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João Correia is an Assistant Professor at the University of Coimbra, a researcher of the Computational Design and Visualization Lab. and a member of the bio-inspired Artificial Intelligence Group (bAI) of the Centre for Informatics and Systems of the same university (CISUC). Morevoer, he is also currently Deputy Director of CISUC. Formerly, he was also an Invited Assistant at the Lusófona University of Lisbon and an Invited Assistant at the Polytechnic Institute of Coimbra. He holds a PhD in Information Science and Technology from the University of Coimbra since 2018. His main research interests include Evolutionary Computation, Machine Learning, Generative Models, Evolutionary Machine Learning, Adversarial Learning, and Computational Creativity. He is involved in different international program committees of international conferences in the area of Evolutionary Computation, Artificial Intelligence and Computational Art and Creativity and reviewer for different conferences and journals for the mentioned areas, namely GECCO and EvoStar. He was also publicity chair and chair of the International Conference of Evolutionary Art Music and Design conference, chair of the International Conference on the Applications of Evolutionary Computation and publicity chair for EvoStar - The Leading European Event on Bio-Inspired Computation. More recently, he was invited as a remote reviewer for a European Research Council Grant. He is also an executive member of SPECIES society - the Society for the Promotion of Evolutionary Computation in Europe and its Surroundings. Furthermore, he has authored and co-authored several articles on the different International Conferences and journals on Artificial Intelligence and Evolutionary Computation and is involved in national and international projects concerning Evolutionary Computation, Machine Learning and Data Science.
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Identification

Personal identification

Full name
João Correia

Citation names

  • Correia, João

Author identifiers

Ciência ID
8D17-91B1-04CF
ORCID iD
0000-0001-5562-1996
Google Scholar ID
G5jFDzMAAAAJ
Scopus Author Id
F-8229-2019

Languages

Language Speaking Reading Writing Listening Peer-review
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2018
Concluded
 Plano Doutoral em Ciências da Informação (Doutoramento)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Evolutionary Computation for Classifier Assessment and Improvement" (THESIS/DISSERTATION)
 18
2011
Concluded
 Mestrado em Engenharia Informática (Mestrado)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Evolutionary Computation for Assessing and Improving Classifier Performance" (THESIS/DISSERTATION)
 16.05
2009
Concluded
 Licenciatura em Engenharia Informática (Licenciatura)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Licenciatura em Engenharia Informática" (THESIS/DISSERTATION)
Affiliation

Science

Category
Host institution 		Employer
2009 - Current Researcher (Research) Universidade de Coimbra, Portugal
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2019/09/01 - Current Assistant Professor (University Teacher) Universidade de Coimbra, Portugal
Universidade de Coimbra, Portugal
(...)
2017/03/01 - 2019/07/31 Invited Assistant (University Teacher) Universidade Lusófona de Humanidades e Tecnologias, Portugal
2018/09/01 - 2019/07/30 Invited Assistant Professor (University Teacher) Universidade de Coimbra, Portugal
2014/09/01 - 2018/09/01 Invited Assistant (University Teacher) Universidade de Coimbra, Portugal
2018 - 2018 Invited Assistant (University Teacher) Instituto Politécnico de Coimbra Instituto Superior de Engenharia de Coimbra, Portugal
2018 - 2018 Assistant Professor (University Teacher) Universidade Lusófona Associação para a Investigação e Desenvolvimento em Cognição e Computação Centrado nas Pessoas, Portugal

Others

Category
Host institution 		Employer
2013/03/01 - 2017/03/01 PhD Studentship Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
2010/04/24 - 2011/03/24 Research fellow in a research grant (BI) Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
2008/12/21 - 2009/12/21 Research fellow in a research grant (BII) Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
Projects

