posters,” in DRS2022: Bilbao, 25 June – 3 July, Bilbao, Spain, 2022.

  • P. Silva, C. Maçãs, J. Correia, P. Machado, and E. Polisciuc, “ANTENNA: A Tool for Visual Analysis of Urban Mobility based on Cell Phone Data,” in Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications – IVAPP, 2022, pp. 88-100.

  • P. Carvalho, N. Lourenço, and P. Machado, “Evolving Adaptive Neural Network Optimizers for Image Classification,” in Genetic Programming, Cham, 2022, pp. 3-18.

  • D. Lopes, J. Correia, and P. Machado, “EvoDesigner: Towards Aiding Creativity in Graphic Design,” in Artificial Intelligence in Music, Sound, Art and Design – 11th International Conference, EvoMUSART 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20-22, 2022, Proceedings, 2022, pp. 162-178.

  • S. Pereira, J. Correia, and P. Machado, “Evolving Data Augmentation Strategies,” in Applications of Evolutionary Computation, Cham, 2022, pp. 337-351.

  • M. Seiça, L. Roque, P. Martins, and A. F. Cardoso, “A Systemic Perspective for Sonification Aesthetics,” in Proceedings of the 26th International Conference on Auditory Display (ICAD 2021), 2021.

  • P. Silva, P. Martins, and P. Machado, “Personal Instants,” in 9th Conference on Computation, Communication, Aesthetics & X (xCoAx 2021), 2021.

  • J. Correia, L. Vieira, N. Rodriguez-Fernandez, J. Romero, and P. Machado, “Evolving Image Enhancement Pipelines,” in Artificial Intelligence in Music, Sound, Art and Design, Cham, 2021, pp. 82-97.

  • S. M. Rebelo, T. Martins, J. Bicker, and P. Machado, “Exploring Automatic Fitness Evaluation for Evolutionary Typesetting,” in Creativity and Cognition, New York, NY, USA, 2021.

  • P. Silva, C. Maçãs, E. Polisciuc, and P. Machado, “Visualisation Tool to Support Fraud Detection,” in Proceedings of the 25th International Conference Information Visualisation (IV), 2021.

  • S. S. Almeida, A. Boavida, and T. Martins, “Type Gym: typography training platform,” in Proceedings of the short papers of the 5th International Conference on Design and Digital Communication, Digicom 2021, Barcelos, Portugal, 2021, pp. 69-80.

  • T. Martins, M. Seiça, and P. Martins, “Planar: Discovering City Soundscapes,” in 9th Conference on Computation, Communication, Aesthetics & X, 2021, pp. 435-439.

  • M. Seiça, S. Rebelo, N. Lourenço, and P. Martins, “#ESSYS*: An Online Happening,” in 9th Conference on Computation, Communication, Aesthetics & X, 2021, pp. 570-577.

  • A. Santos, T. Martins, and J. Correia, “Creating Artistic Geographical Maps with Neural Style Transfer,” in 9th Conference on Computation, Communication, Aesthetics & X, 2021, pp. 46-61.

  • F. Baeta, J. Correia, T. Martins, and P. Machado, “TensorGP – Genetic Programming Engine in TensorFlow,” in Applications of Evolutionary Computation – 24th International Conference, EvoApplications 2021, Held as Part of EvoStar 2021, Virtual Event, April 7-9, 2021, Proceedings, 2021, pp. 763-778.

  • R. Craveirinha, L. L. Pereira, M. Seiça, and L. Roque, “Aesthetic Perspectives on Computational Media Design,” in Entertainment Computing — ICEC 2021, Cham, 2021, pp. 482-488.

  • M. Seiça, J. C. e. Castro, S. Rebelo, P. Martins, A. Boavida, and P. Machado, “Casa das Máquinas: An Artificial Dialogue of Portuguese Poetry,” in Entertainment Computing — ICEC 2021, Cham, 2021, pp. 509-512.

  • L. Gonçalo, J. M. Cunha, and P. Machado, “Towards a Visual Language Using Neural Networks,” in Proceedings of the Twelfth International Conference on Computational Creativity, ICCC 2021, México Virutal, September 14-18, 2021, 2021, pp. 419-423.

  • E. Duarte, T. Martins, and A. Rebelo, “Variable Image Patterns,” in 10th International Conference on Digital and Interactive Arts, New York, NY, USA, 2021.

  • F. Baeta, J. Correia, T. Martins, and P. Machado, “Speed benchmarking of genetic programming frameworks,” in GECCO ’21: Genetic and Evolutionary Computation Conference, Lille, France, July 10-14, 2021, 2021, pp. 768-775.

  • D. Lopes, J. Correia, and P. Machado, “Adea: Evolving Glyphs for Aiding Creativity in the Graphic Design Workflow,” in 8th Conference on Computation, Communication, Aesthetics & X (xCoAx 2020), 2020, pp. 160-169.

  • V. Costa, N. Lourenço, J. Correia, and P. Machado, “Exploring the evolution of GANs through quality diversity,” in Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 2020.

  • D. Lopes, J. Correia, and P. Machado, “Adea – Evolving Glyphs for Aiding Creativity in Typeface Design,” in Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, New York, NY, USA, 2020, pp. 97-98.

  • P. Carvalho, N. Lourenço, Filipe Assunção, and P. Machado, “AutoLR,” in Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 2020.

  • M. Seiça, L. Roque, P. Martins, and A. F. Cardoso, “Contrasts and Similarities between Two Audio Research Communities in Evaluating Auditory Artefacts,” in Proceedings of the 15th International Conference on Audio Mostly, New York, NY, USA, 2020, p. 183–190.

  • J. Parente, T. Martins, J. Bicker, and J. Bicker, “Which type is your type?,” in Proceedings of the Eleventh International Conference on Computational Creativity, 2020.

  • J. M. Cunha, P. Martins, and P. Machado, “Let’s Figure This Out: A Roadmap for Visual Conceptual Blending,” in Proceedings of the Eleventh International Conference on Computational Creativity, ICCC 2020, Coimbra, Portugal, September 7-11, 2020, 2020, pp. 445-452.

  • P. Wicke and J. M. Cunha, “An Approach for Text-to-Emoji Translation,” in Proceedings of the Eleventh International Conference on Computational Creativity, ICCC 2020, Coimbra, Portugal, September 7-11, 2020, 2020, pp. 504-507.

  • S. Rebelo, J. Bicker, and P. Machado, “Evolutionary Experiments in Typesetting of Letterpress-Inspired Posters,” in Proceedings of the Eleventh International Conference on Computational Creativity, September 7–11, 2020, 2020.

  • T. Martins, J. Correia, S. Rebelo, J. Bicker, and P. Machado, “Portraits of No One: An Interactive Installation,” in Artificial Intelligence in Music, Sound, Art and Design, Cham, 2020, pp. 104-117.

  • V. Costa, N. Lourenço, J. Correia, and P. Machado, “Using Skill Rating as Fitness on the Evolution of GANs,” in Applications of Evolutionary Computation – 23rd European Conference, EvoApplications 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15-17, 2020, Proceedings, 2020, pp. 562-577.

  • A. C. Rodrigues, B. Sousa, P. Machado, and A. Cardoso, “Glowing Lichen: Visually Sensing Social Spaces,” in ISEA 2020: 26th International International Symposium on Electronic Art, Monteral, Canada, October 13-18, 2020, 2020.

  • J. Correia, F. Ferreira, and C. Maçãs, “Cable-Stayed Bridge Optimization Solution Space Exploration,” in Genetic and Evolutionary Computation Conference Companion (GECCO ’20 Companion), July 8–12, 2020, Cancún, Mexico, 2020.

  • P. Fernandes, J. Correia, and P. Machado, “Evolutionary Latent Space Exploration of Generative Adversarial Networks,” in Applications of Evolutionary Computation – 23rd European Conference, EvoApplications 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15-17, 2020, Proceedings, 2020, pp. 595-609.

  • J. Correia and F. Ferreira, “Designing Cable-Stayed Bridges with Genetic Algorithms,” in Applications of Evolutionary Computation, Cham, 2020, pp. 228-243.

  • C. Maçãs, E. Polisciuc, and P. Machado, “GlyphSOMe: Using SOM with Data Glyphs for Customer Profiling,” in Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2020, Volume 3: IVAPP, Valletta, Malta, February 27-29, 2020, 2020, pp. 301-308.

  • J. M. Cunha, P. Martins, H. G. Oliveira, and P. Machado, “Ever-changing Flags: Trend-driven Symbols of Identity,” in 8th Conference on Computation, Communication, Aesthetics & X (xCoAx 2020), 2020.

