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Luís M.P. Correia is professor at the Department of Informatics of Faculdade de Ciências of Universidade de Lisboa, Portugal. He obtained an Electrical Engineering degree from Instituto Superior Técnico of Universidade Técnica de Lisboa (1982), a PhD in Informatics from Universidade Nova de Lisboa (1995), and habilitation from Universidade de Lisboa (2009). He lead the Laboratory of Agent Modelling, LabMAg (2004-2014), the Informatics Department (2012-2015), and the MAS group of BioISI (2015-2020). Currently he is a researcher at LASIGE, ULisboa. His research interests are artificial life, self-organisation, multi-agent systems, autonomous robots and data mining. He has participated in several international projects and serves as evaluator of EU, ANR (France) and other international projects, as well as in several journals and international conferences. Besides lecturing in the three cycles of informatics he has also appointments in the cognitive science and in the complexity sciences post-graduations.
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Identificação

Identificação pessoal

Nome completo
Luís Miguel Parreira e Correia

Nomes de citação

  • Correia, Luís

Identificadores de autor

Ciência ID
CC18-5389-6CBA
ORCID iD
0000-0003-2439-1168
Google Scholar ID
2IbMjzgAAAAJ

Telefones

Telefone
  • 217500124 (Profissional)

Moradas

  • DI-FCUL, Campo Grande, 1750-006, Lisboa, Lisboa, Portugal (Profissional)

Websites

  • http://www.di.fc.ul.pt/~lcorreia/ (Académico)

Domínios de atuação

  • Ciências da Engenharia e Tecnologias - Engenharia Eletrotécnica, Eletrónica e Informática
  • Ciências da Engenharia e Tecnologias - Engenharia Eletrotécnica, Eletrónica e Informática - Robótica

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Português (Idioma materno)
Inglês Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2)
Espanhol; Castelhano Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador independente (B2) Utilizador proficiente (C2) Utilizador proficiente (C1)
Francês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador independente (B2) Utilizador proficiente (C1) Utilizador proficiente (C1)
Formação
Grau Classificação
2009/06/05
Concluído
 Informática (Título de Agregado)
Universidade de Lisboa Faculdade de Ciências, Portugal
1995/05/04
Concluído
 Informática (Doutoramento)
Universidade Nova de Lisboa, Portugal
"Veículos Autónomos Baseados em Comportamentos - um modelo de controlo de decisão" (TESE/DISSERTAÇÃO)
 Muito bom com distinção e louvor
1977/12/29 - 1982/09/30
Concluído
 Engenharia Electrotécnica (pré-Bolonha) (Mestrado integrado)
Especialização em Correntes fracas
Universidade Técnica de Lisboa Instituto Superior Técnico, Portugal
 15
Percurso profissional

Docência no Ensino Superior

2020/10/08 - Atual Professor Catedrático (Docente Universitário)
Universidade de Lisboa Faculdade de Ciências, Portugal
2003/07/15 - 2020/10/07 Professor Associado (Docente Universitário)
Universidade de Lisboa, Portugal

Cargos e Funções

2016 - 2018 Conselho científico/técnico-científico ou orgão correspondente
Universidade de Lisboa, Portugal
2013 - 2016 Conselho científico/técnico-científico ou orgão correspondente
Universidade de Lisboa Faculdade de Ciências, Portugal
2004/09/01 - 2012/08/31 Coordenação ou direção de centro de investigação, departamento ou equivalente
Universidade de Lisboa Faculdade de Ciências, Portugal
Projetos

Bolsa

Designação Financiadores
2015 - 2017/12/31 BIHC - Bio-inspired models of human crowds
655226, MSCA-IF-2014-GF
Investigador responsável
Universidade de Lisboa Instituto de Biossistemas e Ciências Integrativas, Portugal
 EU Framework Programme for Research and Innovation Marie Sklodowska-Curie Actions

Projeto

Designação Financiadores
2019 - 2022/01/01 Modelação do fluxo de estudantes no sistema de ensino Português (ModEst)
DSAIPA/DS/0039/2018
Investigador responsável
Universidade de Lisboa Instituto de Biossistemas e Ciências Integrativas, Portugal
 Fundação para a Ciência e a Tecnologia
2018 - 2021/09/30 Visual word recognition and Orthographic processing: Experiments and contributions from cognitive psychology, neurosciences, and computational modeling (VOrtEx)
LISBOA-01-0145-FEDER-028184
Investigador
Universidade de Lisboa Instituto de Biossistemas e Ciências Integrativas, Portugal
 Fundação para a Ciência e a Tecnologia
2013 - 2018/07/31 Animal and robot Societies Self-organise and Integrate by Social Interaction (ASSISIbf)
601074, FP7-ICT-2011-9
Investigador
Universidade de Lisboa Instituto de Biossistemas e Ciências Integrativas, Portugal
 European Union
Produções