Grant

Designation Funders
2025/03/01 - Current PharmaRobot - Robô logístico de distribuição de fármacos urgentes
UIDP/00326/2025
Researcher
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
 Governo da República Portuguesa
Ongoing
2024/10/01 - 2027/09/01 CERAMORFOSE
UIDP/00326/2025
Research Fellow
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
 Governo da República Portuguesa
Ongoing
2021/01 - 2025/12 Laboratório Associado de Sistemas Inteligentes
168241UID
LA/P/0104/2020
10.54499/LA/P/0104/2020
Universidade Nova de Lisboa Centro de Tecnologias e Sistemas, Portugal

Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal

Instituto Politécnico do Porto Centro de Investigação em Sistemas Computacionais Embebidos e de Tempo-Real, Portugal

Universidade do Minho, Portugal

Universidade do Porto Faculdade de Ciências, Portugal

Universidade do Porto Centro de Matemática, Portugal

Universidade Nova de Lisboa, Portugal

Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal

Universidade do Minho Instituto de Polímeros e Compósitos, Portugal

Universidade de Aveiro, Portugal

Universidade de Aveiro Instituto de Engenharia Eletrónica e Informática de Aveiro, Portugal

Universidade do Minho Centro ALGORITMI, Portugal

Universidade Nova de Lisboa Unidade de Investigação e Desenvolvimento em Engenharia Mecânica e Industrial, Portugal

Universidade de Coimbra, Portugal

Universidade de Coimbra Departamento de Engenharia Civil, Portugal

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal

Instituto Politécnico do Cávado e do Ave, Portugal

Universidade do Porto Faculdade de Engenharia, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2013/03 - 2017/03 PhD Individual Grant
SFRH/BD/90968/2012
 Fundação para a Ciência e a Tecnologia
2009/07 - 2013/03 SBIRC - Style Based Image Retrieval and Classification
PTDC/EIA–EIA/115667/2009
 Fundação para a Ciência e a Tecnologia

Contract

Designation Funders
2025/02/01 - Current OLT AI-Driven QA optimization
UIDP/00326/2025
Principal investigator
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
Ongoing
2022/01/01 - 2025/12/31 NEXUS Innovation Pact – Digital and Green Transition for Transports, Logistics and Mobility
02/C05-i01/2022.PC645112083-00000059
Researcher
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
Ongoing
2023/01/01 - 2025/12/30 NextGenAI - Centre For Responsible AI
C645008882-00000055
Researcher
Ongoing
2021/05/15 - 2024/05/14 SWGO: the wide-field gamma-ray observatory at the Southern hemisphere
PTDC/FIS-PAR/4300/2020
Laboratório de Instrumentação e Física Experimental de Partículas, Portugal

Laboratório de Instrumentação e Física Experimental de Partículas Coimbra, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2021/02/01 - 2024/01/31 Ferramentas avançadas para diagnóstico e prognóstico em pneumologia @ Cuidados intensivos
DSAIPA/AI/0113/2020
Universidade de Coimbra, Portugal

Universidade de Coimbra Centro de Informatica e Sistemas, Portugal

Centro Hospitalar e Universitário de Coimbra EPE, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2020/06/20 - 2023/05/23 POWER - Empowering a digital future
123356
Researcher
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
 Agência Nacional de Inovação SA
Ongoing
2021/01/01 - 2023/03/31 A4A: Audiology for All
12345
Researcher
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
 Agência Nacional de Inovação SA
Ongoing
2020/10/01 - 2022/10/01 BEIS - Bridge Engineering Information System
46969
Principal investigator
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
 Agência Nacional de Inovação SA
Ongoing
2020/05/01 - 2021/02/28 Enabling Security with Digital Twin Units (ELEGANT)
mewp-g646
Researcher
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
 Fed4FIRE+ Open Call
Concluded
2019 - 2020 INDEST - Indicator de Composición Estética
INDEST
Researcher
2019/01/01 - 2019/12/31 CENTRO DE INFORMÁTICA E SISTEMAS DA UNIVERSIDADE DE COIMBRA
UID/CEC/00326/2019
154639UID
Universidade de Coimbra, Portugal

Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2018 - 2019 Altice-Viz - Visual Analytics for the Exploration and Analysis of Inter- and Intra-Urban Mobility
Researcher
2013/10/01 - 2016 Concrete - Concept Creation Technology
info:eu-repo/grantAgreement/EC/FP7/611733/EU
Researcher
European Commission
2014 - 2015 iCIS - Intelligent Computing in the Internet of Services
ICIS
Researcher
2012 - 2014 RECARDI - Rede de Cultura e Arte DIgital
RECARDI
Researcher
Concluded

Other

Designation Funders
2018 - Current H2020-REMAP – Real-time Condition-based Maintenance for Adaptive Aircraft Maintenance Planning
site
Researcher
Concluded
2022/09/26 - 2024/03/26 OTA - Otimização de Testes Automáticos com AI/ ML
UIDB/00326/2020
Principal investigator
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
Ongoing
2022/08/01 - 2023/01/31 A Coin designed by AI
UIDP/00326/2020
Researcher
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
Concluded
2020/05 - 2021 ELEGANT
UIDB/00326/2020
Concluded
Outputs

Publications

Book
  1. Correia, João; Smith, Stephen; Qaddoura, Raneem. Applications of Evolutionary Computation. Springer Nature Switzerland. 2023.
    10.1007/978-3-031-30229-9
  2. Martins, T.; Correia, J.; Costa, E.; Machado, P.. Evotype: Towards the evolution of type stencils. 2018.
    10.1007/978-3-319-77583-8_20
  3. Correia, J.; Ciesielski, V.; Liapis, A.. Preface. 2017.
  4. Johnson, C.; Ciesielski, V.; Correia, J.; Machado, P.. Preface. 2016.
  5. Johnson, C.; Carballal, A.; Correia, J.. Evolutionary and biologically inspired music, sound, art and design 4th international conference, evoMUSART 2015 Copenhagen, Denmark, april 8-10, 2015 proceedings. 2015.
    10.1007/978-3-319-16498-4
  6. Johnson, C.; Carballal, A.; Correia, J.. Preface. 2015.
  7. Martins, T.; Correia, J.; Costa, E.; Machado, P.. Evotype: Evolutionary type design. 2015.
    10.1007/978-3-319-16498-4_13
  8. Machado, P.; Correia, J.; Assunção, F.. Graph-based evolutionary art. 2015.
    10.1007/978-3-319-20883-1_1
  9. Romero, J.; McDermott, J.; Correia, J.. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface. 2014.
  10. Correia, J.; Machado, P.; Romero, J.; Carballal, A.. Feature selection and novelty in computational aesthetics. 2013.
    10.1007/978-3-642-36955-1_12
  11. Machado, P.; Correia, J.; Romero, J.. Improving face detection. 2012.
    10.1007/978-3-642-29139-5_7
  12. Machado, P.; Correia, J.; Romero, J.. Expression-based evolution of faces. 2012.
    10.1007/978-3-642-29142-5_17
  13. Romero, J.; Machado, P.; Carballal, A.; Correia, J.. Computing aesthetics with image judgement systems. 2012.
    10.1007/978-3-642-31727-9_11
Book chapter
  1. Luana Clare; Alexandra Marques; João Correia. "A Comparative Analysis of Evolutionary Adversarial One-Pixel Attacks". 2024.
    10.1007/978-3-031-56855-8_9
  2. João Macedo; Daniel Lopes; João Correia; Penousal Machado; Ernesto Costa. "Evolving Visually-Diverse Graphic Design Posters". 2024.
    10.1007/978-3-031-56992-0_17
  3. Daniel Lopes; João Correia; Penousal Machado. "EvoDesigner: Aiding the Exploration of Innovative Graphic Design Solutions". 2023.
    10.1007/978-3-031-29956-8_25
  4. Tiago Martins; João M. Cunha; João Correia; Penousal Machado. "Towards the Evolution of Prompts with MetaPrompter". 2023.
    10.1007/978-3-031-29956-8_12
  5. Pedro Silva; Catarina Maçãs; João Correia; Penousal Machado; Evgheni Polisciuc. "ANTENNA: Visual Analytics of Mobility Derived from Cellphone Data". 2023.
    10.1007/978-3-031-45725-8_7