  • J. M. Cunha, P. Martins, N. Lourenço, and P. Machado, “Emojinating Co-Creativity: Integrating Self-Evaluation and Context-Adaptation,” in Proceedings of the Eleventh International Conference on Computational Creativity, ICCC 2020, Coimbra, Portugal, September 7-11, 2020, 2020, pp. 85-88.

  • J. M. Cunha, P. Martins, and P. Machado, “Ever-changing Flags: Impact and Ethics of Modifying National Symbols,” in Proceedings of the Eleventh International Conference on Computational Creativity, ICCC 2020, Coimbra, Portugal, September 7-11, 2020, 2020, pp. 410-413.

  • A. Cruz, J. P. Arrais, and P. Machado, “Exploring Time-Series Through Force-Directed Timelines,” in 2020 24th International Conference Information Visualisation (IV), 2020.

  • J. M. Cunha, P. Martins, and P. Machado, “Knowledge in Computational Design: Typography, Emoji and Flags,” in Joint Proceedings of the ICCC 2020 Workshops (WS 2020), 2020.

  • P. Fernandes, J. Correia, and M. Penousal, “Towards Latent Space Exploration for Classifier Improvement,” in 24th European Conference on Artificial Intelligence (ECAI 2020) – ADGN20: First workshop on Applied Deep Generative Networks, 2020.

  • C. Maçãs, E. Polisciuc, and P. Machado, “VaBank: Visual Analytics for Banking Transactions,” in 24th International Conference Information Visualisation, IV 2020, Melbourne, Australia, September 7-11, 2020, 2020, p. 336–343.

  • J. Parente, T. Martins, J. Bicker, P. Hardman, and P. Machado, “Working with type: approaches on generative and evolutionary typographic creation,” in Joint Proceedings of the ICCC 2020 Workshops (WS 2020), 2020.

  • J. Rebelo, S. Rebelo, and A. Rebelo, “Experiments in Algorithmic Design of Web Pages,” in Joint Proceedings of the ICCC 2020 Workshops (WS 2020), 2020.

  • T. Martins, J. Correia, S. Rebelo, J. Bicker, and P. Machado, “Portraits of No One: An Internet Artwork,” in Proceedings of the 28th ACM International Conference on Multimedia, New York, NY, USA, 2020, p. 4392–4393.

  • C. G. Lopes, J. M. Cunha, and P. Martins, “Towards Generative Illustration of Text,” in Joint Proceedings of the ICCC 2020 Workshops (WS 2020), 2020.

  • P. Carvalho, N. Lourenço, F. Assunção, and P. Machado, “AutoLR: An Evolutionary Approach to Learning Rate Policies,” in Proceedings of the 2020 Genetic and Evolutionary Computation Conference, New York, NY, USA, 2020, p. 672–680.

  • F. Assunção, N. Lourenço, B. Ribeiro, and P. Machado, “Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution,” in Applications of Evolutionary Computation, Cham, 2020, pp. 530-545.

  • J. M. Cunha, S. Harmon, C. Guckelsberger, A. Kantosalo, P. M. Bodily, and K. Grace, “Understanding and Strengthening the Computational Creativity Community: A Report From The Computational Creativity Task Force,” in Proceedings of the Eleventh International Conference on Computational Creativity, ICCC 2020, Coimbra, Portugal, September 7-11, 2020, 2020, pp. 1-7.

  • F. Assunção, N. Lourenço, B. Ribeiro, and P. Machado, “Incremental Evolution and Development of Deep Artificial Neural Networks,” in Genetic Programming, Cham, 2020, pp. 35-51.

  • S. Rebelo, J. Bicker, and P. Machado, “Evolutionary Typesetting: An Automatic Approach Towards the Generation of Typographic Posters from Tweets,” in Joint Proceedings of ArtsIT/DLI 2020, 2020.

  • P. Silva, P. Martins, and P. Machado, “Money Leave(s) Portugal: an Aesthetic Exploration of Public Investments,” in Proceedings of the 24th International Conference Information Visualisation (IV), 2020.

  • T. Martins, S. Rebelo, J. Bicker, and P. Machado, “Building Typefaces as Programs: A node-based approach for modular type design,” in Ninth Typography Meeting (9ET) — Book of Proceeding, Tomar, Portugal, 2019, pp. 64-78.

  • M. Seiça, P. Martins, L. Roque, and A. F. Cardoso, “A Sonification Experience to Portray the Sounds of Portuguese Consumption Habits,” in Proceedings of the 25th International Conference on Auditory Display (ICAD 2019), 2019.

  • S. G. Santos and J. C. S. Cardoso, “Web-based Virtual Reality with A-Frame,” in 14th Iberian Conference on Information Systems and Technologies (CISTI), 2019, pp. 1-2.

  • J. M. Cunha, N. Lourenço, J. Correia, P. Martins, and P. Machado, “Emojinating: Evolving Emoji Blends,” in Computational Intelligence in Music, Sound, Art and Design – 8th International Conference, EvoMUSART 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24-26, 2019, Proceedings, 2019, pp. 110-126.

  • P. M. Chaves, J. M. Cunha, T. Martins, and J. Bicker, “Flexibility in Dynamic Visual Identities: Exploring Variation Mechanisms to achieve Flexibility,” in Proceedings of the Third International Conference on Design and Digital Conference (DIGICOM), Barcelos, Portugal, November 15-16, 2019, 2019.

  • J. Correia, T. Martins, and P. Machado, “Evolutionary Data Augmentation in Deep Face Detection,” in GECCO 2019 – Proceedings of the 2019 Genetic and Evolutionary Computation Conference, Prague, Czech Republic, 2019.

  • C. Maçãs, D. Palma, and A. Rebelo, “TypEm: A Generative Typeface That Represents the Emotion of the Text,” in Proceedings of the 9th International Conference on Digital and Interactive Arts, New York, NY, USA, 2019.

  • J. M. Cunha, P. Martins, and P. Machado, “Emojinating: Hooked Beings,” in Proceedings of the 9th International Conference on Digital and Interactive Arts, 2019.

  • J. M. Cunha, S. Rebelo, P. Martins, and P. 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?,” in Proceedings of the Tenth International Conference on Computational Creativity, UNC Charlotte, North Carolina, June 17-21, 2019., 2019.

  • V. Costa, N. Lourenço, J. Correia, and P. Machado, “COEGAN: Evaluating the Coevolution Effect in Generative Adversarial Networks,” in GECCO 2019 – Proceedings of the 2019 Genetic and Evolutionary Computation Conference, Prague, Czech Republic, 2019.

  • S. Rebelo, T. Martins, A. Rebelo, J. Bicker, and P. 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,” in Proceedings of the 10th Typography Meeting “Borders”, 2019.

  • S. Rebelo, C. Pires, P. Martins, J. Bicker, and P. Machado, “Designing Posters Towards a Seamless Integration in Urban Surroundings: A Computational Approach,” in Proceedings of the 9th International Conference on Digital and Interactive Arts, New York, NY, USA, 2019.

  • F. A. Pereira, T. Martins, S. Rebelo, and J. Bicker, “Web-based Tool for the Generation of Letterforms,” in Proceedings of the 10th Typography Meeting – Borders, 2019.

  • J. C. e Castro, P. Martins, A. Boavida, and P. Machado, “Máquina de Ouver – From Sound to Type: Finding the Visual Representation of Speech by Mapping Sound Features to Typographic Variables,” in ARTECH 2019: 9th International Conference on Digital and Interactive Arts, Braga, Portugal, October 23-25, 2019, 2019, p. 13:1-13:8.

  • “Gestural Locomotion in 360 Virtual Tour of Coimbra,” in Multi Conference on Computer Science and Information Systems (MCCSIS) – Proceedings of the International Conferences on Interfaces and Human Computer Interaction 2019, 2019, pp. 358-362.

  • T. Martins, S. Rebelo, J. Bicker, and P. Machado, “Portraying with Letters: An Interactive Installation,” in Proceedings of the International Association of Societies of Design Research Conference 2019 “Digital Revolutions” (IASDR 2019), Manchester, United Kingdom, 2019.

  • F. A. Pereira, T. Martins, S. Rebelo, and J. Bicker, “Generative Type Design: Creating Glyphs from Typographical Skeletons,” in Proceedings of the 9th International Conference on Digital and Interactive Arts, New York, NY, USA, 2019.