Publicações

Artigo em conferência
  1. Correia, L.; Silva, S.; Garcia, A.C.B.. "Detecting influence in wisdom of the crowds". 2018.
  2. Garcia, A.C.B.; Silva, W.; Correia, L.. "The PredNews forecasting model". 2018.
    10.1145/3209281.3209295
  3. Pintas, J.T.; Correia, L.; Bicharra Garcia, A.C.. "Crowd-based Feature Selection for Document Retrieval in Highly Demanding Decision-making Scenarios". 2017.
    10.1016/j.procs.2017.08.074
  4. Tallon-Ballesteros, A.J.; Correia, L.. "Medium and high-dimensionality attribute selection in Bayes-type classifiers". 2017.
    10.1109/IWOBI.2017.7985539
  5. Tallón-Ballesteros, A.J.; Rodriguez-Romero, M.; Correia, L.. "Neural networks based on radial basis function in high dimension domains". 2017.
  6. Silva, F.; Correia, L.; Christensen, A.L.. "Online Hyper-evolution of Controllers in Multirobot Systems". 2016.
    10.1109/SASO.2016.7
  7. Mills, Rob; Correia, Luís; Mills, R.; Correia, L.. "The influence of topology in coordinating collective decision-making in bio-hybrid societies". 2015.
    10.1007/978-3-319-23485-4_25
  8. Silva, Fernando; Correia, Luís; Christensen, Anders Lyhne. "R-HybrID: Evolution of agent controllers with a hybridisation of indirect and direct encodings". 2015.
  9. Manso, Antonio M. R.; Correia, Lu is M. P.. "Parasite Diversity in Symbiogenetic Multiset Genetic Algorithm: Optimization of Large Binary Problems". 2015.
  10. Mariano, Pedro; Mills, Rob; Correia, Luís; Mikli\'c, Damjan; Bogdan, Stjepan. "ASSISI PLAYGROUND: A SIMULATION TOOL FOR COLLECTIVE BIO-HYBRID SYSTEM RESEARCH". 2015.
  11. Mills, Rob; Zahadat, Payam; Silva, Fernando; Mlikic, Damjan; Mariano, Pedro; Schmickl, Thomas; Correia, Luís. "Coordination of collective behaviours in spatially separated agents". 2015.
  12. Silva, Fernando; Correia, Luís; Christensen, Anders Lyhne. "A Case Study on the Scalability of Online Evolution of Robotic Controllers". 2015.
  13. Silva, F.; Christensen, A.L.; Correia, L.. "Engineering online evolution of robot behavioui (doctoral consortium)". 2015.
  14. Mariano, P.; Mills, R.; Correia, L.; Miklic, D.; Bogdan, S.. "Assisi playground: A simulation tool for collective bio-hybrid system research". 2015.
  15. Silva, F.; Correia, L.; Christensen, A.L.. "R-hybrid: Evolution of agent controllers with a hybridisation of indirect and direct encodings". 2015.
  16. Manso, A.; Correia, L.. "Parasite diversity in symbiogenetic multiset genetic algorithm - Optimization of large binary problems". 2015.
    10.1145/2739480.2754780
  17. Silva, Fernando; Duarte, Miguel; Oliveira, Sancho Moura; Correia, Luís; Christensen, Anders Lyhne. "The Case for Engineering the Evolution of Robot Controllers". Trabalho apresentado em ALife 2014, 2014.
    Publicado
  18. Mariano, P.; Nunes, D.; Correia, L.. "A comparison of public and private partner selection models in the Battle of Sexes game". 2014.
    10.1109/ICoCS.2014.7060989
  19. Mariano, Pedro; Correia, Luís. "Population Dynamics of Centipede Game using an Energy Based Evolutionary Algorithm". 2013.
    10.7551/978-0-262-31709-2-ch168
  20. Grilo, Carlos; Correia, Luís. "Network regularity and the influence of asycnhronism on the evolution of cooperation". 2011.
    10.1007/978-3-642-24769-9_13
  21. Manso, António Manuel Rodrigues; Correia, Luís Miguel Parreira. "A multiset genetic algorithm for real coded problems". 2011.
    10.1145/2001858.2001944
  22. Grilo, Carlos; Correia, Luís. "Update dynamics, strategy exchanges and the evolution of cooperation in the snowdrift game". 2009.
    10.1007/978-3-642-21314-4_40
  23. Mariano, Pedro; Correia, Luís; Grilo, Carlos. "How to build the network of contacts : selecting the cooperative partners". 2009.
  24. Grilo, Carlos; Correia, Luís. "Instability in spatial evolutionary games". 2009.
    10.1007/978-3-642-04686-5_4
  25. Mariano, Pedro; Correia, Luís; Grilo, Carlos. "Selection of cooperative partners in n-player games". 2009.
    10.1007/978-3-642-21283-3_60
  26. Grilo, Carlos Fernando Almeida; Correia, Luís. "The influence of asynchronous dynamics in the spatial prisioner's dilemma game". 2008.
  27. Grilo, Carlos Fernando Almeida; Correia, Luís. "What makes spatial prisioner's dilemma game sensitive to asynchronism?". 2008.
  28. Grilo, Carlos Fernando Almeida; Correia, Luís. "Asynchronous stochastic dynamics and the spatial prisioner's dilemma game". 2007.