  6. Gabriel Fernandes; Nuno Lourenço; João Correia. "Reducing the Price of Stable Cable Stayed Bridges with CMA-ES". 2023.
    10.1007/978-3-031-30229-9_15
  7. Correia, João; Gama, Gustavo; Guerrinha, João Tiago; Cadime, Ricardo; Antero Carvalhido, Pedro; Vieira, Tiago; Lourenço, Nuno. "Automatic Design of Telecom Networks with Genetic Algorithms". In Applications of Evolutionary Computation, 269-284. Springer Nature Switzerland, 2023.
    10.1007/978-3-031-30229-9_18
  8. Correia, João; Baeta, Francisco; Martins, Tiago. "Evolutionary Generative Models". In Handbook of Evolutionary Machine Learning, 283-329. Springer Nature Singapore, 2023.
    Published • 10.1007/978-981-99-3814-8_10
  9. Daniel Lopes; João Correia; Penousal Machado. "EvoDesigner: Towards Aiding Creativity in Graphic Design". 162-178. Springer International Publishing, 2022.
    10.1007/978-3-031-03789-4_11
  10. Pereira, Sofia; Correia, João; Machado, Penousal. "Evolving Data Augmentation Strategies". In Applications of Evolutionary Computation, 337-351. Springer International Publishing, 2022.
    10.1007/978-3-031-02462-7_22
  11. Tiago Martins; João Correia; Sérgio Rebelo; João Bicker; Penousal Machado. "Portraits of No One: An Interactive Installation". 2020.
    10.1007/978-3-030-43859-3_8
  12. Correia, João. "Neuroevolution of Generative Adversarial Networks". 293-322. Springer Singapore, 2020.
    10.1007/978-981-15-3685-4_11
  13. João M. Cunha; Nuno Lourenço; João Correia; Pedro Martins; Penousal Machado. "Emojinating: Evolving Emoji Blends". 110-126. Springer International Publishing, 2019.
    10.1007/978-3-030-16667-0_8
  14. Correia, João. "Breaking the Mould An Evolutionary Quest for Innovation Through Style Change". 353-398. Springer, 2019.
    10.1007/978-3-319-43610-4_16
  15. Vinhas, Adriano; Assunção, Filipe; Correia, João; Ekárt, Aniko; Machado, Penousal. "Fitness and Novelty in Evolutionary Art". In Evolutionary and Biologically Inspired Music, Sound, Art and Design, 225-240. Springer International Publishing, 2016.
    Accepted • 10.1007/978-3-319-31008-4_16
  16. Cardoso, Amílcar; Martins, Pedro; Assunção, Filipe; Correia, João; Machado, Penousal. "A Distributed Approach to Computational Creativity". In Studies in Computational Intelligence, 3-12. Springer International Publishing, 2015.
    10.1007/978-3-319-25017-5_1
Conference paper
  1. Francisco Baeta; João Correia; Tiago Martins; Penousal Machado. "Exploring Evolutionary Generators within Generative Adversarial Networks". 2024.
    10.1145/3638530.3654348
  2. Penousal Machado; João Correia. "Evolutionary Art and Design in the Machine Learning Era". 2024.
    10.1145/3638530.3648408
  3. Macedo, João; Lopes, Daniel; Correia, João; Machado, Penousal; Costa, Ernesto. "Evolving Visually-Diverse Graphic Design Posters". Paper presented in International Conference on Artificial Intelligence in Music, Sound, Art and Design (EvoMUSART), Aberystwyth, 2024.
  4. Machado, Penousal; Martins, Tiago; Correia, João; Espírito Santo, Luís; Lourenço, Nuno; Cunha, João Miguel; Rebelo, Sérgio; Martins, Pedro; Bicker, João. "From Pixels to Metal: AI-Empowered Numismatic Art". Paper presented in Thirty-Third International Joint Conference on Artificial Intelligence AI, Arts & Creativity, 2024.
    Published • 10.24963/ijcai.2024/854
  5. Victor Costa; Nuno Lourenço; João Correia; Penousal Machado. "Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies". 2023.
    10.1145/3583133.3590549
