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Ernesto Jorge Fernandes Costa. Concluiu o(a) Título de Agregado em - em 1996 pelo(a) Universidade de Coimbra, Doutoramento em Engenharia Electrotécnica em 1985 pelo(a) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Doutoramento em Engenharia Informática em 2007 pelo(a) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Doutoramento em Engenharia Informática em 1985 pelo(a) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Licenciatura em Engenharia Electrotécnica em 1976 pelo(a) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Diplôme d´études supérieurs em Informatique Théorique em 1981 pelo(a) Université Pierre et Marie Curie - Institut de Programmation e Diplôme d´études supérieurs em Informatique Théorique em 1979 pelo(a) Université Pierre et Marie Curie - Institut de Programmation. É Professor Catedrático no(a) Universidade de Coimbra. Publicou 74 artigos em revistas especializadas. Possui 1 capítulo(s) de livros. Recebeu 6 prémio(s) e/ou homenagens. Nas suas atividades profissionais interagiu com 79 colaborador(es) em coautorias de trabalhos científicos. No seu currículo Ciência Vitae os termos mais frequentes na contextualização da produção científica, tecnológica e artístico-cultural são: Aprendizagem Computacional; Classificação; Clustering; Mitocôndria; Toxicidade Farmacológica; Machine Learning; Classification; Mitochondria; Drug Toxicity; Automatic Design of Algorithms; Evolutionary Algorithms; Evolutionary Computation; Genetic Programming; Grammatical Evolution; Hyper-Heuristics; Computational Evolution; Representations; Gene Regulatory Networks; Dynamic Environments; Agent-based model; Barriers to entry; Entrepreneurship; New-issues market; Market concentration; Artificial Intelligence; Behavioural Biometrics; Continuous Authentication; Internet Privacy; Internet Security; Intrusion Detection System; Keystroke Dynamics; World Wide Web; Plataforma de Gestão de Activos de Marcas; PHP 5; MySQL 5 6; Javascript; Laravel; Bootstrap 3; Brand Identity; Coorporate Identity; Sistemas complexos; Vida artificial; Sistemas multi-agente; Computação evolucionária; 681.3:658.0; 658.0:681.3; Engenharia Informática; Algoritmos genéticos; Inteligência artificial; Sistemas de energia; Programação automática; Recursão; .
Identificação

Identificação pessoal

Nome completo
ERNESTO JORGE FERNANDES COSTA

Nomes de citação

  • Costa, Ernesto
  • E. Costa
  • Costa, E.

Identificadores de autor

Ciência ID
9E16-27D6-79D6
ORCID iD
0000-0002-8460-4033
Google Scholar ID
myoBo8UAAAAJ
Scopus Author Id
7402527365

Domínios de atuação

  • Ciências da Engenharia e Tecnologias - Engenharia Eletrotécnica, Eletrónica e Informática - Engenharia de Comunicações e de Sistemas

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Português Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Inglês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Francês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador independente (B1) Utilizador proficiente (C1)
Espanhol; Castelhano Utilizador elementar (A1) Utilizador independente (B1) Utilizador elementar (A1) Utilizador elementar (A1)
Italiano Utilizador elementar (A1) Utilizador independente (B1) Utilizador elementar (A1) Utilizador elementar (A1)
Formação
Grau Classificação
2007
Concluído
Engenharia Informática (Doutoramento)
Especialização em Sem especialidade
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Evolvability in Optimization Problems: the Role of Representations and Heuristics" (TESE/DISSERTAÇÃO)
1996
Concluído
- (Título de Agregado)
Universidade de Coimbra, Portugal
"-" (TESE/DISSERTAÇÃO)
Aprovado por Unanimidade
1985
Concluído
Engenharia Informática (Doutoramento)
Especialização em Sem especialidade
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Estudo e Implementação de um Sistema Automático de Transformação de Programas Recursivos" (TESE/DISSERTAÇÃO)
1985
Concluído
Engenharia Electrotécnica (Doutoramento)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Estudo e implementação de um sistema automático de transformação de programas recursivos" (TESE/DISSERTAÇÃO)
Aprovado por unanimidade com distinção e louvor
1981
Concluído
Informatique Théorique (Diplôme d´études supérieures)
Université Pierre et Marie Curie - Institut de Programmation, França
Très Bien
1981
Concluído
Informatique Théorique (Diplôme d´études supérieures)
Université Pierre et Marie Curie, França
"Des systèmes de transformation de programmes" (TESE/DISSERTAÇÃO)
Très Bien
1979
Concluído
Informatique Théorique (Diplôme d´études supérieures)
Université Pierre et Marie Curie - Institut de Programmation, França
Très Bien
1979
Concluído
Informatique Théorique (Doutoramento)
Université Pierre et Marie Curie (Paris VI), França
"Dérécursivation automatique en utilisant des systèmes de réécriture de termes" (TESE/DISSERTAÇÃO)
Aprouvé
1976
Concluído
Engenharia Electrotécnica (Licenciatura)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
15
1976
Concluído
Engenharia Electrotécnica (Licenciatura)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
15
Percurso profissional