  29. Mariano, P.; Marques, M.; Correia, L.; Ribeiro, R.; Abramov, V.; Goosenaerts, J.; Chli, M.; De Wilde, P.. "A model for agent mobility and interaction". 2003.
    10.1109/ETFA.2003.1248685
  30. Simões-Marques, M.; Mariano, P.; Ribeiro, R.; Correia, L.; Chli, M.; De Wilde, P.; Abramov, V.; Goosenaerts, J.. "Contributions to adaptable agent societies". 2003.
    10.1109/ETFA.2003.1248721
  31. Monteiro, P.; Correia, L.. "Traffic management: A multi-agent system approach". 1999.
  32. Correia, L.; Steiger-Garçâo, A.. "A model of hierarchical behavior control for an autonomous vehicle". 1994.
    10.1109/FPA.1994.636131
Artigo em revista
  1. Cardoso, Pedro; Branco, Vasco V.; Borges, Paulo A. V.; Carvalho, José C.; Rigal, François; Gabriel, Rosalina; Mammola, Stefano; Cascalho, José; Correia, Luís. "Automated Discovery of Relationships, Models, and Principles in Ecology". Frontiers in Ecology and Evolution 8 (2020): http://dx.doi.org/10.3389/fevo.2020.530135.
    10.3389/fevo.2020.530135
  2. Vasco Amaral; Beatriz Norberto; Miguel Goulão; Marco Aldinucci; Siegfried Benkner; Andrea Bracciali; Paulo Carreira; et al. "Programming Languages for Data-Intensive HPC Applications: a Systematic Mapping Study". Parallel Computing (2019): https://doi.org/10.1016/j.parco.2019.102584.
    10.1016/j.parco.2019.102584
  3. Frank Bonnet; Rob Mills; Martina Szopek; Sarah Schönwetter-Fuchs; José Halloy; Stjepan Bogdan; Luís Correia; Francesco Mondada; Thomas Schmickl. "Robots mediating interactions between animals for interspecies collective behaviors". Science Robotics (2019): https://doi.org/10.1126/scirobotics.aau7897.
    10.1126/scirobotics.aau7897
  4. Sousa, D.N.; Correia, L.; Garcia-Marques, L.. "The importance of memory for the success of cooperation under ecological adversity". Adaptive Behavior (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85073772153&partnerID=MN8TOARS.
    10.1177/1059712319872518
  5. Luís Cavique; Armando B. Mendes; Hugo F.M.C. Martiniano; Luís Correia. "A biobjective feature selection algorithm for large omics datasets". Expert Systems (2018): e12301-e12301. https://doi.org/10.1111/exsy.12301.
    10.1111/exsy.12301
  6. Luís Correia; Ana M. Sebastião; Pedro Santana. "On the role of stigmergy in cognition". Progress in Artificial Intelligence 6 1 (2017): 79-86. https://doi.org/10.1007/s13748-016-0107-z.
    10.1007/s13748-016-0107-z
  7. Silva, F.; Correia, L.; Christensen, A.L.. "Hyper-learning algorithms for online evolution of robot controllers". ACM Transactions on Autonomous and Adaptive Systems 12 3 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85030238046&partnerID=MN8TOARS.
    10.1145/3092815
  8. Silva, F.; Correia, L.; Christensen, A.L.. "Evolutionary online behaviour learning and adaptation in real robots". Royal Society Open Science 4 7 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85026460825&partnerID=MN8TOARS.
    10.1098/rsos.160938
  9. Silva, F.; Duarte, M.; Correia, L.; Oliveira, S.M.; Christensen, A.L.. "Open issues in evolutionary robotics". Evolutionary Computation 24 2 (2016): 205-236. http://www.scopus.com/inward/record.url?eid=2-s2.0-84974824203&partnerID=MN8TOARS.
    10.1162/EVCO_a_00172
  10. Mariano, Pedro; Correia, Luís; Mariano, P.; Correia, L.. "The Give and Take Game -- Analysis of a Resource Sharing Game". International Journal of Applied Mathematics \& Computer Science 25 4 (2015): 753-767. http://www.scopus.com/inward/record.url?eid=2-s2.0-84954239691&partnerID=MN8TOARS.
    10.1515/amcs-2015-0054
  11. Silva, Fernando; Urbano, Paulo; Correia, Luís; Christensen, Anders Lyhne. "odNEAT: An Algorithm for Decentralised Online Evolution of Robotic Controllers". Evolutionary Computation 23 3 (2015): 421-449.
  12. Silva, F.; Urbano, P.; Correia, L.; Christensen, A.L.. "OdNEAT: An algorithm for decentralised online evolution of robotic controllers". Evolutionary Computation 23 3 (2015): 421-449. http://www.scopus.com/inward/record.url?eid=2-s2.0-84941920538&partnerID=MN8TOARS.
    10.1162/EVCO_a_00141
  13. Correia, Luís; Carvalho, André; Sara Silva. "Bio-Inspired Computation [Special Issue]". International Journal of Natural Computing Research 4 2 (2014):
  14. Mariano, Pedro; Correia, Luís. "Partner Selection Using Reputation Information in $n$-player Cooperative Games". Journal of Telecommunications and Information Technology (JTIT) 4 (2014): 53-60.
