Penousal Machado
AuthID: R-00K-EY2
1
TITLE: Visualisation of Random Forest classification
AUTHORS: Maçãs, Catarina; Campos, Joao R.; Lourenco, Nuno; Machado, Penousal;
PUBLISHED: 2024, SOURCE: INFORMATION VISUALIZATION, VOLUME: 23, ISSUE: 4
AUTHORS: Maçãs, Catarina; Campos, Joao R.; Lourenco, Nuno; Machado, Penousal;
PUBLISHED: 2024, SOURCE: INFORMATION VISUALIZATION, VOLUME: 23, ISSUE: 4
2
TITLE: ESSYS* Sharing #UC: An Emotion-driven Audiovisual Installation
AUTHORS: Rebelo, Sergio M.; Seica, Mariana; Martins, Pedro; Bicker, Joao; Machado, Penousal;
PUBLISHED: 2022, SOURCE: IEEE Conference on VIS Arts Program (VISAP) in 2022 IEEE VIS ARTS PROGRAM (VISAP 2022)
AUTHORS: Rebelo, Sergio M.; Seica, Mariana; Martins, Pedro; Bicker, Joao; Machado, Penousal;
PUBLISHED: 2022, SOURCE: IEEE Conference on VIS Arts Program (VISAP) in 2022 IEEE VIS ARTS PROGRAM (VISAP 2022)
INDEXED IN: 
Scopus 
WOS
Scopus WOS3
TITLE: Towards a Visual Language Using Neural Networks
AUTHORS: Luís Gonçalo; João Cunha; Penousal Machado;
PUBLISHED: 2021, SOURCE: 12th International Conference on Computational Creativity, ICCC 2021 in Proceedings of the 12th International Conference on Computational Creativity, ICCC 2021
AUTHORS: Luís Gonçalo; João Cunha; Penousal Machado;
PUBLISHED: 2021, SOURCE: 12th International Conference on Computational Creativity, ICCC 2021 in Proceedings of the 12th International Conference on Computational Creativity, ICCC 2021
INDEXED IN: Scopus
Scopus4
TITLE: Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution
AUTHORS: Assunção, F; Lourenço, N; Bernardete Ribeiro; Machado, P;
PUBLISHED: 2020, SOURCE: 23rd European Conference on Applications of Evolutionary Computation, EvoApplications 2020, held as part of EvoStar 2020 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12104 LNCS
AUTHORS: Assunção, F; Lourenço, N; Bernardete Ribeiro; Machado, P;
PUBLISHED: 2020, SOURCE: 23rd European Conference on Applications of Evolutionary Computation, EvoApplications 2020, held as part of EvoStar 2020 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12104 LNCS
5
TITLE: Incremental Evolution and Development of Deep Artificial Neural Networks
AUTHORS: Assunção, F; Lourenço, N; Bernardete Ribeiro; Machado, P;
PUBLISHED: 2020, SOURCE: 23rd European Conference on Genetic Programming, EuroGP 2020, held as part of EvoStar 2020 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12101 LNCS
AUTHORS: Assunção, F; Lourenço, N; Bernardete Ribeiro; Machado, P;
PUBLISHED: 2020, SOURCE: 23rd European Conference on Genetic Programming, EuroGP 2020, held as part of EvoStar 2020 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12101 LNCS
6
TITLE: Fast DENSER: Efficient Deep NeuroEvolution
AUTHORS: Assunção, F; Lourenço, N; Machado, P; Bernardete Ribeiro ;
PUBLISHED: 2019, SOURCE: 22nd European Conference on Genetic Programming, EuroGP 2019, held as part of EvoStar 2019 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11451 LNCS
AUTHORS: Assunção, F; Lourenço, N; Machado, P; Bernardete Ribeiro ;
PUBLISHED: 2019, SOURCE: 22nd European Conference on Genetic Programming, EuroGP 2019, held as part of EvoStar 2019 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11451 LNCS
7
TITLE: DENSER: deep evolutionary network structured representation Full Text
AUTHORS: Filipe Assunção; Nuno Lourenço; Penousal Machado; Bernardete Ribeiro ;
PUBLISHED: 2019, SOURCE: Genetic Programming and Evolvable Machines, VOLUME: 20, ISSUE: 1
AUTHORS: Filipe Assunção; Nuno Lourenço; Penousal Machado; Bernardete Ribeiro ;
PUBLISHED: 2019, SOURCE: Genetic Programming and Evolvable Machines, VOLUME: 20, ISSUE: 1
8
TITLE: Using GP Is NEAT: Evolving Compositional Pattern Production Functions
AUTHORS: Filipe Assunção; Nuno Lourenço; Penousal Machado; Bernardete Ribeiro ;
PUBLISHED: 2018, SOURCE: 21st European Conference on Genetic Programming, EuroGP 2018 in Genetic Programming - 21st European Conference, EuroGP 2018, Parma, Italy, April 4-6, 2018, Proceedings, VOLUME: 10781
AUTHORS: Filipe Assunção; Nuno Lourenço; Penousal Machado; Bernardete Ribeiro ;
PUBLISHED: 2018, SOURCE: 21st European Conference on Genetic Programming, EuroGP 2018 in Genetic Programming - 21st European Conference, EuroGP 2018, Parma, Italy, April 4-6, 2018, Proceedings, VOLUME: 10781
9
TITLE: Evolving the Topology of Large Scale Deep Neural Networks
AUTHORS: Filipe Assunção; Nuno Lourenço; Penousal Machado; Bernardete Ribeiro ;
PUBLISHED: 2018, SOURCE: 21st European Conference on Genetic Programming, EuroGP 2018 in Genetic Programming - 21st European Conference, EuroGP 2018, Parma, Italy, April 4-6, 2018, Proceedings, VOLUME: 10781
AUTHORS: Filipe Assunção; Nuno Lourenço; Penousal Machado; Bernardete Ribeiro ;
PUBLISHED: 2018, SOURCE: 21st European Conference on Genetic Programming, EuroGP 2018 in Genetic Programming - 21st European Conference, EuroGP 2018, Parma, Italy, April 4-6, 2018, Proceedings, VOLUME: 10781
10
TITLE: Automatic Evolution of AutoEncoders for Compressed Representations
AUTHORS: Filipe Assunção; David Sereno; Nuno Lourenço; Penousal Machado; Bernardete Ribeiro ;
PUBLISHED: 2018, SOURCE: 2018 IEEE Congress on Evolutionary Computation, CEC 2018 in 2018 IEEE Congress on Evolutionary Computation, CEC 2018, Rio de Janeiro, Brazil, July 8-13, 2018
AUTHORS: Filipe Assunção; David Sereno; Nuno Lourenço; Penousal Machado; Bernardete Ribeiro ;
PUBLISHED: 2018, SOURCE: 2018 IEEE Congress on Evolutionary Computation, CEC 2018 in 2018 IEEE Congress on Evolutionary Computation, CEC 2018, Rio de Janeiro, Brazil, July 8-13, 2018
