João Nuno Correia

Articles

• J. Correia, D. Lopes, L. Vieira, N. Rodriguez-Fernandez, A. Carballal, J. Romero, and P. Machado, “Experiments in Evolutionary Image Enhancement with ELAINE,” Genetic Programming and Evolvable Machines, vol. 23, iss. 4, pp. 557-579, 2022.

  • Bibtex
  @article{correia2022imagenh,
  author = {Correia, Jo\~{a}o and Lopes, Daniel and Vieira, Leonardo and Rodriguez-Fernandez, Nereida and Carballal, Adrian and Romero, Juan and Machado, Penousal},
  title = {Experiments in Evolutionary Image Enhancement with ELAINE},
  year = {2022},
  issue_date = {Dec 2022},
  publisher = {Kluwer Academic Publishers},
  address = {USA},
  volume = {23},
  number = {4},
  issn = {1389-2576},
  url = {https://doi.org/10.1007/s10710-022-09445-9},
  doi = {10.1007/s10710-022-09445-9},
  journal = {Genetic Programming and Evolvable Machines},
  month = {nov},
  pages = {557-579},
  numpages = {23}
  }
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• 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.

  • Bibtex
  @article{xiao2019concept,
  address = {New York, NY, USA},
  author = {Xiao, Ping and Toivonen, Hannu and Gross, Oskar and Cardoso, Am{\'{i}}lcar and Correia, Jo{\~{a}}o and Machado, Penousal and Martins, Pedro and Oliveira, Hugo Goncalo and Sharma, Rahul and Pinto, Alexandre Miguel and D{\'{i}}az, Alberto and Francisco, Virginia and Gerv{\'{a}}s, Pablo and Herv{\'{a}}s, Raquel and Le{\'{o}}n, Carlos and Forth, Jamie and Purver, Matthew and Wiggins, Geraint A and Miljkovi{\'{c}}, Dragana and Podpe{\v{c}}an, Vid and Pollak, Senja and Kralj, Jan and {\v{Z}}nidar{\v{s}}i{\v{c}}, Martin and Bohanec, Marko and Lavra{\v{c}}, Nada and Urban{\v{c}}i{\v{c}}, Tanja and Velde, Frank Van Der and Battersby, Stuart},
  doi = {10.1145/3186729},
  issn = {0360-0300},
  journal = {ACM Computing Surveys},
  keywords = {Computational creativity,concept,concept creation,conceptual representation,procedural representation},
  month = {feb},
  number = {1},
  pages = {9:1-9:33},
  publisher = {ACM},
  title = {{Conceptual Representations for Computational Concept Creation}},
  url = {http://doi.acm.org/10.1145/3186729},
  volume = {52},
  year = {2019}
  }
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• 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.

  • Bibtex
  @article{assuncao2019gammaray,
  author = {Assuncao, Filipe and Correia, Joao and Conceicao, Ruben and Pimenta, Mario Joao Martins and Tome, Bernardo and Lourenco, Nuno and Machado, Penousal},
  doi = {10.1109/ACCESS.2019.2933947},
  issn = {2169-3536},
  journal = {IEEE Access},
  pages = {110531–110540},
  title = {{Automatic Design of Artificial Neural Networks for Gamma-Ray Detection}},
  url = {https://ieeexplore.ieee.org/document/8792060/},
  volume = {7},
  year = {2019}
  }
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• 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.

  • Bibtex
  @article{csrmcc2016,
  Author = {Adrian Carballal and Antonino Santos and Juan Romero and Penousal Machado and Jo{\~{a}}o Correia and Luz Castro},
  Day = {27},
  Doi = {10.1007/s00521-016-2787-5},
  Issn = {1433-3058},
  Journal = {Neural Computing and Applications},
  Month = {Dec},
  Title = {Distinguishing paintings from photographs by complexity estimates},
  Url = {https://doi.org/10.1007/s00521-016-2787-5},
  Year = {2016},
  Bdsk-Url-1 = {https://doi.org/10.1007/s00521-016-2787-5},
  Bdsk-Url-2 = {http://dx.doi.org/10.1007/s00521-016-2787-5}
  }
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• P. Machado, A. Vinhas, J. Correia, and A. Ekárt, “Evolving Ambiguous Images,” AI Matters, vol. 2, iss. 1, pp. 7-8, 2015.