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento
Empregador
2002/04/01 - Atual Professor Catedrático (Docente Universitário) Universidade de Coimbra, Portugal
2002 - Atual Professor Catedrático (Docente Universitário) Universidade de Coimbra, Portugal
1988 - Atual Professor Associado (Docente Universitário) Universidade de Coimbra, Portugal
1985 - Atual Professor Auxiliar (Docente Universitário) Universidade de Coimbra, Portugal
1979 - Atual Assistente (Docente Universitário) Universidade de Coimbra, Portugal
1988/02/01 - 2002/03/31 Professor Associado (Docente Universitário) Universidade de Coimbra, Portugal
1985/02/01 - 1988/01/31 Professor Auxiliar (Docente Universitário) Universidade de Coimbra, Portugal
1979/05/01 - 1985/01/31 Assistente (Docente Universitário) Universidade de Coimbra, Portugal

Outros

Categoria Profissional
Instituição de acolhimento
Empregador
1977 - Atual Assistente Eventual Universidade de Coimbra, Portugal
1977/04/01 - 1979/04/30 Assistente Eventual Universidade de Coimbra, Portugal
Projetos

Projeto

Designação Financiadores
2019 - 2022/01/09 Deteção de padrões de adição em jogo online<br>
DSAIPA/DS/0022/2018
Universidade Nova de Lisboa, Portugal

Universidade Nova de Lisboa MagIC, Portugal

Turismo de Portugal, Portugal

Universidade de Coimbra, Portugal
Fundação para a Ciência e a Tecnologia
Em curso
2018 - 2021/12/05 Desenvolvimento e validação de métodos inovadores para triagem de moduladores da saúde mitocondrial
PTDC/BTM-SAL/29297/2017
Universidade de Coimbra Centro de Neurociências e Biologia Celular, Portugal

Universidade de Coimbra, Portugal
Fundação para a Ciência e a Tecnologia
Em curso
2018 - 2021/09/30 Melhorando a Aprendizagem Profunda Bio-Inspirada para a Radiómica
PTDC/CCI-INF/29168/2017
Universidade Nova de Lisboa, Portugal

Fundação Champalimaud, Portugal

Universidade de Coimbra, Portugal
Fundação para a Ciência e a Tecnologia
Em curso
2013 - 2015/09/30 Melhorando a Programação Genética Semântica para a Segurança Marítima, a Salvaguarda da Vida Humana e a Protecção Ambiental
PTDC/EEI-CTP/2975/2012
Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal

Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal

Universidade de Coimbra, Portugal

Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2012 - 2015/08/01 Optimização Angular em Radioterapia de Intensidade Modulada
PTDC/EIA-CCO/121450/2010
Universidade de Coimbra Instituto de Engenharia de Sistemas e Computadores de Coimbra, Portugal

Instituto Português de Oncologia de Coimbra Francisco Gentil EPE, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
Produções

