Articles

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • F. Graça and P. Machado, “Evolving assemblages,” IJART, vol. 8, iss. 2, pp. 167-184, 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, “Ant- and Ant-Colony-Inspired ALife Visual Art,” Artificial Life, vol. 21, iss. 3, pp. 293-306, 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.

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

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

  • 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. 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.

  • 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.

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

  • 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. 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.

  • 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.

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

  • 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.

In Collections

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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. 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

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

  • F. Baeta, J. Correia, T. Martins, and P. Machado, “Speed benchmarking of genetic programming frameworks,” in GECCO 2021 – Proceedings of the 2021 Genetic and Evolutionary Computation Conference, 2021, p. to appear.

  • 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.

  • 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.

  • 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.

  • 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. 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

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

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

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

  • 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.

  • 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.

  • 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.

  • P. Carvalho, N. Lourenço, Filipe Assunção, and P. Machado, “AutoLR,” 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

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

  • 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. 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.

  • 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, 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • “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.

  • 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.

  • 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.

  • 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.

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

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

  • 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.

  • 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.

  • 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.

  • 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, 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.

  • 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.

  • 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, “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 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.

  • 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.

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

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

  • J. Caetano, P. Hardman, and T. Martins, “Interactive Animated Alphabet,” 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.

  • 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.

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

  • 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.

  • 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, “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.

  • 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.

  • 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.

  • 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.

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

  • 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. 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

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

  • 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.

  • 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.

  • 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. 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

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

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

  • 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.

  • 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.

  • 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.

  • 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.

  • 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, “Simulating the Impact of Drivers’ Personality on City Transit,” in Proceedings of the World Conference on Transport Research, 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

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

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

  • 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.

  • 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. 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.

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

  • 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.

  • 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. 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

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

  • 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. 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.

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

  • 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.

  • 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.

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

  • 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.

  • 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, 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.

  • 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.

  • 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.

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

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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, 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.

  • 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.

  • 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, “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

  • 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.

  • 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. 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.