  • B. Sousa, N. Coelho, and P. Machado, “Stop and Care: Changing Behaviours Through Participatory Interaction,” in ARTECH 2019: 9th International Conference on Digital and Interactive Arts, Braga, Portugal, October 23-25, 2019, 2019, p. 79:1–79:4.

  • A. Rodrigues, A. Cardoso, and P. Machado, “A Dynamic Approach for the Generation of Perceptual Associations,” in Proceedings of the Tenth International Conference on Computational Creativity, Charlotte, North Carolina, USA, June 17-21, 2019, 2019, pp. 301-305.

  • J. M. Simões, P. Machado, and A. C. Rodrigues, “Deep Learning for Expressive Music Generation,” in ARTECH 2019: 9th International Conference on Digital and Interactive Arts, Braga, Portugal, October 23-25, 2019, 2019, p. 14:1–14:9.

  • J. M. Cunha and A. Cardoso, “From Conceptual Blending to Visual Blending And Back,” in Computational Creativity Meets Digital Literary Studies (Dagstuhl Seminar 19172) — Dagstuhl Reports, T. R. Besold, P. Gervás, E. Gius, and S. Schulz, Eds., , 2019, vol. 9, p. 92.

  • M. Seiça, A. Rodrigues, A. F. Cardoso, P. Martins, and P. Machado, “Computer Generation and Perception Evaluation of Music-Emotion Associations,” in 14th International Symposium on Computer Music Multidisciplinary Research, Marseille, France, October 14-18, 2019, 2019, p. 789.

  • D. Lopes, P. Martins, and P. Machado, “Olhos Music Fest _Branding,” in 2018 22nd International Conference Information Visualisation (IV), 2018, pp. 510-511.

  • J. Parente, T. Martins, and J. Bicker, “Data-driven Logotype Design,” in 22 International Conference Information Visualisation (IV2018), 2018.

  • S. Rebelo and J. Bicker, “Signage Design for (Re)Occupied Buildings: The case of study of Royal College of Art of University Coimbra,” in Proceedings of the Ninth Typography Meeting (9ET), Tomar, Portugal, 2018.

  • S. Rebelo, T. Martins, J. Bicker, and P. Machado, “Typography as Image: Experiments on Typographic Portraits,” in Proceedings of the Ninth Typography Meeting (9ET), 2018.

  • E. Polisciuc, F. Assunção, and P. Machado, “Towards Partially Automatic Search of Edge Bundling Parameters,” in EvoMUSART, 2018, pp. 223-238.

  • T. Martins, S. Rebelo, J. Bicker, and P. Machado, “Building Typefaces as Programs: A node-based approach for modular type design,” in Proceedings of the Ninth Typography Meeting (9ET), 2018.

  • C. Maçãs, A. Rodrigues, G. Bernardes, and P. Machado, “MixMash: a Visualisation System for Musical Mashup Creation,” in 22 International Conference Information Visualisation, 2018.

  • A. Rodrigues, A. Cardoso, and P. Machado, “Generation of Aesthetic Emotions guided by Perceptual Features,” in Proceedings of the Ninth International Conference on Computational Creativity, Salamanca, Spain, June 25-29, 2018, 2018, p. 306.

  • S. Rebelo, J. Bicker, and P. Machado, “Computational Creative Experiments in the Development of Visual Identities.,” in Proceedings of the Ninth International Conference on Computational Creativity, 2018, pp. 308-309.

  • J. M. Cunha, P. Martins, and P. Machado, “How Shell and Horn make a Unicorn: Experimenting with Visual Blending in Emoji,” in Proceedings of the Ninth International Conference on Computational Creativity, Salamanca, Spain, June 25-29, 2018., 2018, pp. 145-152.

  • J. M. Cunha, E. Polisciuc, P. Martins, and P. Machado, “The Many-Faced Plot:Strategy for Automatic Glyph Generation,” in Proceedings of the 22st International Conference Information Visualisation (IV), 2018, 2018.

  • M. Cruz, P. Hardman, and J. M. Cunha, “Computationally Generating Images for Music Albums,” in Proceedings of the Ninth International Conference on Computational Creativity, Salamanca, Spain, June 25-29, 2018., 2018, p. 309.

  • J. M. Cunha, P. Martins, and P. Machado, “Emojinating: Representing Concepts Using Emoji,” in Workshop Proceedings from The 26th International Conference on Case-Based Reasoning (ICCBR 2018), Stockholm, Sweden, 2018, p. 185.

  • F. Assunção, D. Sereno, N. Lourenço, P. Machado, and B. Ribeiro, “Automatic Evolution of AutoEncoders for Compressed Representations,” in CEC, 2018, pp. 1-8.

  • G. Gostyaeva, P. Machado, and T. Martins, “Evolving Virtual Ecology,” in ArtsIT 2018 – 7th EAI International Conference: ArtsIT, Interactivity & Game Creation, Braga, Portugal, 2018.

  • S. Rebelo, C. M. Fonseca, J. Bicker, and P. Machado, “Evolutionary Experiments in the Development of Typographical Posters,” in 6th Conference on Computation, Communication, Aesthetics & X, Madrid, Spain (xCoAx 2018), 2018, pp. 65-75.

  • C. Maçãs and P. Machado, “Radial Calendar of Consumption,” in 22nd International Conference Information Visualisation, IV 2018, Fisciano, Italy, July 10-13, 2018, 2018, pp. 96-102.

  • C. Maçãs, A. Rodrigues, G. Bernardes, and P. Machado, “MixMash: A Visualisation System for Musical Mashup Creation,” in 22nd International Conference Information Visualisation, IV 2018, Fisciano, Italy, July 10-13, 2018, 2018, pp. 471-477.

  • C. Maçãs, P. Martins, and P. Machado, “Consumption as a Rhythm: A Multimodal Experiment on the Representation of Time-Series,” in 22nd International Conference Information Visualisation, IV 2018, Fisciano, Italy, July 10-13, 2018, 2018, pp. 504-509.

  • J. M. Cunha, P. Martins, and P. Machado, “Using Image Schemas in the Visual Representation of Concepts,” in Joint Proceedings of the Workshops C3GI: The 7th International Workshop on Computational Creativity, Concept Invention, and General Intelligence ISD4: The 4th Image Schema Day, and SCORE: From Image Schemas to Cognitive Robotics, Bozen-Bolzano, Italy, December 13-15, 2018., 2018.

  • C. Maçãs, N. Lourenço, and P. Machado, “Interactive Evolution of Swarms for the Visualisation of Consumptions,” in Interactivity, Game Creation, Design, Learning, and Innovation – 7th EAI International Conference, ArtsIT 2018, and 3rd EAI International Conference, DLI 2018, ICTCC 2018, Braga, Portugal, October 24-26, 2018, Proceedings, 2018, pp. 101-110.

  • J. Caetano, P. Hardman, and T. Martins, “Interactive Animated Alphabet,” in Proceedings of the Ninth Typography Meeting (9ET), 2018.

  • A. Cruz, P. Machado, and J. P. Arrais, “Interactive Network Visualization of Gene Expression Time-Series Data,” in 22nd International Conference Information Visualisation, IV 2018, Salerno, Italy, July 10-13, 2018, 2018.

  • J. Parente, T. Martins, and J. Bicker, “Generative Type Design,” in Proceedings of the Ninth Typography Meeting (9ET), 2018.

  • T. Martins, J. Correia, E. Costa, and P. Machado, “Evotype: Towards the Evolution of Type Stencils,” in Computational Intelligence in Music, Sound, Art and Design, Cham, 2018, pp. 299-314.

  • E. Polisciuc, A. Cruz, P. Machado, and J. P. Arrais, “On the Role of Aesthetics in Genetic Algorithms Applied to Graph Drawing,” in Proceedings of the Genetic and Evolutionary Computation Conference Companion, New York, NY, USA, 2017, pp. 1713-1720.

  • F. Assunção, N. Lourenço, B. Ribeiro, and P. Machado, “Evolutionary Machine Learning: An Essay on Benchmarking,” in Proceedings of the 23rd Portuguese Conference on Pattern Recognition (RecPad), 2017.

  • F. Assunção, N. Lourenço, P. Machado, and B. Ribeiro, “Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach,” in Proceedings of the 19th annual conference on Genetic and evolutionary computation, 2017.

  • F. Assunção, N. Lourenço, P. Machado, and B. Ribeiro, “Automatic Generation of Neural Networks with Structured Grammatical Evolution,” in 2017 IEEE Congress on Evolutionary Computation (CEC), 2017.

  • F. Assunção, N. Lourenço, B. Ribeiro, and P. Machado, “Evolutionary Machine Learning: An Essay on Experimental Design,” in Proceedings of the 23rd Portuguese Conference on Pattern Recognition (RecPad), 2017.