Publicações

Artigo em conferência
  1. Campos, Joao R.; Costa, Ernesto. "Fault Injection to Generate Failure Data for Failure Prediction: A Case Study". Trabalho apresentado em 2020 IEEE 31st International Symposium on Software Reliability Engineering (ISSRE), 2020.
    10.1109/issre5003.2020.00020
  2. Campos, Joao R.; Vieira, Marco; Costa, Ernesto. "Propheticus: Machine Learning Framework for the Development of Predictive Models for Reliable and Secure Software". 2019.
    10.1109/issre.2019.00026
  3. Macedo, Joao; Marques, Lino; Costa, Ernesto. "A performance comparison of bio-inspired behaviours for odour source localisation". 2019.
    10.1109/icarsc.2019.8733627
  4. R. Campos, Joao; Vieira, Marco; Costa, Ernesto. "Exploratory Study of Machine Learning Techniques for Supporting Failure Prediction". Trabalho apresentado em EDCC 2018, 2018.
    10.1109/edcc.2018.00014
  5. Macedo, Joao; Marques, Lino; Costa, Ernesto. "Robotic odour search: Evolving a robot's brain with Genetic Programming". 2017.
    10.1109/icarsc.2017.7964058
  6. Macedo, Joao; Marques, Lino; Costa, Ernesto. "Evolving Neural Networks for Multi-robot Odor Search". 2016.
    10.1109/icarsc.2016.37
  7. Martins, Tiago; Correia, João; Costa, Ernesto; Machado, Penousal. "Evotype". 2016.
    10.1145/2908812.2908907
  8. Melo, Leonor; Pereira, Francisco; Costa, Ernesto. "Extended Experiments with Ant Colony Optimization with Heterogeneous Ants for Large Dynamic Traveling Salesperson Problems". 2014.
    10.1109/iccsa.2014.39
  9. Baptista, Tiago; Costa, Ernesto. "Step evolution: Improving the performance of open-ended evolution simulations". 2013.
    10.1109/alife.2013.6602431
  10. Baptista, Tiago; Costa, Ernesto. "Open-Ended Evolution of a Circadian Rhythm". 2013.
    10.7551/978-0-262-31709-2-ch080
Artigo em revista
  1. Castellanos-Garzón, José A.; Costa, Ernesto; Jaimes, José Luis S.; Corchado, Juan M.. "Determining the maximum length of logical rules in a classifier and visual comparison of results". MethodsX 7 (2020): 100846. http://dx.doi.org/10.1016/j.mex.2020.100846.
    10.1016/j.mex.2020.100846
  2. João Macedo; Lino Marques; Ernesto Costa. "A Comparative Study of Bio-Inspired Odour Source Localisation Strategies from the State-Action Perspective". Sensors 19 10 (2019): 2231-2231. https://doi.org/10.3390/s19102231.
    10.3390/s19102231
  3. Martins, Tiago; Correia, João; Costa, Ernesto; Machado, Penousal. "Evolving Stencils for Typefaces: Combining Machine Learning, User’s Preferences and Novelty". Complexity 2019 (2019): 1-16. http://dx.doi.org/10.1155/2019/3509263.
    10.1155/2019/3509263
  4. Joao R. Campos; Ernesto Costa; Marco Vieira. "Improving Failure Prediction by Ensembling the Decisions of Machine Learning Models: A Case Study". IEEE Access 7 (2019): 177661-177674. https://doi.org/10.1109/ACCESS.2019.2958480.
    10.1109/ACCESS.2019.2958480
  5. Lourenço, Nuno; Pereira, Francisco B.; Costa, Ernesto. "Unveiling the properties of structured grammatical evolution". Genetic Programming and Evolvable Machines 17 3 (2016): 251-289. http://dx.doi.org/10.1007/s10710-015-9262-4.
    10.1007/s10710-015-9262-4
  6. Lopes, Rui; Costa, Ernesto. "Developments on the Regulatory Network Computational Device". International Journal of Natural Computing Research 4 4 (2014): 55-91. http://dx.doi.org/10.4018/ijncr.2014100104.
    10.4018/ijncr.2014100104
  7. Simões, A.; Costa, E.; Simões, Anabela; Costa, Ernesto. "Prediction in evolutionary algorithms for dynamic environments". Soft Computing 18 8 (2013): 1-27. http://www.scopus.com/inward/record.url?eid=2-s2.0-84885490986&partnerID=MN8TOARS.
    10.1007/s00500-013-1154-z
  8. Lopes, R.L.; Costa, E.. "Genetic programming with genetic regulatory networks genetic programming". GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference (2013): 965-972. http://www.scopus.com/inward/record.url?eid=2-s2.0-84883086791&partnerID=MN8TOARS.
    10.1145/2463372.2463488
  9. Lopes, R.L.; Costa, E.. "Evolving an harmonic number generator with ReNCoDe". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 8154 LNAI (2013): 102-113. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884722599&partnerID=MN8TOARS.
    10.1007/978-3-642-40669-0_10
  10. Simões, A.; Costa, E.. "Extended virtual loser genetic algorithm for the dynamic traveling salesman problem". GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference (2013): 869-876. http://www.scopus.com/inward/record.url?eid=2-s2.0-84883065310&partnerID=MN8TOARS.
    10.1145/2463372.2463472
  11. Lopes, R.L.; Costa, E.. "GEARNet: Grammatical evolution with artificial regulatory networks: Genetic programming". GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference (2013): 973-980. http://www.scopus.com/inward/record.url?eid=2-s2.0-84883121067&partnerID=MN8TOARS.
    10.1145/2463372.2463490
  12. Lourenço, N.; Pereira, F.B.; Costa, E.. "The importance of the learning conditions in hyper-heuristics". GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference (2013): 1525-1532. http://www.scopus.com/inward/record.url?eid=2-s2.0-84883098510&partnerID=MN8TOARS.