  6. Luana Clare; João Correia. "Generating Adversarial Examples through Latent Space Exploration of Generative Adversarial Networks". 2023.
    10.1145/3583133.3596392
  7. Lopes, Daniel; Correia, João; Fernando Jorge Penousal Martins Machado. "Towards the Automatic Customisation of Editable Graphics". Paper presented in 14th international conference on computational creativity (ICCC'23), Waterloo, 2023.
  8. Lopes, Daniel; Correia, João; Fernando Jorge Penousal Martins Machado. "Towards the Automatic Evaluation of Visual Balance for Graphic Design Posters". Paper presented in 14th international conference on computational creativity (ICCC'23), Waterloo, 2023.
  9. Martins, Tiago; Cunha, João Miguel; Correia, João; Machado, Penousal. "Towards the evolution of prompts with metaprompter". Paper presented in 12th International Conference on Artificial Intelligence in Music, Sound, Art and Design (EvoMUSART) 2023, 2023.
  10. Costa, Victor; Lourenço, Nuno; Correia, João; Machado, Penousal. "Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies". 2023.
    10.1145/3583133.3590549
  11. Clare, Luana; Correia, João. "Generating Adversarial Examples through Latent Space Exploration of Generative Adversarial Networks". 2023.
    10.1145/3583133.3596392
  12. Baeta, Francisco; Correia, João; Martins, Tiago; Machado, Penousal. "TGPGAN towards expression-based generative adversarial networks". 2023.
    10.1145/3520304.3529064
  13. Silva, Pedro; Maçãs, Catarina; Correia, João; Machado, Penousal; Polisciuc, Evgheni. "ANTENNA: A Tool for Visual Analysis of Urban Mobility based on Cell Phone Data". 2022.
    10.5220/0010902200003124
  14. cisuc-6948-2022. "GP-Based Generative Adversarial Models". Paper presented in Genetic Programming Theory and Practice XIX, 2022.
  15. Baeta, Francisco; Correia, João; Martins, Tiago; Machado, Penousal. "Exploring expression-based generative adversarial networks". 2022.
    10.1145/3520304.3534002
  16. Baeta, Francisco; Correia, João; Martins, Tiago; Machado, Penousal. "TensorGP - Genetic Programming Engine in TensorFlow". Paper presented in 24th International Conference on the Applications of Evolutionary Computations, 2021.
  17. Martins, Tiago; Baeta, Francisco; Correia, João; Machado, Penousal. "Speed Benchmarking of Genetic Programming Frameworks". Paper presented in Genetic and Evolutionary Computation Conference (GECCO 2021), 2021.
    10.1145/3449639.3459335
  18. Santos, André; Martins, Tiago; Correia, João. "Creating Artistic Geographical Maps with Neural Style Transfer". Paper presented in 9th Conference on Computation, Communication, Aesthetics & X (xCoAx 2021), 2021.
  19. Correia, João; Fernandes, Paulo; Machado, Penousal. "Towards Latent Space Exploration for Classifier Improvement.". Paper presented in ADGN@ECAI 2020, 2020.
  20. Costa, Victor; Lourenço, Nuno; Correia, João; Machado, Penousal. "Exploring the evolution of GANs through quality diversity". Paper presented in GECCO 2020, 2020.
    10.1145/3377930.3389824
  21. Correia, João; Ferreira, Fernando; Maçãs, Catarina. "Cable-stayed bridge optimization solution space exploration". 2020.
    10.1145/3377929.3390033
  22. Lopes, Daniel; Correia, João; Machado, Penousal. "Adea - Evolving glyphs for aiding creativity in typeface design". 2020.
    Accepted • 10.1145/3377929.3389964
  23. Correia, João. "Evolutionary Latent Space Exploration of Generative Adversarial Networks". 2020.
    10.1007/978-3-030-43722-0_38
  24. Correia, João. "Using Skill Rating as Fitness on the Evolution of GANs". 2020.
    10.1007/978-3-030-43722-0_36