  • S. Rebelo, P. Martins, J. Bicker, and P. Machado, “Using Computer Vision Techniques for Moving Poster Design,” in ETD 17 — 6th Ergotrip Design: proceedings Book, Aveiro, Portugal, 2017.

  • A. Coelho, P. Martins, and A. Cardoso, “A Portuguese Epopee Seen Through Sound,” in 5th Conference on Computation, Communication, Aesthetics & X, 2017.

  • M. Seiça, R. B. Lopes, P. Martins, and A. F. Cardoso, “Sonifying Twitter’s Emotions Through Music,” in Music Technology with Swing – 13th International International Symposium on Computer Music Multidisciplinary Research, CMMR 2017, Matosinhos, Portugal, September 25-28, 2017, Revised Selected Papers, 2017, pp. 586-608.

  • J. M. Cunha, J. Gonçalves, P. Martins, P. Machado, and A. Cardoso, “A Pig, an Angel and a Cactus Walk Into a Blender: A Descriptive Approach to Visual Blending,” in Proceedings of the Eighth International Conference on Computational Creativity (ICCC 2017), 2017.

  • N. Lourenço, F. Assunção, C. Maçãs, and P. Machado, “EvoFashion: Customising Fashion Through Evolution,” in International Conference on Evolutionary and Biologically Inspired Music and Art, 2017.

  • J. Gonçalves, P. Martins, and A. Cardoso, “Blend City, BlendVille,” in Eighth International Conference on Computational Creativity, ICCC, Atlanta, 2017.

  • P. Martins, S. Pollak, T. Urbancic, and A. Cardoso, “Optimality Principles in Computational Approaches to Conceptual Blending: Do We Need Them (at) All?,” in 7th International Conference on Computational Creativity, ICCC 2016, 2016.

  • J. Correia, T. Martins, P. Martins, and P. Machado, “X-Faces: The eXploit Is Out There,” in Proceedings of the Seventh International Conference on Computational Creativity (ICCC 2016), 2016, pp. 164-182.

  • A. C. Cardoso, P. Martins, F. Assunção, J. Correia, and P. Machado, “A Distributed Approach to Computational Creativity,” in Intelligent Distributed Computing IX, 2016, pp. 3-12.

  • M. Znidarsic, A. Cardoso, P. Gervas, P. Martins, R. Hervas, A. Alves, H. Goncalo Oliveira, P. Xiao, S. Linkola, H. Toivonen, J. Kranjc, and N. Lavrac, “Computational Creativity Infrastructure for Online Software Composition: A Conceptual Blending Use Case,” in 7th International Conference on Computational Creativity, ICCC 2016, 2016.

  • A. Coelho, P. Martins, and A. Cardoso, “A Musical Sonification of the Portuguese Epopee,” in 4th International Workshop on Musical Metacreation (MUME 2016), 2016.

  • C. Maçãs, P. Cruz, E. Polisciuc, H. Amaro, and P. Machado, “Iso-edges for the Geovisualization of Consumptions,” in IVAPP 2016 – Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2016, pp. 220-227.

  • E. Polisciuc, C. Maçãs, F. Assunção, and P. Machado, “Hexagonal Gridded Maps and Information Layers: A Novel Approach for the Exploration and Analysis of Retail Data,” in SIGGRAPH ASIA 2016 Symposium on Visualization, New York, NY, USA, 2016, p. 6:1–6:8.

  • C. Maçãs and P. Machado, “The Rhythm of Consumptions,” in Expressive 2016 – Proceedings of the Joint Symposium Expressive 2016, co-located with the Eurographics 2016, 2016.

  • J. Cunha, T. Martins, P. Martins, J. Bicker, and P. Machado, “TypeAdviser: a type design aiding-tool,” in Proceedings of the Workshop Computational Creativity, Concept Invention, and General Intelligence 2016, 2016.

  • A. Vinhas, F. Assunção, J. Correia, A. Ekárt, and P. Machado, “Fitness and Novelty in Evolutionary Art,” in Evolutionary and Biologically Inspired Music, Sound, Art and Design – 5th International Conference, EvoMUSART 2016, Porto, Portugal, March 30 – April 1, 2016, Proceedings, 2016, pp. 225-240.

  • T. Martins, J. Correia, E. Costa, and P. Machado, “Evotype: From Shapes to Glyphs,” in Proceedings of the Genetic and Evolutionary Computation Conference 2016, New York, NY, USA, 2016, pp. 261-268.

  • A. B. Correia and P. Machado, “The Aesthetics of Routine,” in Expressive 2016 – Proceedings of the Joint Symposium Expressive 2016, co-located with the Eurographics 2016, 2016.

  • E. Polisciuc, P. Cruz, C. Maçãs, H. Amaro, and P. Machado, “Flow Map of Products Transported among Warehouses and Supermarkets,” in Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2016, pp. 177-186.

  • A. Rodrigues, A. Cardoso, and P. Machado, “Harmonic Constellation: An Audiovisual Environment of Living Organisms,” in Fourth International Workshop on Musical Metacreation (MUME-2016), 2016.

  • A. Rodrigues, E. Costa, A. Cardoso, P. Machado, and T. Cruz, “Evolving L-Systems with Musical Notes,” in Evolutionary and Biologically Inspired Music, Sound, Art and Design – 5th International Conference, EvoMUSART 2016, Porto, Portugal, March 30 – April 1, 2016, Proceedings, 2016, pp. 186-201.

  • E. Polisciuc, A. Alves, and P. Machado, “Understanding Urban Land Use through the Visualization of Points of Interest,” in Proceedings of the Fourth Workshop on Vision and Language, Lisbon, Portugal, 2015, pp. 51-59.

  • S. Pollak, P. Martins, A. Cardoso, and T. Urbancic, “Automated blend naming based on human creativity examples,” in 23rd International Conference on Case-Based Reasoning (ICCBR 2015) – Workshop on Experience and Creativity, 2015.

  • T. Martins, J. Correia, E. Costa, and P. Machado, “Evotype: Evolutionary Type Design,” in Evolutionary and Biologically Inspired Music, Sound, Art and Design – 4th International Conference, EvoMUSART 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings, 2015, pp. 136-147.

  • A. Cruz, P. Machado, F. Assunção, and A. Leitão, “ELICIT: Evolutionary Computation Visualization,” in Genetic and Evolutionary Computation Conference, GECCO 2015, Madrid, Spain, July 11-15, 2015, Companion Material Proceedings, 2015, pp. 949-956.

  • A. Cardoso and P. Martins, “Conceptual Blending in Case Adaptation,” in 23rd International Conference on Case-Based Reasoning (ICCBR 2015) – Workshop on Experience and Creativity, 2015.

  • P. Martins, T. Urbancic, S. Pollak, N. Lavrac, and A. Cardoso, “The Good, the Bad, and the AHA! Blends,” in 6th International Conference on Computational Creativity, ICCC 2015, 2015.

  • I. S. Kei and P. Martins, “Local Descriptors in Temporal Video Segmentation: A Performance Evaluation,” in 2015 International Conference on Computer Science and Intelligent Communication (CSIC 2015), 2015.

  • I. Guerrero, B. Verhoeven, F. Barbieri, P. Martins, and R. Perez y Perez, “TheRiddlerBot: A next step on the ladder towards creative Twitter bots,” in 6th International Conference on Computational Creativity, ICCC 2015, 2015.

  • C. Maçãs, P. Cruz, P. Martins, and P. Machado, “Swarm Systems in the Visualization of Consumption Patterns,” in Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015, 2015, pp. 2466-2472.

  • C. Maçãs, P. Cruz, H. Amaro, E. Polisciuc, T. Carvalho, F. Santos, and P. Machado, “Time-series Application on Big Data – Visualization of Consumption in Supermarkets,” in IVAPP 2015 – Proceedings of the 6th International Conference on Information Visualization Theory and Applications, Berlin, Germany, 11-14 March, 2015., 2015, pp. 239-246.

  • A. Rodrigues, P. Machado, P. Martins, and A. Cardoso, “Sound Visualization Through a Swarm of Fireflies,” in Progress in Artificial Intelligence – 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, Coimbra, Portugal, September 8-11, 2015. Proceedings, 2015, pp. 664-670.

  • P. Machado, A. Vinhas, J. Correia, and A. Ekárt, “Evolving Ambiguous Images,” in Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015, 2015, pp. 2473-2479.