    10.1145/2463372.2463558
  13. Lopes, R.L.; Costa, E.. "The regulatory network computational device". Genetic Programming and Evolvable Machines 13 3 (2012): 339-375. http://www.scopus.com/inward/record.url?eid=2-s2.0-84867202574&partnerID=MN8TOARS.
    10.1007/s10710-012-9160-y
  14. Simões, A.; Costa, E.. "Enhancing the virtual loser genetic algorithm for dynamic environments". GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation (2012): 673-680. http://www.scopus.com/inward/record.url?eid=2-s2.0-84864705806&partnerID=MN8TOARS.
    10.1145/2330163.2330258
  15. Lourenço, N.; Pereira, F.B.; Costa, E.. "Evolving evolutionary algorithms". GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation Companion (2012): 51-58. http://www.scopus.com/inward/record.url?eid=2-s2.0-84864987729&partnerID=MN8TOARS.
    10.1145/2330784.2330794
  16. Simões, A.; Costa, E.. "Virtual loser genetic algorithm for dynamic environments". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7248 LNCS (2012): 539-548. http://www.scopus.com/inward/record.url?eid=2-s2.0-84859343997&partnerID=MN8TOARS.
    10.1007/978-3-642-29178-4_54
  17. Sousa, J.A.B.; Costa, E.. "Designing an Epigenetic Approach in Artificial Life: The EpiAL Model". Communications in Computer and Information Science 129 (2011): 78-90. http://www.scopus.com/inward/record.url?eid=2-s2.0-84879494110&partnerID=MN8TOARS.
    10.1007/978-3-642-19890-8_6
  18. Baptista, T.; Costa, E.. "The evolution of foraging in an open-ended simulation environment". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7026 LNAI (2011): 125-137. http://www.scopus.com/inward/record.url?eid=2-s2.0-80054796945&partnerID=MN8TOARS.
    10.1007/978-3-642-24769-9_10
  19. Lopes, R.L.; Costa, E.. "The squares problem and a neutrality analysis with ReNCoDe". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7026 LNAI (2011): 182-195. http://www.scopus.com/inward/record.url?eid=2-s2.0-80054823709&partnerID=MN8TOARS.
    10.1007/978-3-642-24769-9_14
  20. Simões, A.; Costa, E.. "Memory-based CHC algorithms for the dynamic Traveling Salesman Problem". Genetic and Evolutionary Computation Conference, GECCO'11 (2011): 1037-1044. http://www.scopus.com/inward/record.url?eid=2-s2.0-84860422780&partnerID=MN8TOARS.
    10.1145/2001576.2001717
  21. Lopes, R.L.; Costa, E.. "Using feedback in a regulatory network computational device: Generative and developmental systems". Genetic and Evolutionary Computation Conference, GECCO'11 (2011): 1499-1506. http://www.scopus.com/inward/record.url?eid=2-s2.0-84860417444&partnerID=MN8TOARS.
    10.1145/2001576.2001778
  22. Lopes, R.L.; Costa, E.. "ReNCoDe: A regulatory network computational device". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6621 LNCS (2011): 142-153. http://www.scopus.com/inward/record.url?eid=2-s2.0-79955767678&partnerID=MN8TOARS.
    10.1007/978-3-642-20407-4_13
  23. Simões, A.; Costa, E.. "CHC-based algorithms for the dynamic traveling salesman problem". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6624 LNCS PART 1 (2011): 354-363. http://www.scopus.com/inward/record.url?eid=2-s2.0-79955863577&partnerID=MN8TOARS.
    10.1007/978-3-642-20525-5_36
  24. Simões, A.; Carvalho, R.; Campos, J.; Costa, E.. "A study on population's diversity for dynamic environments". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6593 LNCS PART 1 (2011): 300-309. http://www.scopus.com/inward/record.url?eid=2-s2.0-79955093586&partnerID=MN8TOARS.
    10.1007/978-3-642-20282-7_31
  25. Tomé, P.; Amaral, L.; Costa, E.. "TREEAD: A tool that enables the re-use of experience in enterprise architecture description". ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems 2 AIDSS (2010): 332-343. http://www.scopus.com/inward/record.url?eid=2-s2.0-78649858738&partnerID=MN8TOARS.
  26. Melo, L.; Pereira, F.; Costa, E.. "MC-ANT: A multi-colony ant algorithm". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5975 LNCS (2010): 25-36. http://www.scopus.com/inward/record.url?eid=2-s2.0-77954728197&partnerID=MN8TOARS.
    10.1007/978-3-642-14156-0_3
  27. Sousa, J.; Costa, E.. "EPIAL: An epigenetic approach for an Artificial Life model". ICAART 2010 - 2nd International Conference on Agents and Artificial Intelligence, Proceedings 1 (2010): 90-97. http://www.scopus.com/inward/record.url?eid=2-s2.0-77956294539&partnerID=MN8TOARS.
  28. Simões, A.; Costa, E.. "Improving prediction in evolutionary algorithms for dynamic environments". Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009 (2009): 875-882. http://www.scopus.com/inward/record.url?eid=2-s2.0-72749090355&partnerID=MN8TOARS.
    10.1145/1569901.1570021
  29. Simões, A.; Costa, E.. "Prediction in evolutionary algorithms for dynamic environments using Markov chains and nonlinear regression". Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009 (2009): 883-890. http://www.scopus.com/inward/record.url?eid=2-s2.0-72749088449&partnerID=MN8TOARS.