  • Bibtex
  @article{pvce2015,
  author = {Machado, Penousal and Vinhas, Adriano and Correia, Jo\~{a}o and Ek\'{a}rt, Anik\'{o}},
  title = {Evolving Ambiguous Images},
  journal = {AI Matters},
  issue_date = {September 2015},
  volume = {2},
  number = {1},
  month = oct,
  year = {2015},
  issn = {2372-3483},
  pages = {7–8},
  numpages = {2},
  url = {http://doi.acm.org/10.1145/2813536.2813539},
  doi = {10.1145/2813536.2813539},
  acmid = {2813539},
  publisher = {ACM},
  address = {New York, NY, USA},
  }
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• 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.

  • Bibtex
  @article{mrnscc2015,
  author = {Penousal Machado and Juan Romero and Marcos Nadal and Antonino Santos and Jo\~{a}o Correia and Adri\'{a}n Carballal},
  doi = {http://dx.doi.org/10.1016/j.actpsy.2015.06.005},
  issn = {0001-6918},
  journal = {Acta Psychologica},
  keywords = {Machine learning},
  number = {1},
  pages = {43 — 57},
  title = {Computerized measures of visual complexity},
  url = {http://www.sciencedirect.com/science/article/pii/S0001691815300160},
  volume = {160},
  year = {2015}}
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• 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.

  • Bibtex
  @article{carballal2014aa,
  Address = {n/a},
  Author = {Carballal, A. and Pena, M.L.C. and Perez, R. and Correia, J.},
  Date-Modified = {2016-03-25 17:51:30 +0000},
  Editor = {IGI Global},
  Journal = {International Journal of Creative Interfaces and Computer Graphics},
  Number = {2},
  Pages = {62–74},
  Title = {Detecting Bias on Aesthetic Image Datasets},
  Volume = {5},
  Year = {2014}}
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In Collections

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

  • Bibtex
  @incollection{costa2020neuroevolution,
  author = {Costa, Victor and Louren{\c{c}}o, Nuno and Correia, Jo{\~{a}}o and Machado, Penousal},
  booktitle = {Natural Computing Series},
  doi = {10.1007/978-981-15-3685-4_11},
  pages = {293–322},
  publisher = {Springer Singapore},
  title = {{Neuroevolution of Generative Adversarial Networks}},
  url = {https://doi.org/10.1007/978-981-15-3685-4{\_}11},
  year = {2020}
  }
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• 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.

  • Bibtex
  @incollection{correia2019breaking,
  address = {n/a},
  author = {Correia, Jo{\~{a}}o and Machado, Penousal and Romero, Juan and Martins, Pedro and Cardoso, Am{\i}lcar},
  booktitle = {Computational Creativity – The Philosophy and Engineering of Autonomously Creative Systems},
  chapter = {16},
  doi = {10.1007/978-3-319-43610-4_16},
  edition = {1},
  pages = {353–398},
  publisher = {Springer},
  title = {Breaking the Mould An Evolutionary Quest for Innovation Through Style Change},
  url = {http://link.springer.com/10.1007/978-3-319-43610-4{\_}16},
  volume = {1},
  year = {2019}
  }
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• 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.

  • Bibtex
  @incollection{mca15,
  address = {Cham},
  author = {Machado, Penousal and Correia, Jo\~{a}o and Assun\c{c}\~{a}o, Filipe},
  booktitle = {Handbook of Genetic Programming Applications},
  doi = {10.1007/978-3-319-20883-1_1},
  editor = {Gandomi, Amir H. and Alavi, Amir H. and Ryan, Conor},
  isbn = {978-3-319-20883-1},
  pages = {3–36},
  publisher = {Springer International Publishing},
  title = {Graph-Based Evolutionary Art},
  url = {https://doi.org/10.1007/978-3-319-20883-1_1},
  year = {2015}}
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• 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.