  • E. Polisciuc, P. Cruz, H. Amaro, C. Maçãs, T. Carvalho, F. Santos, and P. Machado, “Arc and Swarm-based Representations of Customer’s Flows among Supermarkets,” in IVAPP 2015 – Proceedings of the 6th International Conference on Information Visualization Theory and Applications, Berlin, Germany, 11-14 March, 2015., 2015, pp. 300-306.

  • P. Cruz, “Wrongfully right: applications of semantic figurative metaphors in information visualization,” in IEEE Vis Arts Program, n/a, 2015.

  • F. Assunção, J. Correia, P. Martins, and P. Machado, “Evolving Families of Shapes,” in Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015, 2015, pp. 4134-4135.

  • J. M. Cunha, P. Martins, A. Cardoso, and P. Machado, “Generation of Concept-Representative Symbols,” in Workshop Proceedings from The Twenty-Third International Conference on Case-Based Reasoning (ICCBR 2015), Frankfurt, Germany, September 28-30, 2015., 2015, pp. 156-160.

  • J. Gonçalves, P. Martins, A. Cruz, and A. Cardoso, “Seeking Divisions of Domains on Semantic Networks by Evolutionary Bridging,” in Workshop Proceedings from The Twenty-Third International Conference on Case-Based Reasoning (ICCBR 2015), Frankfurt, Germany, September 28-30, 2015., 2015, pp. 113-122.

  • P. Cruz, C. Costa, and P. Machado, “An Ecosystem of Corporate Politicians,” in xCoAx 2014: Computation Communication Aesthetics and X, 2014.

  • P. Machado, T. Martins, H. Amaro, and P. H. Abreu, “An Interface for Fitness Function Design,” in Evolutionary and Biologically Inspired Music, Sound, Art and Design – Third International Conference, EvoMUSART 2014, Granada, Spain, April 23-25, 2014. Proceedings, 2014.

  • T. Martins and P. Machado, “Drawing Sounds,” in xCoAx 2014: Computation Communication Aesthetics and X, Porto, Portugal, 2014, pp. 430-437.

  • P. Machado and J. Correia, “Semantic Aware Methods for Evolutionary Art,” in Genetic and Evolutionary Computation Conference, GECCO ’14, Vancouver, BC, Canada, July 12-16, 2014. Proceedings, 2014.

  • J. Correia and P. Machado, “Semantic Operators for Evolutionary Art,” in Semantic Methods in Genetic Programming (SMGP) Workshop at Parallel Problem Solving from Nature 2014 conference Ljubljana, Slovenia, 13 September 2014; Organizers: Colin Johnson, Krzysztof Krawiec, Alberto Moraglio and Michael O’Neill., 2014.

  • C. Cruz-Gomez, P. Martins, W. C. Pereira, C. Teixeira, and P. Wiederhold, “A Symmetry Similarity Measure via the Log-Gabor Transform for B-Mode Ultrasound Images and Magnetic Resonance volumes,” in 6th European Conference of the International Federation for Medical and Biological Engineering (MBEC2014), 2014.

  • P. H. Abreu, H. Amaro, D. C. Silva, P. Machado, and M. H. Abreu, “Personalizing Breast Cancer Patients with Heterogeneous Data,” in The International Conference on Health Informatics, 2014, pp. 39-42.

  • H. Amaro, P. H. Abreu, D. C. Silva, P. Machado, M. H. Abreu, and N. Afonso, “Overall Survival Prediction for Women Breast Cancer using Ensemble Methods and Incomplete Clinical Data,” in Proceedings of the XIII Mediterranean Conference on Medical and Biological Engineering and Computing, September 25–28 2013, Sevilla, Spain, 2013.

  • A. Alves, J. Rodrigues, P. Correia, P. Machado, and F. C. Pereira, “Constructing route choice maps from GPS traces,” in Proceedings of the World Conference on Transport Research, 2013.

  • J. C. Dias, P. H. Abreu, D. C. Silva, G. Fernandes, P. Machado, and A. Leitão, “Preparing Data for Urban Traffic Simulation using SUMO,” in SUMO 2013: the First SUMO User Conference, May 15–17 2013, Berlin, Germany, 2013.

  • J. C. Dias, P. Machado, and F. C. Pereira, “Privacy-Aware Ant Colony Optimization Algorithm for Real Time Route Planning,” in Proceedings of the World Conference on Transport Research, 2013.

  • J. C. Dias, P. Machado, and F. C. Pereira, “Simulating the Impact of Drivers’ Personality on City Transit,” in Proceedings of the World Conference on Transport Research, 2013.

  • R. Kamolov, P. Machado, and P. Cruz, “Visualizing the flow of users on a wireless network,” in Special Interest Group on Computer Graphics and Interactive Techniques Conference, SIGGRAPH ’13, Anaheim, CA, USA, July 21-25, 2013, Poster Proceedings, 2013, p. 114.

  • R. Kamolov, P. Machado, and P. Cruz, “Musical flocks,” in Special Interest Group on Computer Graphics and Interactive Techniques Conference, SIGGRAPH ’13, Anaheim, CA, USA, July 21-25, 2013, Poster Proceedings, 2013, p. 93.

  • E. Polisciuc, A. O. Alves, C. Bento, and P. Machado, “Visualizing urban mobility,” in Special Interest Group on Computer Graphics and Interactive Techniques Conference, SIGGRAPH ’13, Anaheim, CA, USA, July 21-25, 2013, Poster Proceedings, 2013, p. 115.

  • T. Martins, P. Machado, and A. Rebelo, “The garden of virtual delights: virtual fauna for a botanical garden,” in Special Interest Group on Computer Graphics and Interactive Techniques Conference, SIGGRAPH ’13, Anaheim, CA, USA, July 21-25, 2013, Poster Proceedings, 2013, p. 26.

  • A. Leitão and P. Machado, “Self-adaptive mate choice for cluster geometry optimization,” in Genetic and Evolutionary Computation Conference, GECCO ’13, Amsterdam, The Netherlands, July 6-10, 2013, 2013, pp. 957-964.

  • J. Correia, P. Machado, J. Romero, and A. Carballal, “Evolving Figurative Images Using Expression-Based Evolutionary Art,” in Proceedings of the fourth International Conference on Computational Creativity (ICCC), 2013, pp. 24-31.

  • P. Machado and H. Amaro, “Fitness Functions for Ant Colony Paintings,” in Proceedings of the fourth International Conference on Computational Creativity (ICCC), 2013, pp. 32-39.

  • A. Leitão, J. C. Neves, and P. Machado, “A self-adaptive Mate Choice model for Symbolic Regression,” in IEEE Congress on Evolutionary Computation, 2013, pp. 8-15.

  • J. Correia, P. Machado, J. Romero, and A. Carballal, “Feature Selection and Novelty in Computational Aesthetics,” in Evolutionary and Biologically Inspired Music, Sound, Art and Design – Second International Conference, EvoMUSART 2013, Vienna, Austria, April 3-5, 2013. Proceedings, 2013, pp. 133-144.

  • P. Machado and L. Pereira, “Photogrowth: non-photorealistic renderings through ant paintings,” in Genetic and Evolutionary Computation Conference, GECCO ’12, Philadelphia, PA, USA, July 7-11, 2012, 2012, pp. 233-240.

  • A. Leitão, F. B. Pereira, and P. Machado, “Enhancing cluster geometry optimization with Island Models,” in Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, Australia, June 10-15, 2012, 2012, pp. 1-8.

  • J. Correia, P. Machado, and J. Romero, “Improving haar cascade classifiers through the synthesis of new training examples,” in Genetic and Evolutionary Computation Conference, GECCO ’12, Philadelphia, PA, USA, July 7-11, 2012, Companion Material Proceedings, 2012, pp. 1479-1480.

  • P. Machado, J. Correia, and J. Romero, “Improving Face Detection,” in Genetic Programming – 15th European Conference, EuroGP 2012, Málaga, Spain, April 11-13, 2012. Proceedings, 2012, pp. 73-84.

  • L. Duro, P. Machado, and A. Rebelo, “Graphic narratives: generative book covers,” in International Conference on Computer Graphics and Interactive Techniques, SIGGRAPH 2012, Los Angeles, CA, USA, August 5-9, 2012, Poster Proceedings, 2012, p. 22.

  • A. Carballal, J. Romero, P. Machado, and M. Pena, “Estudio de conjuntos muestrales usados en clasificación automática de imágenes,” in 6th International Conference on Digital Arts – ARTECH 2012 Faro, Portugal, November 7–9, 2012. Proceedings, 2012, pp. 115-122.