    10.1145/1569901.1570022
  30. Menezes, T.; Costa, E.. "Coevolution of competing agent species in a game-Like environment". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5484 LNCS (2009): 263-272. http://www.scopus.com/inward/record.url?eid=2-s2.0-67650670971&partnerID=MN8TOARS.
    10.1007/978-3-642-01129-0_30
  31. Tomé, P.; Costa, E.; Amaral, L.. "The re-use of experience through the use of CBR in information systems modelling". ICAART 2009 - Proceedings of the 1st International Conference on Agents and Artificial Intelligence (2009): 297-305. http://www.scopus.com/inward/record.url?eid=2-s2.0-70349471253&partnerID=MN8TOARS.
  32. Silva, S.; Costa, E.. "Dynamic limits for bloat control in genetic programming and a review of past and current bloat theories". Genetic Programming and Evolvable Machines 10 2 (2009): 141-179. http://www.scopus.com/inward/record.url?eid=2-s2.0-64549095533&partnerID=MN8TOARS.
    10.1007/s10710-008-9075-9
  33. Simões, A.; Costa, E.. "The influence of population and memory sizes on the evolutionary algorithm's performance for dynamic environments". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5484 LNCS (2009): 705-714. http://www.scopus.com/inward/record.url?eid=2-s2.0-67650685862&partnerID=MN8TOARS.
    10.1007/978-3-642-01129-0_80
  34. Baptista, T.; Costa, E.. "Evolution of a multi-agent system in a cyclical environment". Theory in Biosciences 127 2 (2008): 141-148. http://www.scopus.com/inward/record.url?eid=2-s2.0-43849106975&partnerID=MN8TOARS.
    10.1007/s12064-008-0031-2
  35. Simões, A.; Costa, E.. "Evolutionary algorithms for dynamic environments: Prediction using linear regression and markov chains". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5199 LNCS (2008): 306-315. http://www.scopus.com/inward/record.url?eid=2-s2.0-56449083720&partnerID=MN8TOARS.
    10.1007/978-3-540-87700-4_31
  36. Tomé, P.; Costa, E.; Amaral, L.. "Improving case retrieval performance through the use of clustering techniques". ICEIS 2008 - Proceedings of the 10th International Conference on Enterprise Information Systems AIDSS (2008): 450-454. http://www.scopus.com/inward/record.url?eid=2-s2.0-55349101639&partnerID=MN8TOARS.
  37. Tavares, J.; Pereira, F.B.; Costa, E.. "Multidimensional Knapsack Problem: A Fitness Landscape Analysis". IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 38 3 (2008): 604-616. http://www.scopus.com/inward/record.url?eid=2-s2.0-48849114751&partnerID=MN8TOARS.
    10.1109/TSMCB.2007.915539
  38. Tavares, J.; Pereira, F.B.; Costa, E.. "Golomb rulers: A fitness landscape analysis". 2008 IEEE Congress on Evolutionary Computation, CEC 2008 (2008): 3695-3701. http://www.scopus.com/inward/record.url?eid=2-s2.0-55849105620&partnerID=MN8TOARS.
    10.1109/CEC.2008.4631298
  39. Tomé, P.; Costa, E.; Amaral, L.. "Improving data modelling Through the use of Case-Based-Reasoning". CEUR Workshop Proceedings 365 (2007): 52-60. http://www.scopus.com/inward/record.url?eid=2-s2.0-84885223728&partnerID=MN8TOARS.
  40. Simões, A.; Costa, E.. "Improving memory's usage in evolutionary algorithms for changing environments". 2007 IEEE Congress on Evolutionary Computation, CEC 2007 (2007): 276-283. http://www.scopus.com/inward/record.url?eid=2-s2.0-79955316751&partnerID=MN8TOARS.
    10.1109/CEC.2007.4424482
  41. Menezes, T.; Costa, E.. "Designing for surprise". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4648 LNAI (2007): 1079-1088. http://www.scopus.com/inward/record.url?eid=2-s2.0-38049051890&partnerID=MN8TOARS.
  42. Menezes, T.L.T.; Baptista, T.R.; Costa, E.J.F.. "Towards generation of complex game worlds". Proceedings of the 2006 IEEE Symposium on Computational Intelligence and Games, CIG'06 (2007): 224-229. http://www.scopus.com/inward/record.url?eid=2-s2.0-45149126335&partnerID=MN8TOARS.
    10.1109/CIG.2006.311705
  43. Menezes, T.; Costa, E.. "The gridbrain: An heterogeneous network for open evolution in 3D environments". Proceedings of the 2007 IEEE Symposium on Artificial Life, CI-ALife 2007 (2007): 155-162. http://www.scopus.com/inward/record.url?eid=2-s2.0-34548793393&partnerID=MN8TOARS.
    10.1109/ALIFE.2007.367791
  44. Tomé, P.; Costa, E.; Amaral, L.. "Re-using experience in information systems development". ICSOFT 2007 - 2nd International Conference on Software and Data Technologies, Proceedings SE (2007): 357-362. http://www.scopus.com/inward/record.url?eid=2-s2.0-67650273150&partnerID=MN8TOARS.
  45. Simões, A.; Costa, E.. "Variable-size memory evolutionary algorithm to deal with dynamic environments". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4448 LNCS (2007): 617-626. http://www.scopus.com/inward/record.url?eid=2-s2.0-34548077354&partnerID=MN8TOARS.
  46. Simões, A.; Costa, E.. "VMEA: Studies on replacing strategies and diversity in dynamic environments". Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference (2007): http://www.scopus.com/inward/record.url?eid=2-s2.0-34548079001&partnerID=MN8TOARS.
    10.1145/1276958.1277259