  • Bibtex
  @incollection{rmccar,
  author = {Juan Romero and Penousal Machado and Adrian Carballal and Jo\~{a}o Correia},
  title = {Computing Aesthetics with Image Judgement Systems},
  booktitle = {Computers and Creativity},
  editor = {Jon McCormack and Mark d’Inverno},
  publisher = {Springer Berlin Heidelberg},
  isbn = {978-3-642-31726-2},
  year = {2012},
  doi = {10.1007/978-3-642-31727-9_11},
  url = {http://dx.doi.org/10.1007/978-3-642-31727-9_11},
  pages = {295-322},
  language = {English}
  }
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In Proceedings

• 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.

  • Bibtex
  @inproceedings{correia2021imagenh,
  address = {Cham},
  author = {Correia, Jo{\~a}o and Vieira, Leonardo and Rodriguez-Fernandez, Nereida and Romero, Juan and Machado, Penousal},
  booktitle = {Artificial Intelligence in Music, Sound, Art and Design},
  editor = {Romero, Juan and Martins, Tiago and Rodr{\’\i}guez-Fern{\’a}ndez, Nereida},
  isbn = {978-3-030-72914-1},
  pages = {82–97},
  publisher = {Springer International Publishing},
  title = {Evolving Image Enhancement Pipelines},
  year = {2021}}
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• 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.

  • Bibtex
  @inproceedings{lopes2020adeaxcoax,
  author = {Lopes, Daniel and Correia, Jo{\~{a}}o and Machado, Penousal},
  booktitle = {8th Conference on Computation, Communication, Aesthetics \& X (xCoAx 2020)},
  editor = {Verdicchio, Mario and Carvalhais, Miguel and Ribas, Lu{\'{i}}sa and Rangel, Andr{\'{e}}},
  isbn = {978-989-746-266-5},
  month = {jul},
  pages = {160–169},
  publisher = {Universidade do Porto},
  title = {{Adea: Evolving Glyphs for Aiding Creativity in the Graphic Design Workflow}},
  url = {https://2020.xcoax.org/xCoAx2020.pdf},
  year = {2020}
  }
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• 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.

  • Bibtex
  @inproceedings{Costa2020,
  doi = {10.1145/3377930.3389824},
  url = {https://doi.org/10.1145/3377930.3389824},
  year = {2020},
  month = {jun},
  publisher = {{ACM}},
  author = {Victor Costa and Nuno Louren{\c{c}}o and Jo{\~{a}}o Correia and Penousal Machado},
  title = {Exploring the evolution of {GANs} through quality diversity},
  booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}
  }
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• J. Correia and F. Ferreira, “Designing Cable-Stayed Bridges with Genetic Algorithms,” in Applications of Evolutionary Computation, Cham, 2020, pp. 228-243.

  • Bibtex
  @inproceedings{correia2020bridges,
  address = {Cham},
  author = {Correia, Jo{\~{a}}o and Ferreira, Fernando},
  booktitle = {Applications of Evolutionary Computation},
  editor = {Castillo, Pedro A and {Jim{\'{e}}nez Laredo}, Juan Luis and de Vega, Francisco},
  isbn = {978-3-030-43722-0},
  pages = {228–243},
  publisher = {Springer International Publishing},
  title = {{Designing Cable-Stayed Bridges with Genetic Algorithms}},
  year = {2020}
  }
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• 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.

  • Bibtex
  @inproceedings{correia2020exploration,
  author = {Correia, Jo{\~{a}}o and Ferreira, Fernando and Ma{\c{c}}{\~{a}}s, Catarina},
  booktitle = {Genetic and Evolutionary Computation Conference Companion (GECCO ’20 Companion), July 8–12, 2020, Canc{\'{u}}n, Mexico},
  publisher = {ACM},
  title = {{Cable-Stayed Bridge Optimization Solution Space Exploration}},
  year = {2020}
  }
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• 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.