  15. Santos, Ana Teresa; Marques, J. Frederico; Correia, Luís; Santos, A.T.; Marques, J.F.; Correia, L.. "A Computational Model of Semantic Memory Categorization: Identification of a Concept’s Semantic Level from Feature Sharedness". Cognitive Computation 6 2 (2014): 175-181. http://www.scopus.com/inward/record.url?eid=2-s2.0-84901011404&partnerID=MN8TOARS.
    10.1007/s12559-013-9232-1
  16. Mariano, P.; Correia, L.. "Partner selection using reputation information in n-player cooperative games". Journal of Telecommunications and Information Technology 2014 4 (2014): 53-60. http://www.scopus.com/inward/record.url?eid=2-s2.0-84920374206&partnerID=MN8TOARS.
  17. Schmickl, T.; Bogdan, S.; Correia, L.; Kernbach, S.; Mondada, F.; Bodi, M.; Gribovskiy, A.; et al. "ASSISI: Mixing animals with robots in a hybrid society". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 8064 LNAI (2013): 441-443. http://www.scopus.com/inward/record.url?eid=2-s2.0-84880749415&partnerID=MN8TOARS.
    10.1007/978-3-642-39802-5-60
  18. Correia, Luís. "An experimental study of noise and asynchrony in elementary cellular automata with sampling compensation". (2013):
    10.1007/s11047-013-9387-4
  19. Campos, F.M.; Correia, L.; Calado, J.M.F.. "Loop closure detection with a holistic image feature". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 8154 LNAI (2013): 247-258. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884729721&partnerID=MN8TOARS.
    10.1007/978-3-642-40669-0_22
  20. Manso, A.; Correia, L.. "A multiset genetic algorithm for the optimization of deceptive problems". GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference (2013): 813-820. http://www.scopus.com/inward/record.url?eid=2-s2.0-84883079547&partnerID=MN8TOARS.
    10.1145/2463372.2463471
  21. Santana, P.; Correia, L.; Mendonça, R.; Alves, N.; Barata, J.. "Tracking natural trails with swarm-based visual saliency". Journal of Field Robotics 30 1 (2013): 64-86. http://www.scopus.com/inward/record.url?eid=2-s2.0-84870864663&partnerID=MN8TOARS.
    10.1002/rob.21423
  22. Santana, P.; Mendonca, R.; Correia, L.; Barata, J.. "Neural-swarm visual saliency for path following". Applied Soft Computing Journal 13 6 (2013): 3021-3032. http://www.scopus.com/inward/record.url?eid=2-s2.0-84881617073&partnerID=MN8TOARS.
    10.1016/j.asoc.2012.07.011
  23. Silva, F.; Correia, L.; Christensen, A.L.. "Dynamics of neuronal models in online neuroevolution of robotic controllers". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 8154 LNAI (2013): 90-101. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884706961&partnerID=MN8TOARS.
    10.1007/978-3-642-40669-0_9
  24. Correia, L.; Reis, L.P.; Cascalho, J.. "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) 8154 LNAI (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84884717574&partnerID=MN8TOARS.
  25. Gliedes, M.; Santana, P.; Deusdado, P.; Mendonca, R.; Marques, F.; Henriques, N.; Lourenco, A.; et al. "ARES-III: A versatile multi-purpose all-terrain robot". IEEE Symposium on Emerging Technologies and Factory Automation, ETFA (2012): http://www.scopus.com/inward/record.url?eid=2-s2.0-84876387392&partnerID=MN8TOARS.
    10.1109/ETFA.2012.6489633
  26. Silva, F.; Correia, L.. "A study of stochastic noise and asynchronism in elementary cellular automata". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7495 LNCS (2012): 679-688. http://www.scopus.com/inward/record.url?eid=2-s2.0-84867507861&partnerID=MN8TOARS.
    10.1007/978-3-642-33350-7-70
  27. Santana, P.; Correia, L.; Guedeszy, M.; Baratay, J.. "Visual attention and swarm cognition towards fast and robust off-road robots". Proceedings - ISIE 2011: 2011 IEEE International Symposium on Industrial Electronics (2011): 2255-2260. http://www.scopus.com/inward/record.url?eid=2-s2.0-80052835761&partnerID=MN8TOARS.
    10.1109/ISIE.2011.5984512
  28. Campos, F.M.; Correia, L.; Calado, J.M.F.. "Mobile robot global localization with non-quantized SIFT features". IEEE 15th International Conference on Advanced Robotics: New Boundaries for Robotics, ICAR 2011 (2011): 582-587. http://www.scopus.com/inward/record.url?eid=2-s2.0-84255194285&partnerID=MN8TOARS.
    10.1109/ICAR.2011.6088564
  29. Santana, P.; Correia, L.. "Erratum to: A swarm cognition realization of attention, action selection, and spatial memory (Adaptive Behaviour, (2010), 18, 5(428-447))". Adaptive Behavior 19 4 (2011): http://www.scopus.com/inward/record.url?eid=2-s2.0-80051968491&partnerID=MN8TOARS.
    10.1177/1059712311404779