  47. Leitão, T.; Pereira, F.B.; Tavares, J.; Costa, E.. "Niching techniques: A study on the cluster geometry optimization problem". Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference (2007): http://www.scopus.com/inward/record.url?eid=2-s2.0-34548070515&partnerID=MN8TOARS.
    10.1145/1276958.1277253
  48. Tavares, J.; Pereira, F.B.; Costa, E.. "The role of representation on the multidimensional Knapsack problem by means of fitness landscape analysis". 2006 IEEE Congress on Evolutionary Computation, CEC 2006 (2006): 2307-2314. http://www.scopus.com/inward/record.url?eid=2-s2.0-34547240059&partnerID=MN8TOARS.
  49. Rothlauf, F.; Costa, E.; Lutton, E.; Romero, J.; Takagi, H.; Branke, J.; Cotta, C.; et al. "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3907 LNCS (2006): http://www.scopus.com/inward/record.url?eid=2-s2.0-33745785021&partnerID=MN8TOARS.
  50. Brabazon, A.; Silva, A.; De Sousa, T.F.; O'Neill, M.; Matthews, R.; Costa, E.. "Agent-based modelling of product invention". GECCO 2005 - Genetic and Evolutionary Computation Conference (2005): 129-136. http://www.scopus.com/inward/record.url?eid=2-s2.0-32444449981&partnerID=MN8TOARS.
    10.1145/1068009.1068027
  51. Silva, S.; Costa, E.. "Resource-limited genetic programming: The dynamic approach". GECCO 2005 - Genetic and Evolutionary Computation Conference (2005): 1673-1680. http://www.scopus.com/inward/record.url?eid=2-s2.0-32444439235&partnerID=MN8TOARS.
    10.1145/1068009.1068290
  52. Correia, L.; Costa, E.. "Lecture Notes in Artificial Intelligence: Introduction". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3808 LNCS (2005): http://www.scopus.com/inward/record.url?eid=2-s2.0-33744789662&partnerID=MN8TOARS.
    10.1007/11595014_14
  53. Silva, S.; Costa, E.. "Comparing tree depth limits and resource-limited GP". 2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings 1 (2005): 920-927. http://www.scopus.com/inward/record.url?eid=2-s2.0-27144434015&partnerID=MN8TOARS.
  54. Brabazon, A.; Silva, A.; Ferra De Sousa, T.; O'Neill, M.; Matthews, R.; Costa, E.. "Organizational strategic adaptation in the presence of inertia". Advances in Complex Systems 8 4 (2005): 497-519. http://www.scopus.com/inward/record.url?eid=2-s2.0-30344473893&partnerID=MN8TOARS.
    10.1142/S0219525905000543
  55. Brabazon, A.; Silva, A.; Ferra De Sousa, T.; O'Neill, M.; Matthews, R.; Costa, E.. "Investigating Strategic Inertia Using OrgSwarm". Informatica (Ljubljana) 29 2 (2005): 125-141. http://www.scopus.com/inward/record.url?eid=2-s2.0-24744462766&partnerID=MN8TOARS.
  56. Brabazon, A.; De Sousa, T.F.; Silva, A.; O'Neill, M.; Costa, E.. "A memetic model of product invention". 2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings 2 (2005): 1053-1060. http://www.scopus.com/inward/record.url?eid=2-s2.0-27144502650&partnerID=MN8TOARS.
  57. Brabazon, A.; Silva, A.; Ferra De Sousa, T.; O'Neill, M.; Matthews, R.; Costa, E.. "OrgSwarm - A particle swarm model of organizational adaptation". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3316 (2004): 1110-1116. http://www.scopus.com/inward/record.url?eid=2-s2.0-35048900624&partnerID=MN8TOARS.
  58. Tavares, J.; Pereira, F.B.; Costa, E.. "Evolving Golomb rulers". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3103 (2004): 416-417. http://www.scopus.com/inward/record.url?eid=2-s2.0-35048891446&partnerID=MN8TOARS.
  59. Brabazon, A.; Silva, A.; De Sousa, T.F.; O'Neill, M.; Matthews, R.; Costa, E.. "A particle swarm model of organizational adaptation". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3102 (2004): 12-23. http://www.scopus.com/inward/record.url?eid=2-s2.0-24744439307&partnerID=MN8TOARS.
  60. Tavares, J.; Machado, P.; Cardoso, A.; Pereira, F.B.; Costa, E.. "On the evolution of evolutionary algorithms". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3003 (2004): 389-398. http://www.scopus.com/inward/record.url?eid=2-s2.0-32444440127&partnerID=MN8TOARS.
  61. Brabazon, A.; Silva, A.; De Sousa, T.F.; O'Neill, M.; Matthews, R.; Costa, E.. "Investigating organizational strategic inertia using a particle swarm model". Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004 1 (2004): 652-659. http://www.scopus.com/inward/record.url?eid=2-s2.0-4344658190&partnerID=MN8TOARS.
  62. Silva, S.; Costa, E.. "Dynamic limits for bloat control: Variations on size and depth". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3103 (2004): 666-677. http://www.scopus.com/inward/record.url?eid=2-s2.0-35048842196&partnerID=MN8TOARS.
  63. Tavares, J.; Pereira, F.B.; Costa, E.. "Understanding the role of insertion and correction in the evolution of Golomb rulers". Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004 1 (2004): 69-76. http://www.scopus.com/inward/record.url?eid=2-s2.0-4344635426&partnerID=MN8TOARS.
  64. Pereira, F.B.; Tavares, J.; Costa, E.. "Golomb rulers: The advantage of evolution". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2902 (2003): 29-42. http://www.scopus.com/inward/record.url?eid=2-s2.0-0346955757&partnerID=MN8TOARS.