  • P. Machado, J. Correia, and J. Romero, “Expression-Based Evolution of Faces,” in Evolutionary and Biologically Inspired Music, Sound, Art and Design – First International Conference, EvoMUSART 2012, Málaga, Spain, April 11-13, 2012. Proceedings, 2012, pp. 187-198.

  • P. Martins, C. Gatta, and P. Carvalho, “Feature-driven Maximally Stable Extremal Regions,” in International Conference on Computer Vision Theory and Applications (VISAPP 2012), 2012.

  • P. Martins, P. Carvalho, and C. Gatta, “Stable Salient Shapes,” in The International Conference on Digital Image Computing: Techniques and Applications (DICTA’12), 2012.

  • M. Pena, J. Romero, P. Machado, and A. Carballal, “Probas de validación de Críticos de Arte Artificiais,” in 6th International Conference on Digital Arts – ARTECH 2012 Faro, Portugal, November 7-9, 2012. Proceedings, 2012, pp. 211-217.

  • P. Martins, P. Carvalho, and C. Gatta, “Context-Aware Keypoint Extraction for Robust Image Representation,” in Brithish Machine Vision Conference (BMVC’12), 2012.

  • L. Duro, P. Cruz, and P. Machado, “Abstract Ocean Waves,” in International Conference on Computer Graphics and Interactive Techniques, SIGGRAPH 2011, Vancouver, Canada, August 7-11, 2011, Poster Proceedings, Vancouver, Canada, 2011.

  • P. Cruz and P. Machado, “Visualizing the Circulatory Problems of Lisbon,” in International Conference on Computer Graphics and Interactive Techniques, SIGGRAPH 2011, Vancouver, Canada, August 7-11, 2011, Poster Proceedings, Vancouver, Canada, 2011.

  • P. Machado and A. Leitão, “Evolving Fitness Functions for Mating Selection,” in Genetic Programming – 14th European Conference, EuroGP 2011, Torino, Italy, April 27-29, 2011. Proceedings, 2011, pp. 227-238.

  • J. Romero, P. Machado, A. Carballal, and O. Osorio, “Aesthetic Classification and Sorting Based on Image Compression,” in Applications of Evolutionary Computation – EvoApplications 2011: EvoCOMNET, EvoFIN, EvoHOT, EvoMUSART, EvoSTIM, and EvoTRANSLOG, Torino, Italy, April 27-29, 2011, Proceedings, Part II, 2011, pp. 394-403.

  • P. Cruz and P. Machado, “Visualizing Empires Decline,” in International Conference on Computer Graphics and Interactive Techniques, SIGGRAPH 2010, Los Angeles, California, USA, July 26-30, 2010, Poster Proceedings, Los Angeles, California, 2010.

  • P. Machado and H. Nunes, “A Step Towards the Evolution of Visual Languages,” in First International Conference on Computational Creativity, Lisbon, Portugal, 2010.

  • P. Cruz and P. and Machado, “Visualizing the Portuguese Empire expansion and decline,” in Proc. of the 5th International Conference on Digital Arts, Artech 2010, Guimarães, Portugal, 2010.

  • P. Machado, H. Nunes, and J. Romero, “Graph-Based Evolution of Visual Languages,” in Applications of Evolutionary Computation, EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part II, 2010, pp. 271-280.

  • P. Machado, “Expressions, Assemblages and Grammars,” in Bridges Conference Proceedings, Pécs, Hungary, 2010.

  • P. Martins and P. Carvalho, “ON INTEREST POINT DETECTION UNDER A LANDMARK-BASED MEDICAL IMAGE REGISTRATION CONTEXT,” in 2009 IEEE International Conference on Image Processing, 2009.

  • A. Martins, G. Neto, R. de Lemos, P. Machado, and A. Salvador, “WikiModels: a platform for collaborative development of biochemical models,” in VII Iberoamerican Congress of Biophysics, Rio de Janeiro. Brasil, 2009.

  • J. Romero, P. Machado, and A. Santos, “On the Socialization of Evolutionary Art,” in Applications of Evolutionary Computing, EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG, Tübingen, Germany, April 15-17, 2009. Proceedings, 2009, pp. 557-566.

  • A. Martins, G. Neto, P. Machado, and A. Salvador, “WikiModels: A Web-based Platform for Collaborative Development of Kinetic Models,” in Jornadas de Bioinformática, Lisbon, Portugal, 2009.

  • G. Greenfield and P. Machado, “Simulating Artist and Critic Dynamics – An Agent-based Application of an Evolutionary Art System,” in IJCCI 2009 – Proceedings of the International Joint Conference on Computational Intelligence, Funchal, Madeira, Portugal, October 5-7, 2009, 2009, pp. 190-197.

  • P. Machado and F. Graça, “Evolutionary Pointillist Modules: Evolving Assemblages of 3D Objects,” in Applications of Evolutionary Computing, EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC, and EvoTransLog, Naples, Italy, March 26-28, 2008. Proceedings, 2008, pp. 453-462.

  • F. Graça and P. Machado, “Evolving Assemblages of 3D Objects,” in New Creativity, The 11th Biennial Symposium on Arts and Technology, New London, USA, 2008.

  • B. Z. Manaris, P. Roos, P. Machado, D. Krehbiel, L. Pellicoro, and J. Romero, “A Corpus-Based Hybrid Approach to Music Analysis and Composition,” in Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, July 22-26, 2007, Vancouver, British Columbia, Canada, 2007, pp. 839-845.

  • P. Martins and P. Carvalho, “Towards Quantization Index Modulation Strategies on Content-Based Watermarking Schemes,” in 7th IEEE International Conference on Computer and Information Technology (CIT 2007), 2007.

  • J. Romero, P. Machado, B. Manaris, and A. Santos, “Críticos de Arte Artificiales,” in Una Perspectiva de la Inteligencia Artificial en su 50 Aniversario, Albacete, Spain, 2006.

  • J. Romero, P. Machado, A. Santos, and M. Santos, “Sociedad Híbrida: Una extensión de computación evolutiva interactiva,” in Una Perspectiva de la Inteligencia Artificial en su 50 Aniversario, Albacete, Spain, 2006.

  • A. Cardoso and P. Machado, “Sobre a Geração de Obras de Arte,” in Arte e Emoção: as Artes e as Ciências no Horizonte da Racionalidade, Porto, Portugal, 2006.

  • M. Pena, J. Romero, P. Machado, and A. Pazos, “Máquinas Estéticas,” in Conferência Internacional de Arte Digital e Electrónica, Artech 2006, Pontevedra, Spain, 2006.

  • P. Carvalho, L. Mendes, A. Santos, and P. Martins, “EXTENSION AND EVALUATION OF SELECTION CRITERIA FOR THE ESTIMATION OF SPECTRAL DATA,” in IEEE Int. Conf. on Image Processing, 2006.

  • P. Martins and P. Carvalho, “A ROBUST IMAGE WATERMARKING SCHEME BASED ON THE ALPHA-BETA SPACE,” in IEEE ICME – Int. Conf. on Multimedia and Expo, 2006.

  • B. Z. Manaris, P. Machado, C. McCauley, J. Romero, and D. Krehbiel, “Developing Fitness Functions for Pleasant Music: Zipf’s Law and Interactive Evolution Systems,” in Applications of Evolutionary Computing, EvoWorkshops 2005: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Lausanne, Switzerland, March 30 – April 1, 2005, Proceedings, 2005, pp. 498-507.

  • J. Romero, E. Sanmartín, P. Machado, and A. Santos, “Artificial Immune System Based Art,” in Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, Clearwater Beach, Florida, USA, 2005, pp. 92-98.

  • P. Martins and P. Carvalho, “Adaptive LUM Pre-Filtering for Affine Invariant Interest Point Detection,” in IEEE Int. Symp. on Intelligent Signal Processing, 2005.

  • P. Machado, J. Romero, M. L. Santos, A. Cardoso, and B. Z. Manaris, “Adaptive Critics for Evolutionary Artists,” in Applications of Evolutionary Computing, EvoWorkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Coimbra, Portugal, April 5-7, 2004, Proceedings, 2004, pp. 437-446.

  • J. Tavares, P. Machado, A. Cardoso, F. B. Pereira, and E. Costa, “On the Evolution of Evolutionary Algorithms,” in Genetic Programming, 7th European Conference, EuroGP2004, Coimbra, Portugal, April 5-7, 2004, Proceedings, 2004, pp. 389-398.

  • P. Machado, J. Tavares, A. Cardoso, F. B. Pereira, and E. Costa, “Evolving Creativity,” in Computational Creativity Workshop, 7th European Conference in Case Based Reasoning, Madrid, Spain, 2004.