  • Bibtex
  @inproceedings{costa2020skill,
  author = {Costa, Victor and Louren{\c{c}}o, Nuno and Correia, Jo{\~{a}}o and Machado, Penousal},
  booktitle = {Applications of Evolutionary Computation – 23rd European Conference, EvoApplications 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15-17, 2020, Proceedings},
  doi = {10.1007/978-3-030-43722-0_36},
  editor = {Castillo, Pedro A and Laredo, Juan Luis Jim{\'{e}}nez and de Vega, Francisco Fern{\'{a}}ndez},
  pages = {562–577},
  publisher = {Springer},
  series = {Lecture Notes in Computer Science},
  title = {{Using Skill Rating as Fitness on the Evolution of GANs}},
  url = {https://doi.org/10.1007/978-3-030-43722-0{\_}36},
  volume = {12104},
  year = {2020}
  }
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• 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.

  • Bibtex
  @inproceedings{fernandes2020improv,
  author = {Fernandes, Paulo and Correia, Jo{\~{a}}o and Penousal, Machado},
  booktitle = {24th European Conference on Artificial Intelligence (ECAI 2020) – ADGN20: First workshop on Applied Deep Generative Networks},
  title = {{Towards Latent Space Exploration for Classifier Improvement}},
  year = {2020}
  }
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• 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.

  • Bibtex
  @inproceedings{martins2020a,
  Address = {Cham},
  Author = {Martins, Tiago and Correia, Jo\~{a}o and Rebelo, S\'{e}rgio and Bicker, Jo\~{a}o and Machado, Penousal},
  Booktitle = {Artificial Intelligence in Music, Sound, Art and Design},
  Editor = {Romero, Juan and Ek\'{a}rt, Anik\'{o} and Martins, Tiago and Correia, Jo\~{a}o},
  Pages = {104–117},
  Publisher = {Springer International Publishing},
  Title = {Portraits of No One: An Interactive Installation},
  Year = {2020}}
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• 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, pp. 4392-4393.

  • Bibtex
  @inproceedings{martins2020b,
  author = {Martins, Tiago and Correia, Jo\~{a}o and Rebelo, S\'{e}rgio and Bicker, Jo\~{a}o and Machado, Penousal},
  title = {Portraits of No One: An Internet Artwork},
  year = {2020},
  isbn = {9781450379885},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3394171.3416337},
  doi = {10.1145/3394171.3416337},
  abstract = {Portraits of No One is an internet artwork that generates and displays artificial photo-realistic portraits of human faces. This artwork assumes the form of a web page that synthesises new portraits by automatically recombining the facial features of the users who interacted with it. The generated portraits invoke the capabilities of Artificial Intelligence to generate visual content that makes people question themselves about the veracity of what they are seeing.},
  booktitle = {Proceedings of the 28th ACM International Conference on Multimedia},
  pages = {4392-4393},
  numpages = {2},
  keywords = {internet art, artificial intelligence, image generation, computer vision, media art, computer graphics},
  location = {Seattle, WA, USA},
  series = {MM ’20}
  }
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• 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.

  • Bibtex
  @inproceedings{lopes2020adeagecco,
  author = {Lopes, Daniel and Correia, Jo\~{a}o and Machado, Penousal},
  title = {Adea – Evolving Glyphs for Aiding Creativity in Typeface Design},
  year = {2020},
  isbn = {9781450371278},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3377929.3389964},
  doi = {10.1145/3377929.3389964},
  booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion},
  pages = {97-98},
  numpages = {2},
  location = {Canc\'{u}n, Mexico},
  series = {GECCO ’20}
  }
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• 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.

  • Bibtex
  @inproceedings{fernandes2020latent,
  author = {Fernandes, Paulo and Correia, Jo{\~{a}}o and Machado, Penousal},
  booktitle = {Applications of Evolutionary Computation – 23rd European Conference, EvoApplications 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15-17, 2020, Proceedings},
  doi = {10.1007/978-3-030-43722-0_38},
  editor = {Castillo, Pedro A and Laredo, Juan Luis Jim{\'{e}}nez and de Vega, Francisco Fern{\'{a}}ndez},
  pages = {595–609},
  publisher = {Springer},
  series = {Lecture Notes in Computer Science},
  title = {{Evolutionary Latent Space Exploration of Generative Adversarial Networks}},
  url = {https://doi.org/10.1007/978-3-030-43722-0{\_}38},
  volume = {12104},
  year = {2020}
  }
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• 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.