  30. Manso, A.M.R.; Correia, L.M.P.. "MuGA: Multiset genetic algorithm". Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication (2011): 791-794. http://www.scopus.com/inward/record.url?eid=2-s2.0-80051938478&partnerID=MN8TOARS.
    10.1145/2001858.2002093
  31. Santana, P.; Correia, L.. "Swarm cognition on off-road autonomous robots". Swarm Intelligence 5 1 (2011): 45-72. http://www.scopus.com/inward/record.url?eid=2-s2.0-78751567785&partnerID=MN8TOARS.
    10.1007/s11721-010-0051-7
  32. Santana, P.; Guedes, M.; Correia, L.; Barata, J.. "Stereo-based all-terrain obstacle detection using visual saliency". Journal of Field Robotics 28 2 (2011): 241-263. http://www.scopus.com/inward/record.url?eid=2-s2.0-79951471260&partnerID=MN8TOARS.
    10.1002/rob.20376
  33. Santana, P.; Alves, N.; Correia, L.; Barata, J.. "Swarm-based visual saliency for trail detection". IEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS 2010 - Conference Proceedings (2010): 759-765. http://www.scopus.com/inward/record.url?eid=2-s2.0-78651511615&partnerID=MN8TOARS.
    10.1109/IROS.2010.5652380
  34. Santana, P.; Santos, C.; Chaínho, D.; Correia, L.; Barata, J.. "Predicting affordances from gist". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6226 LNAI (2010): 325-334. http://www.scopus.com/inward/record.url?eid=2-s2.0-78249255828&partnerID=MN8TOARS.
    10.1007/978-3-642-15193-4_31
  35. Mariano, P.; Correia, L.. "Partner selection: Finding the right combination of players". Artificial Life XII: Proceedings of the 12th International Conference on the Synthesis and Simulation of Living Systems, ALIFE 2010 (2010): 852-859. http://www.scopus.com/inward/record.url?eid=2-s2.0-84874739216&partnerID=MN8TOARS.
  36. Correia, L.. "Computational evolution: Taking liberties". Theory in Biosciences 129 2-3 (2010): 183-191. http://www.scopus.com/inward/record.url?eid=2-s2.0-77956880475&partnerID=MN8TOARS.
    10.1007/s12064-010-0099-3
  37. Santana, P.; Alves, N.; Correia, L.; Barata, J.. "A saliency-based approach to boost trail detection". Proceedings - IEEE International Conference on Robotics and Automation (2010): 1426-1431. http://www.scopus.com/inward/record.url?eid=2-s2.0-77955777208&partnerID=MN8TOARS.
    10.1109/ROBOT.2010.5509929
  38. Santana, P.; Correia, L.. "A swarm cognition realization of attention, action selection, and spatial memory". Adaptive Behavior 18 5 (2010): 428-447. http://www.scopus.com/inward/record.url?eid=2-s2.0-78449296557&partnerID=MN8TOARS.
    10.1177/1059712310385875
  39. Campos, F.M.; Correia, L.; Calado, J.M.F.. "A probabilistic approach to appearance-based localization and mapping". Frontiers in Artificial Intelligence and Applications 215 (2010): 975-976. http://www.scopus.com/inward/record.url?eid=2-s2.0-77956026090&partnerID=MN8TOARS.
    10.3233/978-1-60750-606-5-975
  40. Santana, P.; Guedes, M.; Correia, L.; Barata, J.. "A saliency-based solution for robust off-road obstacle detection". Proceedings - IEEE International Conference on Robotics and Automation (2010): 3096-3101. http://www.scopus.com/inward/record.url?eid=2-s2.0-77955818591&partnerID=MN8TOARS.
    10.1109/ROBOT.2010.5509178
  41. Molina, J.M.; Garcia, J.; Garcia, A.C.B.; Melo, R.; Correia, L.. "Segmentation and classification of time-series: Real case studies". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5788 LNCS (2009): 743-750. http://www.scopus.com/inward/record.url?eid=2-s2.0-76249085664&partnerID=MN8TOARS.
    10.1007/978-3-642-04394-9_91
  42. Santana, P.; Guedes, M.; Correia, L.; Barata, J.. "Saliency-based obstacle detection and ground-plane estimation for off-road vehicles". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5815 LNCS (2009): 275-284. http://www.scopus.com/inward/record.url?eid=2-s2.0-71649097754&partnerID=MN8TOARS.
    10.1007/978-3-642-04667-4_28
  43. Grilo, C.; Correia, L.. "The influence of the update dynamics on the evolution of cooperation". International Journal of Computational Intelligence Systems 2 2 (2009): 104-114. http://www.scopus.com/inward/record.url?eid=2-s2.0-85024201781&partnerID=MN8TOARS.
    10.1080/18756891.2009.9727645
  44. Santana, P.; Santos, P.; Correia, L.; Barata, J.. "Cross-country obstacle detection: Space-variant resolution and outliers removal". 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS (2008): 1836-1841. http://www.scopus.com/inward/record.url?eid=2-s2.0-69549122608&partnerID=MN8TOARS.
    10.1109/IROS.2008.4651214