  25. Martins, Tiago; Correia, João; Rebelo, Sérgio; Bicker, João; Machado, Penousal. "Portraits of No One: An Internet Artwork". 2020.
    10.1145/3394171.3416337
  26. Lopes, Daniel; Correia, João; Machado, Penousal. "Adea: Evolving Glyphs for Aiding Creativity in the Graphic Design Workflow". Paper presented in 8th Conference on Computation, Communication, Aesthetics & X (xCoAx 2020), 2020.
  27. Costa, Victor; Lourenço, Nuno; Correia, João; Machado, Penousal. "COEGAN: evaluating the coevolution effect in generative adversarial networks". Paper presented in GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference, 2019.
    Accepted • 10.1145/3321707.3321746
  28. Correia, João; Martins, Tiago; Machado, Penousal. "Evolutionary data augmentation in deep face detection". 2019.
    10.1145/3319619.3322053
  29. Martins, T.; Correia, J.; Costa, E.; Machado, P.. "Evotype: From shapes to glyphs". 2016.
    10.1145/2908812.2908907
  30. Correia, João; Martins, Tiago; Martins, Pedro; Machado, Penousal. "X-Faces: The eXploit Is Out There.". Paper presented in International Conference on Computational Creativity, Paris, 2016.
    Accepted
  31. Assunção, F.; Correia, J.; Martins, P.; Machado, P.. "Evolving families of shapes". 2015.
  32. Machado, P.; Vinhas, A.; Correia, J.; Ekárt, A.. "Evolving ambiguous images". 2015.
  33. MacHado, P.; Correia, J.. "Semantic aware methods for evolutionary art". 2014.
    10.1145/2576768.2598293
  34. Correia, João; Machado, Penousal; Romero, Juan; Carballal, Adrián. "Evolving Figurative Images Using Expression-Based Evolutionary Art". 2013.
  35. Correia, J.; MacHado, P.; Romero, J.. "Improving Haar Cascade classifiers through the synthesis of new training examples". 2012.
    10.1145/2330784.2331001
Conference poster
  1. Martins, Tiago; Correia, João; Rebelo, Sérgio M.; Bicker, João; Machado, Penousal. "Portraits of No One: Between the Real and the Artificial". Paper presented in Art and Artificial Intelligence: A Disruptive Joint Venture (ART)^2INT. Workshop at European Conference on Artificial Intelligence 2020. Santiago de Compostela/Online., 2020.
Edited book
  1. Romero, Juan; Ekárt, Aniko; Martins, Tiago; Correia, João. Artificial Intelligence in Music, Sound, Art and Design. Springer International Publishing. 2020.
    10.1007/978-3-030-43859-3
  2. Correia, João. Computational Intelligence in Music, Sound, Art and Design. Springer International Publishing. 2017.
    Published • 10.1007/978-3-319-55750-2 • Editor
Journal article
  1. Iolanda Ferreira; Joana Simões; João Correia; Ana Luísa Areia. "Predicting vaginal delivery after labor induction using machine learning: Development of a multivariable prediction model". Acta Obstetricia et Gynecologica Scandinavica (2024): https://doi.org/10.1111/aogs.14953.
    10.1111/aogs.14953
  2. Iria Santos; Miguel A. Casal; João Correia; Álvaro Torrente-Patiño; Penousal Machado; Juan Romero; Siew Ann Cheong. "Towards Robust Evaluation of Aesthetic and Photographic Quality Metrics: Insights from a Comprehensive Dataset". Complexity (2024): https://doi.org/10.1155/2024/8223586.
    10.1155/2024/8223586
  3. Martins, J.P.; Correia, J.; Ljubinkovic, F.; Simões da Silva, L.. "Cost optimisation of steel I-girder cross-sections using genetic algorithms". Structures 55 (2023): 379-388. http://dx.doi.org/10.1016/j.istruc.2023.06.030.
    10.1016/j.istruc.2023.06.030