  • Bibtex
  @inproceedings{correia19face,
  address = {Prague, Czech Republic},
  author = {Correia, Jo{\~{a}}o and Martins, Tiago and Machado, Penousal},
  booktitle = {GECCO 2019 – Proceedings of the 2019 Genetic and Evolutionary Computation Conference},
  title = {{Evolutionary Data Augmentation in Deep Face Detection}},
  year = {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.

  • Bibtex
  @inproceedings{costa2019coegan,
  address = {Prague, Czech Republic},
  author = {Costa, Vitor and Louren{\c{c}}o, Nuno and Correia, Jo{\~{a}}o and Machado, Penousal},
  booktitle = {GECCO 2019 – Proceedings of the 2019 Genetic and Evolutionary Computation Conference},
  title = {{COEGAN: Evaluating the Coevolution Effect in Generative Adversarial Networks}},
  year = {2019}
  }
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• 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.

  • Bibtex
  @inproceedings{cmmm16,
  Author = {Correia, Jo\~{a}o and Martins, Tiago and Martins, Pedro and Machado, Penousal},
  Booktitle = {Proceedings of the Seventh International Conference on Computational Creativity (ICCC 2016)},
  Date-Modified = {2016-10-06 14:47:33 +0000},
  Editor = {Pachet, Fran{\c c}ois and Cardoso, Amilcar and Corruble, Vincent and Ghedini, Fiammetta},
  Month = {07/2016},
  Pages = {164-182},
  Publisher = {Sony CSL Paris, France},
  Title = {X-Faces: The eXploit Is Out There},
  Year = {2016}}
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• 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.

  • Bibtex
  @inproceedings{vinhas2016,
  author = {Adriano Vinhas and Filipe Assun{\c{c}}{\~{a}}o and Jo{\~{a}}o Correia and Anik{\'{o}} Ek{\'{a}}rt and Penousal Machado},
  bibsource = {dblp computer science bibliography, http://dblp.org},
  biburl = {http://dblp.uni-trier.de/rec/bib/conf/evoW/VinhasACEM16},
  booktitle = {Evolutionary and Biologically Inspired Music, Sound, Art and Design – 5th International Conference, EvoMUSART 2016, Porto, Portugal, March 30 – April 1, 2016, Proceedings},
  doi = {10.1007/978-3-319-31008-4_16},
  pages = {225–240},
  timestamp = {Mon, 21 Mar 2016 13:13:13 +0100},
  title = {Fitness and Novelty in Evolutionary Art},
  url = {http://dx.doi.org/10.1007/978-3-319-31008-4_16},
  year = {2016}}
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• 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.

  • Bibtex
  @inproceedings{cmacm2015,
  year = {2016},
  isbn = {978-3-319-25015-1},
  booktitle = {Intelligent Distributed Computing IX},
  volume = {616},
  series = {Studies in Computational Intelligence},
  editor = {Novais, Paulo and Camacho, David and Analide, Cesar and El Fallah Seghrouchni, Amal and Badica, Costin},
  doi = {10.1007/978-3-319-25017-5_1},
  title = {A Distributed Approach to Computational Creativity},
  url = {http://dx.doi.org/10.1007/978-3-319-25017-5_1},
  publisher = {Springer International Publishing},
  author = {Cardoso, Am\'{i}lcar Cardoso and Martins, Pedro and Assun\c{c}{\~{a}}o, Filipe and Correia, Jo{\~{a}}o and Machado, Penousal},
  pages = {3-12},
  language = {English}
  }
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  • Link

• 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.