  65. Tavares, J.; Machado, P.; Pereira, F.B.; Costa, E.. "On the influence of GVR in vehicle routing". Proceedings of the ACM Symposium on Applied Computing (2003): 753-758. http://www.scopus.com/inward/record.url?eid=2-s2.0-0038675286&partnerID=MN8TOARS.
  66. Silva, A.; Neves, A.; Costa, E.. "SAPPO: A Simple, Adaptable, Predator Prey Optimiser". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2902 (2003): 59-73. http://www.scopus.com/inward/record.url?eid=2-s2.0-0347586871&partnerID=MN8TOARS.
  67. Coutinho, Fernanda; Barreiros, Jorge; Fonseca, Jose A.; Costa, Ernesto. "Jitter minimization with genetic algorithms". IEEE International Workshop on Factory Communication Systems, WPCS, Proceedings, (2000): 267-273. http://www.scopus.com/inward/record.url?eid=2-s2.0-0034479378&partnerID=MN8TOARS.
  68. Pereira, Francisco B.; Costa, Ernesto. "How adaptive agents learn to deal with incomplete queries in distributed information environments". Proceedings of the IEEE Conference on Evolutionary Computation, ICEC 2 (2000): 1329-1336. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033667097&partnerID=MN8TOARS.
  69. Pereira, Francisco B.; Machado, Penousal; Costa, Ernesto; Cardoso, Amilcar; Ochoa-Rodriguez, Alberto; Santana, Roberto; Soto, Marta. "Too busy to learn". Proceedings of the IEEE Conference on Evolutionary Computation, ICEC 1 (2000): 720-727. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033676677&partnerID=MN8TOARS.
  70. Barreiros, Jorge; Costa, Ernesto; Fonseca, Jose; Coutinho, Fernanda. "Jitter reduction in a real-time message transmission system using Genetic Algorithms". Proceedings of the IEEE Conference on Evolutionary Computation, ICEC 2 (2000): 1095-1101. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033671508&partnerID=MN8TOARS.
  71. Simoes, Anabela; Costa, Ernesto. "Using genetic algorithms with sexual or asexual transposition: A comparative study". Proceedings of the IEEE Conference on Evolutionary Computation, ICEC 2 (2000): 1196-1203. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033670648&partnerID=MN8TOARS.
  72. Nedellec, Claire; Correia, Joaquim; Ferreira, Jose Luis; Costa, Ernesto. "Machine learning goes to the bank". Applied Artificial Intelligence 8 4 (1994): 593-615. http://www.scopus.com/inward/record.url?eid=2-s2.0-0028530245&partnerID=MN8TOARS.
  73. Ribeiro, B.; Dourado, A.; Costa, E.. "Neural network based control of a simulated industrial lime kiln". Proceedings of the International Joint Conference on Neural Networks 2 (1993): 2037-2040. http://www.scopus.com/inward/record.url?eid=2-s2.0-0027846965&partnerID=MN8TOARS.
  74. Cardoso, Amilcar; Costa, Ernesto. "Consistency checking along time". Applied Artificial Intelligence 6 2 (1992): 207-247. http://www.scopus.com/inward/record.url?eid=2-s2.0-0026845125&partnerID=MN8TOARS.
  75. Viccari, Rosa; Coelho, Helder; Costa, Ernesto. "Pragmatic attachment devices for conversations with tutors". Applied Artificial Intelligence 2 3-4 (1988): 277-284. http://www.scopus.com/inward/record.url?eid=2-s2.0-0024019202&partnerID=MN8TOARS.
  76. Duchenoy, Sylvie; Costa, Ernesto; Kodratoff, Yves. "METHOD FOR THE DISCOVERY AND EXPLANATION OF STUDENT'S MISCONCEPTIONS IN AN INTELLIGENT TUTORING SYSTEM.". Modelling, Measurement and Control C 9 4 (1987): 43-54. http://www.scopus.com/inward/record.url?eid=2-s2.0-0023591588&partnerID=MN8TOARS.
  77. Costa, Ernesto; Kodratoff, Yves. "USING EQUATIONS WITHOUT TEARS.". (1984): 613-616. http://www.scopus.com/inward/record.url?eid=2-s2.0-0021556487&partnerID=MN8TOARS.
  78. Costa, Ernesto J.F.. "AUTOMATIC PROGRAM TRANSFORMATION VIEWED AS THEOREM PROVING.". Lecture Notes in Computer Science (1982): 37-46. http://www.scopus.com/inward/record.url?eid=2-s2.0-0020279082&partnerID=MN8TOARS.
  79. Costa, Ernesto J.F.. "WEAKLY COMMUTING TERM REWRITING SYSTEMS: APPLICATION TO AUTOMATIC RECURSION REMOVAL.". (1982): 87-90. http://www.scopus.com/inward/record.url?eid=2-s2.0-0020275452&partnerID=MN8TOARS.
Capítulo de livro
  1. Macedo, João; Marques, Lino; Costa, Ernesto. "Locating Odour Sources with Geometric Syntactic Genetic Programming". In Applications of Evolutionary Computation, 212-227. Springer International Publishing, 2020.
    10.1007/978-3-030-43722-0_14
  2. Campos, João R.; Costa, Ernesto; Vieira, Marco. "On Configuring a Testbed for Dependability Experiments: Guidelines and Fault Injection Case Study". In Computer Safety, Reliability, and Security, 419-433. Springer International Publishing, 2020.
    10.1007/978-3-030-54549-9_28
  3. João Macedo; Carlos M. Fonseca; Ernesto Costa. "Geometric Crossover in Syntactic Space". 237-252. Springer International Publishing, 2018.
    10.1007/978-3-319-77553-1_15
  4. Lourenço, Nuno; Assunção, Filipe; Pereira, Francisco B.; Costa, Ernesto; Machado, Penousal. "Structured Grammatical Evolution: A Dynamic Approach". In Handbook of Grammatical Evolution, 137-161. Springer International Publishing, 2018.
    10.1007/978-3-319-78717-6_6