  45. Santos, V.; Santana, P.; Correia, L.; Barata, J.. "Teleoperation mechanisms in a multi-agent system". IEEE Symposium on Emerging Technologies and Factory Automation, ETFA (2008): 170-176. http://www.scopus.com/inward/record.url?eid=2-s2.0-56349168478&partnerID=MN8TOARS.
    10.1109/ETFA.2008.4638389
  46. Grilo, C.; Correia, L.. "What makes the spatial prisoner's dilemma game sensitive to asynchronism?". Artificial Life XI: Proceedings of the 11th International Conference on the Simulation and Synthesis of Living Systems, ALIFE 2008 (2008): 212-219. http://www.scopus.com/inward/record.url?eid=2-s2.0-67650469108&partnerID=MN8TOARS.
  47. Grilo, C.; Correia, L.. "The influence of asynchronous dynamics in the Spatial Prisoner's Dilemma game". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5040 LNAI (2008): 362-371. http://www.scopus.com/inward/record.url?eid=2-s2.0-54249087999&partnerID=MN8TOARS.
    10.1007/978-3-540-69134-1_36
  48. Santana, P.; Cândido, C.; Santos, P.; Almeida, L.; Correia, L.; Barata, J.. "The ares robot: Case study of an affordable service robot". Springer Tracts in Advanced Robotics 44 (2008): 33-42. http://www.scopus.com/inward/record.url?eid=2-s2.0-39449133945&partnerID=MN8TOARS.
    10.1007/978-3-540-78317-6_4
  49. Cândido, C.; Santana, P.; Correia, L.; Barata, J.. "Shared control of a pan-tilt camera on an all-terrain mobile robot". IEEE Symposium on Emerging Technologies and Factory Automation, ETFA (2008): 177-183. http://www.scopus.com/inward/record.url?eid=2-s2.0-56349167581&partnerID=MN8TOARS.
    10.1109/ETFA.2008.4638390
  50. Santana, P.; Correia, L.; Salgueiro, M.; Santos, V.; Barata, J.. "A knowledge-based component for human-robot teamwork". ICINCO 2008 - Proceedings of the 5th International Conference on Informatics in Control, Automation and Robotics 1 RA (2008): 228-233. http://www.scopus.com/inward/record.url?eid=2-s2.0-55849086912&partnerID=MN8TOARS.
  51. Santana, P.F.; Barata, J.; Correia, L.. "GPR signal processing with geography sustainable robots for humanitarian demining". International Journal of Advanced Robotic Systems 4 2 (2007): 207-218. http://www.scopus.com/inward/record.url?eid=2-s2.0-34249848203&partnerID=MN8TOARS.
  52. Raminhos, R.; Falcão, A.; Correia, L.. "CESADS - Centralised ESTRACK status and diagnostic system". 2006 World Automation Congress, WAC'06 (2007): http://www.scopus.com/inward/record.url?eid=2-s2.0-36849000702&partnerID=MN8TOARS.
    10.1109/WAC.2006.376034
  53. Grilo, C.; Correia, L.. "Asynchronous stochastic dynamics and the spatial Prisoner's Dilemma game". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4874 LNAI (2007): 235-246. http://www.scopus.com/inward/record.url?eid=2-s2.0-38349054340&partnerID=MN8TOARS.
  54. Correia, Luís. "Creating video art with evolutionary algorithms". (2007):
    10.1016/j.cag.2007.08.004
  55. Henriques, N.A.C.; Correia, N.; Manzolli, J.; Correia, L.; Chambel, T.. "MovieGene: Evolutionary video production based on genetic algorithms and cinematic properties". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3907 LNCS (2006): 707-711. http://www.scopus.com/inward/record.url?eid=2-s2.0-33745799639&partnerID=MN8TOARS.
    10.1007/11732242_67
  56. Santana, P.F.; Correia, L.. "Behaviour cooperation by negation for mobile robots". 2006 IEEE International Conference on Robotics and Biomimetics, ROBIO 2006 (2006): 982-987. http://www.scopus.com/inward/record.url?eid=2-s2.0-46249084101&partnerID=MN8TOARS.
    10.1109/ROBIO.2006.340362
  57. Correia, L.; Wehrle, T.. "Beyond cellular automata, towards more realistic traffic simulators". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4173 LNCS (2006): 690-693. http://www.scopus.com/inward/record.url?eid=2-s2.0-33750225288&partnerID=MN8TOARS.
  58. 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
  59. Santana, P.; Correia, L.. "Survival kit: A constraint-based behavioural architecture for robot navigation". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3808 LNCS (2005): 435-446. http://www.scopus.com/inward/record.url?eid=2-s2.0-33744799025&partnerID=MN8TOARS.
    10.1007/11595014_43
  60. Correia, L.; Abreu, A.. "Forgetting and fatigue in mobile robot navigation". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3171 (2004): 434-443. http://www.scopus.com/inward/record.url?eid=2-s2.0-35048839803&partnerID=MN8TOARS.
  61. Abreu, A.; Correia, L.. "Place energy and forget in maps for mobile robots". Proceedings - 2004 IEEE International Conference on Robotics and Biomimetics, IEEE ROBIO 2004 (2004): 552-557. http://www.scopus.com/inward/record.url?eid=2-s2.0-28344444233&partnerID=MN8TOARS.