  • R. Oliveira, F. C. Pereira, and P. Machado, “Animating 3D Creatures,” in CGAIDE 2004 — International Conference on Computer Games: Artificial Intelligence, Design and Education, Microsoft Campus, Reading, UK, 2004.

  • P. Martins and P. Carvalho, “A Spatial Masking Technique for Optimal Frequency-Based Image Watermarking,” in Int. Conf. on Signal and Image Processing, 2004.

  • P. Carvalho, A. Santos, and P. Martins, “Recovering imaging device sensitivities: a data-driven approach,” in IEEE Int. Conf. on Image Processing, 2004.

  • J. Romero, P. Machado, A. Santos, and A. Cardoso, “On the Development of Critics in Evolutionary Computation Artists,” in Applications of Evolutionary Computing, EvoWorkshop 2003: EvoBIO, EvoCOP, EvoIASP, EvoMUSART, EvoROB, and EvoSTIM, Essex, UK, April 14-16, 2003, Proceedings, 2003, pp. 559-569.

  • J. Tavares, F. B. Pereira, P. Machado, and E. Costa, “On the Influence of GVR in Vehicle Routing,” in Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), March 9-12, 2003, Melbourne, FL, USA, 2003, pp. 753-758.

  • A. Cardoso and P. Machado, “Computational Creativity,” in Progress in Artificial Intelligence, 11th Portuguese Conference on Artificial Intelligence, EPIA 2003, Beja, Portugal, December 4-7, 2003, Proceedings, 2003, p. 2.

  • P. Machado, J. Romero, B. Manaris, A. Santos, and A. Cardoso, “Power to the Critics — A Framework for the Development of Artificial Art Critics,” in IJCAI 2003 Workshop on Creative Systems, Acapulco, Mexico, 2003.

  • J. Romero, P. Machado, and M. Ares, “Artificial Music Critics,” in Generative Art, Milan, Italy, 2003.

  • J. Tavares, F. B. Pereira, P. Machado, and E. Costa, “Crossover and Diversity: A Study about GVR,” in Proceedings of the Analysis and Design of Representations and Operators (ADoRo’2003), a bird-of-a-feather workshop at the 2003 Genetic and Evolutionary Computation Conference (GECCO-2003), Chicago, Illinois USA, 2003, pp. 27-33.

  • P. Machado and A. Cardoso, “NEvAr — System Overview,” in Generative Art, Milan, Italy, 2003.

  • A. Santos, L. Silva, P. Martins, and P. Carvalho, “Frequency-based Watermarking with Spatial Masking for DRM of MMS Content,” in Int. Conf. on Signal and Image Processing, 2003.

  • J. Tavares, F. B. Pereira, P. Machado, and E. Costa, “GVR Delivers It On Time,” in SEAL02 4th Asia-Pacific Conference on Simulated Evolution And Learning, 18–22 Singapore, 2002.

  • P. Machado, A. Dias, N. Duarte, and A. Cardoso, “Giving Colour to Images,” in AI and Creativity in Arts and Science, Imperial College, United Kingdom, 2002.

  • F. B. Pereira, J. Tavares, P. Machado, and E. Costa, “GVR: A New Genetic Representation for the Vehicle Routing Problem,” in Artificial Intelligence and Cognitive Science, 13th Irish International Conference, AICS 2002, Limerick, Ireland, September 12-13, 2002, Proceedings, 2002, pp. 95-102.

  • A. Dias, P. Machado, and A. Cardoso, “Improving genome compiler’s performance,” in Genetic and Evolutionary Computation Conference, Graduate Student Workshop, GECCO’02, New York, USA, 2002.

  • P. Machado, J. Tavares, F. B. Pereira, and E. Costa, “Vehicle Routing Problem: Doing It The Evolutionary Way,” in GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, New York, 2002, p. 690.

  • P. Machado, A. Dias, and A. Cardoso, “GenCo – A Project Report,” in Third International Symposium on Artificial Intelligence and Adaptive Systems (ISAS’2001), Havana, Cuba, March 2001.

  • C. Grilo, P. Machado, and A. Cardoso, “Paradigmatic Analysis Using Genetic Algorithms,” in Proc. of the Artificial Intelligence and the Simulation of Behavior (AISB2001), March 2001, pp. 51-58.

  • R. Santana, A. Ochoa-Rodríguez, M. Soto, F. B. Pereira, P. Machado, E. Costa, and A. Cardoso, “Probabilistic Evolution and the Busy Beaver Problem,” in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO’00), Las Vegas, Nevada, USA, July 8-12, 2000, 2000, p. 380.

  • P. Machado and A. Cardoso, “NEvAr — The Assessment of an Evolutionary Art Tool,” in AISB’00 Symposium on Creative and Cultural Aspects and Applications of AI and Cognitive Science, Birmingham, UK, 2000.

  • F. B. Pereira, P. Machado, E. Costa, A. Cardoso, A. Ochoa-Rodriguez, R. Santana, and M. Soto, “Too Busy to Learn,” in Proc. of the 2000 Congress on Evolutionary Computation, Piscataway, NJ, 2000, pp. 720-727.

  • F. B. Pereira, P. Machado, E. Costa, and A. Cardoso, “Busy Beaver — An Evolutionary Approach,” in Procs. of the Second International Symposium on Artificial Intelligence and Adaptive Systems (CIMAF’99), Havana, Cuba, March 22–26 1999, pp. 212-217.

  • P. Machado and A. Cardoso, “Speeding up Genetic Programming,” in Second International Symposium on Artificial Intelligence and Adaptive Systems, CIMAF’99,, La Habana, Cuba, 1999, pp. 217-223.

  • P. Machado, F. B. Pereira, A. Cardoso, and E. Costa, “Busy Beaver – The Influence of Representation,” in Genetic Programming, Second European Workshop, Göteborg, Sweden, May 26-27, 1999, Proceedings, 1999, pp. 29-38.

  • F. B. Pereira, P. Machado, E. Costa, and A. Cardoso, “Graph Based Crossover — A Case Study with the Busy Beaver Problem,” in Proceedings of the Genetic and EvolutionaryComputation Conference, Orlando, Florida, USA, 1999, pp. 1149-1155.

  • P. Machado and A. Cardoso, “Computing Aesthetics,” in Advances in Artificial Intelligence, 14th Brazilian Symposium on Artificial Intelligence, SBIA’98, Porto Alegre, Brazil, November 4-6, 1998, Proceedings, 1998, pp. 219-228.

  • F. C. Pereira, P. Machado, and A. Cardoso, “Darwinci: Creating Bridges to Creativity,” in Advances in Artificial Intelligence, 14th Brazilian Symposium on Artificial Intelligence, SBIA’98, Porto Alegre, Brazil, November 4-6, 1998, Proceedings, 1998, pp. 239-248.

  • P. Machado and A. Cardoso, “Model Proposal for a Constructed Artist,” in Procs. of the first World Multiconference on Systemics, Cybernetics and Informatics, 1997, pp. 521-528.

  • P. Machado and A. Cardoso, “Generation and Evaluation of Artworks,” in Procs. of the First European Workshop on Cognitive Modeling, 1996.

  • C. Bento, P. Machado, and E. Costa, “On the Role of Splitting and Merging Past Cases for Generation of a New Solution,” in Progress in Artificial Intelligence, 7th Portuguese Conference on Artificial Intelligence, EPIA’95, Funchal, Madeira Island, Portugal, October 3-6, 1995, Proceedings, 1995, pp. 249-260.

  • C. Bento, P. Machado, and E. Costa, “Evaluation of Recidepsy — An Adviser in the Domain of Psychology,” in AAAI 94 Case-Based Reasoning Workshop, 1994, pp. 143-149.

  • P. Machado, P. Vieira, and C. Bento, “Um Sistema de Aconselhamento para Alunos com Insucesso Escolar,” Relato de Actividades do Projecto Minerva, vol. 1, iss. 7, 1994.

In Exhibitions

  • J. M. Cunha, P. Martins, and P. Machado, “Emojinating: Hooked Beings,” in Proceedings of the 9th International Conference on Digital and Interactive Arts, 2019.

  • C. Maçãs and P. Machado, “The Rhythm of Consumptions,” in IEEE VIS Arts Program, Baltimore, EUA: , 2016.

  • T. Martins and P. Machado, “The garden of virtual delights,” in BRIDGES 2013 — Mathematical Art Galleries, Enschede, Netherlands: , 2013.