  5. Martins, Tiago; Correia, João; Costa, Ernesto; Machado, Penousal. "Evotype: Towards the Evolution of Type Stencils". In Computational Intelligence in Music, Sound, Art and Design, 299-314. Springer International Publishing, 2018.
    10.1007/978-3-319-77583-8_20
  6. Lourenço, Nuno; Ferrer, Joaquim; Pereira, Francisco B.; Costa, Ernesto. "A Comparative Study of Different Grammar-Based Genetic Programming Approaches". In Lecture Notes in Computer Science, 311-325. Springer International Publishing, 2017.
    10.1007/978-3-319-55696-3_20
  7. Lourenço, Nuno; Pereira, Francisco B.; Costa, Ernesto. "An Evolutionary Approach to the Full Optimization of the Traveling Thief Problem". In Evolutionary Computation in Combinatorial Optimization, 34-45. Springer International Publishing, 2016.
    10.1007/978-3-319-30698-8_3
  8. Macedo, João; Costa, Ernesto; Marques, Lino. "Genetic Programming Algorithms for Dynamic Environments". In Applications of Evolutionary Computation, 280-295. Springer International Publishing, 2016.
    10.1007/978-3-319-31153-1_19
  9. Rodrigues, Ana; Costa, Ernesto; Cardoso, Amílcar; Machado, Penousal; Cruz, Tiago. "Evolving L-Systems with Musical Notes". In Evolutionary and Biologically Inspired Music, Sound, Art and Design, 186-201. Springer International Publishing, 2016.
    10.1007/978-3-319-31008-4_13
  10. Lourenço, Nuno; Pereira, Francisco B.; Costa, Ernesto. "SGE: A Structured Representation for Grammatical Evolution". In Lecture Notes in Computer Science, 136-148. Springer International Publishing, 2016.
    10.1007/978-3-319-31471-6_11
  11. Lourenço, Nuno; Pereira, Francisco B.; Costa, Ernesto. "The Optimization Ability of Evolved Strategies". In Progress in Artificial Intelligence, 226-237. Springer International Publishing, 2015.
    10.1007/978-3-319-23485-4_23
  12. Martins, Tiago; Correia, João; Costa, Ernesto; Machado, Penousal. "Evotype: Evolutionary Type Design". In Evolutionary and Biologically Inspired Music, Sound, Art and Design, 136-147. Springer International Publishing, 2015.
    10.1007/978-3-319-16498-4_13
  13. Melo, Leonor; Pereira, Francisco; Costa, Ernesto. "Effective Multi-caste Ant Colony System for Large Dynamic Traveling Salesperson Problems". In Lecture Notes in Computer Science, 67-78. Springer International Publishing, 2014.
    10.1007/978-3-319-11683-9_6
  14. Baptista, Tiago; Costa, Ernesto. "Automatic Step Evolution". In Advances in Artificial Intelligence -- IBERAMIA 2014, 393-404. Springer International Publishing, 2014.
    10.1007/978-3-319-12027-0_32
  15. Lourenço, Nuno; Pereira, Francisco; Costa, Ernesto. "Learning Selection Strategies for Evolutionary Algorithms". In Lecture Notes in Computer Science, 197-208. Springer International Publishing, 2014.
    10.1007/978-3-319-11683-9_16
  16. Melo, Leonor; Pereira, Francisco; Costa, Ernesto. "Multi-caste Ant Colony Algorithm for the Dynamic Traveling Salesperson Problem". In Adaptive and Natural Computing Algorithms, 179-188. Springer Berlin Heidelberg, 2013.
    10.1007/978-3-642-37213-1_19
Tese / Dissertação
  1. Campos, João Rodrigues de. "Prediction of Mitochondrial Toxicity Indexes for Pharmacological Compounds". Mestrado, 2017. http://hdl.handle.net/10316/83144.
  2. Lourenço, Nuno António Marques. "Enhancing Grammar-Based Approaches for the Automatic Design of Algorithms". Doutoramento, 2016. http://hdl.handle.net/10316/29450.
  3. Lopes, Rui Miguel Lourenço. "A Computational Model Inspired by Gene Regulatory Networks". Doutoramento, 2015. http://hdl.handle.net/10316/25599.
  4. Macedo, João Pedro Gonçalves Teixeira de. "Aprendizagem Automática por Programação Genética". Mestrado, 2015. http://hdl.handle.net/10316/35589.
  5. Morais, Ulisses Lacerda de. "New-issues markets as behavioural barriers to entry : an agent-based model of choices and market structure". Mestrado, 2015. http://hdl.handle.net/10316/29116.
  6. Baptista, Tiago Rodrigues. "Complexity and emergence in societies of agents". Doutoramento, 2012. http://hdl.handle.net/10316/24794.
  7. Tomé, Paulo Rogério P.. "Modelo de desenvolvimento de arquitecturas de sistemas de informação". Doutoramento, 2004. http://hdl.handle.net/1822/2834.
  8. Pereira, Francisco José Baptista. "Estudo das interacções entre evolução e aprendizagem em ambientes de computação evolucionária". Doutoramento, 2002. http://hdl.handle.net/10316/1744.
  9. Simões, Anabela Borges. "Transposição : estudo de um novo operador genético inspirado biologicamente". Mestrado, 1999. http://hdl.handle.net/10316/13900.
  10. Ferreira, José Luís da Silva. "Contribuição para a aprendizagem por instrução em sistemas de planeamento". Doutoramento, 1999. http://hdl.handle.net/10316/1754.
  11. Costa, Ernesto Jorge Fernandes. "Estudo e implementação de um sistema automático de transformação de programas recursivos". Doutoramento, 1985. http://hdl.handle.net/10316/2073.
Distinções

Outra distinção

2018 Best Paper Award
2009 Best Paper Award
2009 2009 EvoStar Award for Outstanding Contributions to the Field of Evolutionary Computation,
2001 Best Paper Award
1999 Best Paper Award
1994 Best Paper Award