  62. De Wilde, P.; Chli, M.; Correia, L.; Ribeiro, R.; Mariano, P.; Abramov, V.; Goossenaerts, J.. "Adapting populations of agents". Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) 2636 (2003): 110-124. http://www.scopus.com/inward/record.url?eid=2-s2.0-23144462162&partnerID=MN8TOARS.
  63. Chli, M.; De Wilde, P.; Goossenaerts, J.; Abramov, V.; Szirbik, N.; Correia, L.; Mariano, P.; Ribeiro, R.. "Stability of multi-agent systems". Proceedings of the IEEE International Conference on Systems, Man and Cybernetics 1 (2003): 551-556. http://www.scopus.com/inward/record.url?eid=2-s2.0-0242576536&partnerID=MN8TOARS.
  64. Mariano, P.; Correia, L.. "A resource sharing model to study social behaviours". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2902 (2003): 84-88. http://www.scopus.com/inward/record.url?eid=2-s2.0-0346955751&partnerID=MN8TOARS.
  65. Abreu, A.; Correia, L.. "An hybrid mapping approach with place forgetting". Proceedings of the IEEE Conference on Decision and Control 6 (2003): 5871-5872. http://www.scopus.com/inward/record.url?eid=2-s2.0-1542348552&partnerID=MN8TOARS.
    10.1109/CDC.2003.1271942
  66. Mariano, P.; Pereira, A.; Correia, L.; Ribeiro, R.; Abramov, V.; Szirbik, N.; Goossenaerts, J.; Marwala, T.; De Wilde, P.. "Simulation of a trading multi-agent system". Proceedings of the IEEE International Conference on Systems, Man and Cybernetics 5 (2001): 3378-3384. http://www.scopus.com/inward/record.url?eid=2-s2.0-0035722735&partnerID=MN8TOARS.
  67. Abreu, A.; Correia, L.. "Fuzzy behavior-based architecture for decision control in autonomous vehicles". IEEE International Symposium on Intelligent Control - Proceedings (2001): 370-375. http://www.scopus.com/inward/record.url?eid=2-s2.0-0035684045&partnerID=MN8TOARS.
  68. Abreu, Antonio; Correia, Luis. "Behavior based decision control in autonomous vehicles: A fuzzy approach using Khepera". IEEE International Conference on Fuzzy Systems 1 (2000): 140-145. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033687389&partnerID=MN8TOARS.
  69. Correia, Luis; Steiger-Garcao, A.. "A reactive and knowledge based autonomous underwater vehicle". IECON Proceedings (Industrial Electronics Conference) 2 (1991): 1079-1084. http://www.scopus.com/inward/record.url?eid=2-s2.0-0026393923&partnerID=MN8TOARS.
Capítulo de livro
  1. Hugo F. M. C. Martiniano; Muhammad Asif; Astrid Moura Vicente; Luís Correia. "Network Propagation-Based Semi-supervised Identification of Genes Associated with Autism Spectrum Disorder". 2020.
    10.1007/978-3-030-34585-3_21
  2. Luís Cavique; Paulo Pombinho; Antonio J. Tallón-Ballesteros; Luís Correia. "Data Pre-processing and Data Generation in the Student Flow Case Study". 35-43. Springer International Publishing, 2020.
    10.1007/978-3-030-62365-4_4
  3. Silva, Fernando; Correia, Luís; Christensen, Anders Lyhne. "Speeding Up Online Evolution of Robotic Controllers with Macro-neurons". In Applications of Evolutionary Computation, editado por Anna I. Esparcia-Alcázar; Antonio M. Mora, 765-776. Springer Berlin Heidelberg, 2014.
    10.1007/978-3-662-45523-4_62
  4. Santana, P.; Correia, L.; Barata, J.. "Locomotion and localisation of humanitarian de-mining robots". In Using Robots in Hazardous Environments: Landmine Detection, De-Mining and Other Applications, 63-77. 2010.
Livro
  1. Tallón-Ballesteros, A.J.; Correia, L.; Xue, B.. Featuring the attributes in supervised machine learning. 2018.
    10.1007/978-3-319-92639-1_29
  2. Tallón-Ballesteros, A.J.; Correia, L.; Cho, S.-B.. Stochastic and non-stochastic feature selection. 2017.
    10.1007/978-3-319-68935-7_64
  3. Silva, F.; Correia, L.; Christensen, A.L.. Leveraging online racing and population cloning in evolutionary multirobot systems. 2016.
    10.1007/978-3-319-31153-1_12
  4. Silva, F.; Correia, L.; Christensen, A.L.. A case study on the scalability of online evolution of robotic controllers. 2015.
    10.1007/978-3-319-23485-4_20
  5. Correia, Luís. Progress in Artificial Intelligence. Springer-Verlag. 2013.
    10.1007/978-3-642-40669-0
  6. Abramov, V.A.; Goossenaerts, J.B.M.; De Wilde, P.; Correia, L.. Ontological stratification in an ecology of infohabitants. 2005.
Tese / Dissertação
  1. Mariano, Pedro. "Controlo Distribuído de Agentes Não-Cooperantes - Exploradores e Traidores". Doutoramento, 2006. http://hdl.handle.net/10451/14282.