  • Bibtex
  @inproceedings{martins2016a,
  Acmid = {2908907},
  Address = {New York, NY, USA},
  Author = {Martins, Tiago and Correia, Jo\~{a}o and Costa, Ernesto and Machado, Penousal},
  Booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference 2016},
  Date-Added = {2017-03-27 17:48:36 +0000},
  Date-Modified = {2017-03-27 17:48:36 +0000},
  Doi = {10.1145/2908812.2908907},
  Isbn = {978-1-4503-4206-3},
  Keywords = {deep learning, evolutionary computation, evolutionary design, genetic algorithms, type design},
  Location = {Denver, Colorado, USA},
  Numpages = {8},
  Pages = {261–268},
  Publisher = {ACM},
  Series = {GECCO ’16},
  Title = {Evotype: From Shapes to Glyphs},
  Url = {http://doi.acm.org/10.1145/2908812.2908907},
  Year = {2016},
  Bdsk-Url-1 = {http://doi.acm.org/10.1145/2908812.2908907},
  Bdsk-Url-2 = {http://dx.doi.org/10.1145/2908812.2908907}
  }
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  • Link
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  • PDF

• 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.

  • Bibtex
  @inproceedings{mccm15,
  author = {Tiago Martins and
  Jo{\~{a}}o Correia and
  Ernesto Costa and
  Penousal Machado},
  editor = {Colin Johnson and
  Adri{\'{a}}n Carballal and
  Jo{\~{a}}o Correia},
  title = {Evotype: Evolutionary Type Design},
  booktitle = {Evolutionary and Biologically Inspired Music, Sound, Art and Design
  – 4th International Conference, EvoMUSART 2015, Copenhagen, Denmark,
  April 8-10, 2015, Proceedings},
  series = {Lecture Notes in Computer Science},
  volume = {9027},
  pages = {136–147},
  publisher = {Springer},
  year = {2015},
  url = {http://dx.doi.org/10.1007/978-3-319-16498-4_13},
  doi = {10.1007/978-3-319-16498-4_13},
  timestamp = {Mon, 16 Mar 2015 15:39:55 +0100},
  biburl = {http://dblp.uni-trier.de/rec/bib/conf/evoW/MartinsCCM15},
  bibsource = {dblp computer science bibliography, http://dblp.org}
  }
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  • Link
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• 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.

  • Bibtex
  @inproceedings{ijcai15a,
  author = {Penousal Machado and
  Adriano Vinhas and
  Jo{\~{a}}o Correia and
  Anik{\'{o}} Ek{\'{a}}rt},
  editor = {Qiang Yang and
  Michael Wooldridge},
  title = {Evolving Ambiguous Images},
  booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
  Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
  25-31, 2015},
  pages = {2473–2479},
  publisher = {{AAAI} Press},
  year = {2015},
  url = {http://ijcai.org/papers15/Abstracts/IJCAI15-350.html},
  timestamp = {Mon, 20 Jul 2015 19:12:39 +0200},
  biburl = {http://dblp.uni-trier.de/rec/bib/conf/ijcai/MachadoVCE15},
  bibsource = {dblp computer science bibliography, http://dblp.org}
  }
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  • PDF

• 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.

  • Bibtex
  @inproceedings{ijcai15c,
  author = {Filipe Assun{\c{c}}{\~{a}}o and
  Jo{\~{a}}o Correia and
  Pedro Martins and
  Penousal Machado},
  editor = {Qiang Yang and
  Michael Wooldridge},
  title = {Evolving Families of Shapes},
  booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
  Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
  25-31, 2015},
  pages = {4134–4135},
  publisher = {{AAAI} Press},
  year = {2015},
  url = {http://ijcai.org/papers15/Abstracts/IJCAI15-580.html},
  timestamp = {Mon, 20 Jul 2015 19:12:40 +0200},
  biburl = {http://dblp.uni-trier.de/rec/bib/conf/ijcai/AssuncaoCMM15},
  bibsource = {dblp computer science bibliography, http://dblp.org}
  }
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  • PDF

• 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.

  • Bibtex
  @inproceedings{correia2014a,
  Author = {Correia, J. and Machado, P.},
  Booktitle = {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.},
  Title = {Semantic Operators for Evolutionary Art},
  Year = {2014}}
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• 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.