  4. João Correia; Daniel Lopes; Leonardo Vieira; Nereida Rodriguez-Fernandez; Adrian Carballal; Juan Romero; Penousal Machado. "Experiments in evolutionary image enhancement with ELAINE". Genetic Programming and Evolvable Machines (2022): https://doi.org/10.1007/s10710-022-09445-9.
    10.1007/s10710-022-09445-9
  5. Daniel Lopes; João Correia; Penousal Machado. "EvoDesigner: Evolving Poster Layouts". Entropy (2022): https://doi.org/10.3390/e24121751.
    10.3390/e24121751
  6. Lopes, Daniel; Correia, João; Machado, Penousal. "EvoDesigner: Evolving Poster Layouts". Entropy 24 12 (2022): 1751. http://dx.doi.org/10.3390/e24121751.
    10.3390/e24121751
  7. Francisco Baeta; João Correia; Tiago Martins; Penousal Machado. "Exploring Genetic Programming in TensorFlow with TensorGP". SN Computer Science (2022): https://doi.org/10.1007/s42979-021-01006-8.
    10.1007/s42979-021-01006-8
  8. João Correia; Nereida Rodriguez-Fernandez; Leonardo Vieira; Juan Romero; Penousal Machado. "Towards Automatic Image Enhancement with Genetic Programming and Machine Learning". Applied Sciences 12 4 (2022): 2212-2212. https://doi.org/10.3390/app12042212.
    10.3390/app12042212
  9. Baeta, Francisco; Correia, João; Martins, Tiago; Machado, Penousal. "Exploring Genetic Programming in TensorFlow with TensorGP". SN Computer Science 3 2 (2022): http://dx.doi.org/10.1007/s42979-021-01006-8.
    10.1007/s42979-021-01006-8
  10. João Correia; Tiago Martins; Sérgio Rebelo; João Bicker; Penousal Machado. "The X-Faces Behind the Portraits of No One". SN Computer Science (2021): https://doi.org/10.1007/s42979-021-00604-w.
    10.1007/s42979-021-00604-w
  11. Bruno Sousa; Miguel Arieiro; Vasco Pereira; Joao Correia; Nuno Lourenco; Tiago Cruz. "ELEGANT: Security of Critical Infrastructures With Digital Twins". IEEE Access 9 (2021): 107574-107588. https://doi.org/10.1109/ACCESS.2021.3100708.
    10.1109/ACCESS.2021.3100708
  12. Tiago Martins; João Correia; Ernesto Costa; Penousal Machado. "Evolving Stencils for Typefaces: Combining Machine Learning, User’s Preferences and Novelty". Complexity 2019 (2019): 1-16. https://doi.org/10.1155/2019/3509263.
    10.1155/2019/3509263
  13. Xiao, Ping; Toivonen, Hannu; Gross, Oskar; Cardoso, Amílcar; Correia, João; Machado, Penousal; Martins, Pedro; et al. "Conceptual Representations for Computational Concept Creation". ACM Computing Surveys 52 1 (2019): 1-33. http://dx.doi.org/10.1145/3186729.
    10.1145/3186729
  14. Xiao, P.; Toivonen, H.; Gross, O.; Cardoso, A.; Correia, J.; Machado, P.; Martins, P.; et al. "Conceptual representations for computational concept creation". ACM Computing Surveys 52 1 (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85062415612&partnerID=MN8TOARS.
    10.1145/3186729
  15. Filipe Assuncao; Joao Correia; Ruben Conceicao; Mario Joao Martins Pimenta; Bernardo Tome; Nuno Lourenco; Penousal Machado. "Automatic Design of Artificial Neural Networks for Gamma-Ray Detection". IEEE Access 7 (2019): 110531-110540. https://doi.org/10.1109/ACCESS.2019.2933947.
    10.1109/ACCESS.2019.2933947
  16. Carballal, A.; Santos, A.; Romero, J.; Machado, P.; Correia, J.; Castro, L.. "Distinguishing paintings from photographs by complexity estimates". Neural Computing and Applications (2016): 1-13. http://www.scopus.com/inward/record.url?eid=2-s2.0-85007480634&partnerID=MN8TOARS.
    10.1007/s00521-016-2787-5
  17. Machado, P.; Romero, J.; Nadal, M.; Santos, A.; Correia, J.; Carballal, A.. "Computerized measures of visual complexity". Acta Psychologica 160 (2015): 43-57. http://www.scopus.com/inward/record.url?eid=2-s2.0-84936876619&partnerID=MN8TOARS.
    10.1016/j.actpsy.2015.06.005