  • R. Kamolov and P. Machado, “Musical Swarms,” in BRIDGES 2013 — Mathematical Art Galleries, Enschede, Netherlands: , 2013.

  • P. Machado and L. Pereira, “Photogrowth,” in BRIDGES 2012 — Mathematical Art Galleries, Towson, MA, USA: , 2012.

  • P. Cruz and P. Machado, “Visualizing Empires Decline,” in ACM SIGGRAPH 2010 Computer Animation Festival, Los Angeles, California: ACM, 2010.

  • P. Cruz, P. Machado, and J. Bicker, “Visualizaçón del tráfico en Lisboa,” in Mediateca Expandida Habitar, Gijón, Spain: LABoral Centro de Arte y Creación Cultural, 2010, p. 28-29, 86-87.

  • P. Machado and J. Romero, “Losing System Signature,” in Proc. of the Computational Aesthetics in Graphics, Visualization, and Imaging (CAe 2009) Art Catalogue, Victoria, Canada, 2009.

  • F. Graça and P. Machado, “Informal Stains,” in Proc. of the Computational Aesthetics in Graphics, Visualization, and Imaging (CAe 2009) Art Catalogue, Victoria, Canada, 2009.

  • F. Graça and P. Machado, “Evolving Assemblages,” in Proc. of the Computational Aesthetics in Graphics, Visualization, and Imaging (CAe 2008) Art Catalogue, Lisbon, Portugal, 2008.

  • P. Machado and J. Romero, “Movement without Motion,” in ART Escapes’2007 — Exhibition Catalog, Valencia, Spain: ISBN 978-84-8363-106-5, 2007.

  • ART Escapes’2007 — Exibition Catalog, P. Machado, J. Romero, P. Urbano, and A. Esparcia, Eds., Valencia, Spain: ISBN 978-84-8363-106-5, 2007.

  • P. Machado and J. Romero, “Preface,” in ART Escapes’2007 — Exhibition Catalog, Valencia, Spain: ISBN 978-84-8363-106-5, 2007.

  • Process Revealed DVD, T. Blackwell, J. Jeffries, P. Machado, and J. Romero, Eds., London, UK: Goldsmith, University of London, 2006.

Edited Books

  • The Art of Artificial Evolution: A Handbook on Evolutionary Art and Music, J. Romero and P. Machado, Eds., Springer Berlin Heidelberg, 2007.

  • Inteligencia Artificial y Computacion Avanzada, J. Romero, C. daFonte, A. Gomez, and P. Machado, Eds., Fundacion Alfredo Brañas, 2007.

Conference Proceedings

  • Artificial Intelligence in Music, Sound, Art and Design — 10th International Conference, EvoMUSART 2021, Held as Part of EvoStar 2021, Virtual Event, April 7–9, 2021, Proceedings, J. Romero, T. Martins, and N. R. ‘i, Eds., Springer International Publishing, 2021, vol. 12693.

  • Proceedings of the Eleventh International Conference on Computational Creativity, ICCC 2020, Coimbra, Portugal, September 7-11, 2020, A. F. Cardoso, P. Machado, T. Veale, and J. M. Cunha, Eds., Association for Computational Creativity (ACC), 2020.

  • Artificial Intelligence in Music, Sound, Art and Design — 9th International Conference, EvoMUSART 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15–17, 2020, Proceedings, J. Romero, A. Ekárt, T. Martins, and J. Correia, Eds., Springer International Publishing, 2020, vol. 12103.

  • Genetic Programming – 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015. Proceedings, P. Machado, M. Heywood, and J. McDermott, Eds., Springer, 2015.

  • Progress in Artificial Intelligence – 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, Coimbra, Portugal, September 8-11, 2015. Proceedings, F. C. Pereira, P. Machado, E. Costa, and A. Cardoso, Eds., Springer, 2015, vol. 9273.

  • Evolutionary and Biologically Inspired Music, Sound, Art and Design – Second International Conference, EvoMUSART 2013, Vienna, Austria, April 3-5, 2013. Proceedings, P. Machado, J. McDermott, and A. Carballal, Eds., Springer, 2013, vol. 7834.

  • Evolutionary and Biologically Inspired Music, Sound, Art and Design – First International Conference, EvoMUSART 2012, Málaga, Spain, April 11-13, 2012. Proceedings, P. Machado, J. Romero, and A. Carballal, Eds., Springer, 2012, vol. 7247.

  • Genetic Programming – 15th European Conference, EuroGP 2012, Málaga, Spain, April 11-13, 2012. Proceedings, A. Moraglio, S. Silva, K. Krawiec, P. Machado, and C. Cotta, Eds., Springer, 2012, vol. 7244.

  • Genetic Programming – 14th European Conference, EuroGP 2011, Torino, Italy, April 27-29, 2011. Proceedings, S. Silva, J. A. Foster, M. Nicolau, P. Machado, and M. Giacobini, Eds., Springer, 2011, vol. 6621.

  • Applications of Evolutionary Computation, EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part II, C. D. Chio, A. Brabazon, G. D. A. Caro, M. Ebner, M. Farooq, A. Fink, J. Grahl, G. Greenfield, P. Machado, M. O’Neill, E. Tarantino, and N. Urquhart, Eds., Springer, 2010, vol. 6025.

  • Applications of Evolutionary Computing, EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG, Tübingen, Germany, April 15-17, 2009. Proceedings, M. Giacobini, A. Brabazon, S. Cagnoni, G. D. A. Caro, A. Ekárt, A. Esparcia-Alcázar, M. Farooq, A. Fink, P. Machado, J. McCormack, M. O’Neill, F. Neri, M. Preuss, F. Rothlauf, E. Tarantino, and S. Yang, Eds., Springer, 2009, vol. 5484.

  • Applications of Evolutionary Computing, EvoWorkshops 2007: EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog, Valencia, Spain, April11-13, 2007, Proceedings, M. Giacobini, A. Brabazon, S. Cagnoni, G. D. Caro, R. Drechsler, M. Farooq, A. Fink, E. Lutton, P. Machado, S. Minner, M. O’Neill, J. Romero, F. Rothlauf, G. Squillero, H. Takagi, S. Uyar, and S. Yang, Eds., Springer, 2007, vol. 4448.

  • Applications of Evolutionary Computing, EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC, Budapest, Hungary, April 10-12, 2006, Proceedings, F. Rothlauf, J. Branke, S. Cagnoni, E. Costa, C. Cotta, R. Drechsler, E. Lutton, P. Machado, J. H. Moore, J. Romero, G. D. Smith, G. Squillero, and H. Takagi, Eds., Springer, 2006, vol. 3907.

  • Applications of Evolutionary Computing, EvoWorkshops 2005: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Lausanne, Switzerland, March 30 – April 1, 2005, Proceedings, F. Rothlauf, J. Branke, S. Cagnoni, D. W. Corne, R. Drechsler, Y. Jin, P. Machado, E. Marchiori, J. Romero, G. D. Smith, and G. Squillero, Eds., Springer, 2005, vol. 3449.

  • Applications of Evolutionary Computing, EvoWorkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Coimbra, Portugal, April 5-7, 2004, Proceedings, G. R. Raidl, S. Cagnoni, J. Branke, D. Corne, R. Drechsler, Y. Jin, C. G. Johnson, P. Machado, E. Marchiori, F. Rothlauf, G. D. Smith, and G. Squillero, Eds., Springer, 2004, vol. 3005.

Special Issues

  • J. Romero and P. Machado, “Special Issue on Evolutionary Art and Music,” International Journal of Arts and Technology, 2015.

  • J. Romero, P. Machado, and A. Carballal, “Special issue on biologically inspired music, sound, art and design,” Genetic Programming and Evolvable Machines, vol. 14, iss. 3, 2013.

  • G. Greenfield and P. Machado, “Mathematical Models used in Aesthetic Evaluation,” Special Issue of the Journal of Mathematics and Art, 2012.

  • P. Machado and B. Manaris, “Special Issue Artificial Intelligence in Music and Art,” International Journal on Artificial Intelligence Tools, vol. 15, iss. 4, 2006.

PhD Theses

  • J. M. Cunha, “Generation of Concept Representative Symbols: Towards Visual Conceptual Blending,” PhD Thesis, 2022.

  • J. Correia, “Evolutionary Computation for Classifier Assessment and Improvement,” PhD Thesis, 2018.

MSc Theses

  • F. J. R. Baeta, “Genetic Programming in Graphic Processing Units with TensorFlow,” Master Thesis, 2020.

  • J. M. C. da Simões, “Deep Learning for Dynamic Music Generation,” Master Thesis, 2019.