  • Bibtex
  @inproceedings{mc14,
  author = {Penousal Machado and Jo{\~{a}}o Correia},
  title = {Semantic Aware Methods for Evolutionary Art},
  booktitle = {Genetic and Evolutionary Computation Conference, GECCO ’14,
  Vancouver, BC, Canada, July 12-16, 2014. Proceedings},
  publisher = {ACM},
  year = {2014}
  }
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  • PDF

• 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.

  • Bibtex
  @inproceedings{cmrc13b,
  author = {Correia, Jo\~{a}o and Machado, Penousal and Romero, Juan and Carballal, Adri\'{a}n},
  booktitle = {Proceedings of the fourth International Conference on Computational Creativity (ICCC)},
  editors = {Mary L. Maher and Tony Veale and Rob Saunders and Oliver Bown},
  pages = {24-31},
  title = {Evolving Figurative Images Using Expression-Based Evolutionary Art},
  year = {2013}}
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• 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.

  • Bibtex
  @inproceedings{cmrc13,
  author = {Jo\~{a}o Correia and Penousal Machado and Juan Romero and Adri\'{a}n Carballal},
  title = {Feature Selection and Novelty in Computational Aesthetics},
  booktitle = {Evolutionary and Biologically Inspired Music, Sound, Art and Design – Second International Conference, EvoMUSART 2013, Vienna, Austria, April 3-5, 2013. Proceedings},
  year = {2013},
  pages = {133-144},
  ee = {http://dx.doi.org/10.1007/978-3-642-36955-1_12},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  editor = {Penousal Machado and
  James McDermott and
  Adri\'{a}n Carballal},
  publisher = {Springer},
  series = {Lecture Notes in Computer Science},
  volume = {7834},
  isbn = {978-3-642-36954-4},
  }
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  • PDF

• 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.

  • Bibtex
  @inproceedings{mjc12b,
  author = {Jo\~{a}o Correia and Penousal Machado and Juan Romero},
  title = {Improving haar cascade classifiers through the synthesis of new training examples},
  editor = {Terence Soule and Jason H. Moore},
  booktitle = {Genetic and Evolutionary Computation Conference, GECCO ’12, Philadelphia, PA, USA, July 7-11, 2012, Companion Material Proceedings},
  publisher = {ACM},
  year = {2012},
  pages = {1479-1480},
  ee = {http://doi.acm.org/10.1145/2330784.2331001},
  }
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  • PDF

• 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.

  • Bibtex
  @inproceedings{mjc12,
  author = {Penousal Machado and Jo\~{a}o Correia and Juan Romero},
  title = {Improving Face Detection},
  booktitle = {Genetic Programming – 15th European Conference, EuroGP 2012, M\'{a}laga, Spain, April 11-13, 2012. Proceedings},
  editor = {Alberto Moraglio and Sara Silva and Krzysztof Krawiec and Penousal Machado and Carlos Cotta},
  publisher = {Springer},
  series = {Lecture Notes in Computer Science},
  volume = {7244},
  year = {2012},
  pages = {73-84},
  DOI = {10.1007/978-3-642-29139-5_7},
  }
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  • Link
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  • PDF

• 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.

  • Bibtex
  @inproceedings{mjc12a,
  author = {Penousal Machado and Jo\~{a}o Correia and Juan Romero},
  title = {Expression-Based Evolution of Faces},
  booktitle = {Evolutionary and Biologically Inspired Music, Sound, Art and Design – First International Conference, EvoMUSART 2012, M\'{a}laga, Spain, April 11-13, 2012. Proceedings},
  publisher = {Springer},
  series = {Lecture Notes in Computer Science},
  volume = {7247},
  year = {2012},
  pages = {187-198},
  DOI = {10.1007/978-3-642-29142-5_17},
  bibsource = {DBLP, http://dblp.uni-trier.de}
  }
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  • Link
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Dissertations

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

  • Bibtex
  @phdthesis{correiaphd2018,
  author = {Correia, Jo\~{a}o},
  date-Added = {2018-11-12 12:18:03 +0000},
  date-Modified = {2018-11-12 12:25:15 +0000},
  school = {University of Coimbra},
  title = {Evolutionary Computation for Classifier Assessment and Improvement},
  year = {2018}
  }
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  • PDF