Artistic / Performance

Visual artwork
  1. Machado, Penousal; Martins, Tiago; Correia, João; Espírito Santo, Luís; Lourenço, Nuno; Cunha, João Miguel; Rebelo, Sérgio; Martins, Pedro; Bicker, João. O Mundo Digital (Prata Proof Coin, 2023).
Activities

Ad Hoc journal article review

Journal title (ISSN) Publisher
2018 - Current IEEE Access (2169-3536) Institute of Electrical and Electronics Engineers
2019 - 2021 Genetic Programming and Evolvable Machines (1573-7632) Springer-Verlag
2018 - 2018 Special Issue "Complex Systems in Aesthetics and Arts" in Complexity

Conference scientific committee

Conference name Conference host
2020 - Current GECCO-EML - Evolutionary Machine Learning Track, Genetic and Evolutionary Computation Conference
2018 - Current CSMC - Conference on Computer Simulation of Musical Creativity
2017 - Current CONTENT - International Conference on Creative Content Technologies
2017 - Current ICCC - International Conference on Computational Creativity
2014 - Current evoMUSART - International Conference on Computational Intelligence in Music, Sound, Art and Design (Part of EvoStar)
2019 - 2019 GECCO-DETA - Digital Entertainment Technologies and Arts Track, Genetic and Evolutionary Computation Conference
2017 - 2019 GECCO-GP - Genetic Programming Track, Genetic and Evolutionary Computation Conference

Evaluation committee

Activity description
Role 		Institution / Organization Funding entity
2019 - 2019 Avaliador remoto (Remote Reviewer) de proposta para "ERC Advanced Grant 2019"
Evaluator
 European Research Council, Belgium

Other jury / evaluation

Activity description Institution / Organization
2018 - 2018 Reviewer for "The Handbook of Artificial Intelligence and the Arts, Romero, Juan; Machado, Penousal; Greenfield, Gary (Editors)."
2016 - 2016 Revisão de capítulos para o livro: "Computational Creativity - The Philosophy and Engineering of Autonomously Creative Systems, Veale, Tony; Cardoso, Amílcar (Editores), Springer."
Distinctions

Other distinction

2018 Melhor artigo com "Evotype: Towards the Evolution of Type Stencils"
2009 Winner of "Competition for Business Ideas GE DEI 2008/2009"