Outros

Outra produção
  1. Filipe Chichorro; Luís Correia; Pedro Cardoso. 2020. Biological traits and threats interact to drive extinctions in a simulation study. https://doi.org/10.1101/2020.10.18.344473.
    10.1101/2020.10.18.344473
  2. Cavique, Luís; Mendes, Armando B.; Martiniano, Hugo F. M. C.; Correia, Luís. 2018. A bi-objective feature selection algorithm for large omics datasets. Feature selection is one of the most important concepts in data mining when dimensionality reduction is needed. The performance measures of feature selection encompass predictive accuracy and result comprehensibility. Consistency based methods are a significant category of feature selection research that substantially improves the comprehensibility of the result using the parsimony principle. In t. http://hdl.handle.net/10400.2/7648.
    https://onlinelibrary.wiley.com/doi/abs/10.1111/exsy.12301
  3. Correia, Luís. 2018. Self-organised systems: fundamental properties. A set of fundamental properties of self-organised systems is identified. Asynchronism is here proposed as one of these properties. It is shown that, by overlooking it, the concept of self-organisation is not fulfilled. Implications of this property to the study of self-organisation are discussed. Further, two other salient aspects are identified: minimisation of local conflicts produces optimal ev. https://journals.uab.pt/index.php/rcc/article/view/120.
  4. Martiniano, Hugo FMC; Asif, Muhammad; Vicente, Astrid; Correia, Luís. 2018. Mining of Genes Relevant to ASD in Large Databases. Introduction: Autism Spectrum Disease (ASD): Wide range of phenotypes; ASD is characterized by (1. deficits in social communication and social interaction; 2. restricted repetitive behaviors, interests, and activities); High heritability (e.g. strong genetic influence); Complex genetic etiology; Large number of involved genes (>800); Despite this ASD is still diagnosed with behavioral evaluations.. http://hdl.handle.net/10400.18/5639.
  5. Campos, Francisco M.; Correia, Luís; Calado, João Manuel Ferreira. 2015. Robot visual localization through local feature fusion: an evaluation of multiple classifiers combination approaches. In the last decade, local image features have been widely used in robot visual localization. In order to assess image similarity, a strategy exploiting these features compares raw descriptors extracted from the current image with those in the models of places. This paper addresses the ensuing step in this process, where a combining function must be used to aggregate results and assign each place a. http://hdl.handle.net/10400.21/6035.
  6. Mariano, Pedro; Correia, Luís. 2015. Partner Selection Delays Extinction in Cooperative and Coordination Dilemmas. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000360222300007&KeyUID=WOS:000360222300007.
    10.1007/978-3-319-14627-0_7
  7. Silva, Fernando; Correia, Luís; Christensen, Anders Lyhne. 2015. Modelling Synchronisation in Multirobot Systems with Cellular Automata: Analysis of Update Methods and Topology Perturbations.
  8. Correia, Luís; Manso, António. 2015. A Multiset Model of Multi-species Evolution to Solve Big Deceptive Problems.
  9. T, Neves; C, Cruz; L, Correia. 2014. Root Growth Model Based On Swarm Intelligence Models.
  10. Campos, Francisco M.; Correia, Luís; Calado, João Manuel Ferreira. 2012. Global localization with non-quantized local image features. In the field of appearance-based robot localization, the mainstream approach uses a quantized representation of local image features. An alternative strategy is the exploitation of raw feature descriptors, thus avoiding approximations due to quantization. In this work, the quantized and non-quantized representations are compared with respect to their discriminativity, in the context of the robot g. http://hdl.handle.net/10400.21/5068.
    10.1016/j.robot.2012.05.015
  11. Azevedo, Diamantino; Correia, Luís; Gaspar, Graça. 2012. Previsão eleitoral para a Assembleia da República Portuguesa. Em trabalho anterior utilizaram-se técnicas de Data Mining para predizer resultados eleitorais, sem utilizar sondagens, recorrendo a variáveis socioeconómicas, disponíveis publicamente sobre Portugal, no período abrangido pelas treze eleições para a Assembleia da República, entre 1974 e 2009. No entanto, o espectro político considerado nesse trabalho não abrange os 100% dos votos expressos, mas ap. http://hdl.handle.net/10400.2/2554.
  12. Grilo, Carlos; Correia, Luís. 2011. Effects of asynchronism on evolutionary games. We analyze the influence of the update dynamics on symmetric 2-player evolutionary games, which are among the most used tools to study the emergence of cooperation in populations of interacting agents. A synchronous dynamics means that, at each time step, all the agents of the population update their strategies simultaneously. An extreme case of asynchronism is sequential dynamics, in which only o. http://hdl.handle.net/10400.8/1277.
    10.1016/j.jtbi.2010.10.022
  13. Grilo, Carlos Fernando Almeida; Correia, Luís. 2009. The influence of the update dynamics on the evolution of cooperation. We investigate the influence of the update dynamics on the evolution of cooperation. Three of the most studied games in this area are used: Prisoner’s Dilemma, Snowdrift and the Stag Hunt. Previous studies with the Prisoner’s Dilemma game reported that less cooperators survive with the asynchronous version of the game than with the synchronous one. On the other side, studies with the Snowdrift gam. http://hdl.handle.net/10400.8/95.
  14. Santana, Pedro; Correia, Luis; Barat, Jose. 2008. Developments on an Affordable Robotic System for Humanitarian Demining. Humanitarian Demining. http://dx.doi.org/10.5772/5417.
    10.5772/5417
  15. Correia, Luís; Moura-Pires, Fernando; Aparício, Joaquim N.. 1999. Expressing Population Based Optimization Heuristics Using PLATO. Lecture Notes in Computer Science. http://dx.doi.org/10.1007/3-540-48159-1_26.
    10.1007/3-540-48159-1_26
Atividades

Orientação

Título / Tema
Papel desempenhado 		Curso (Tipo)
Instituição / Organização
2009/12/07 - 2020/04/08 Populações Baseadas em Multisets para Algoritmos Evolutivos
Orientador
 Doutoramento em Informática (Doutoramento)
Universidade de Lisboa Faculdade de Ciências, Portugal
2009/12/07 - 2020/04/08 Populações Baseadas em Multisets para Algoritmos Evolutivos
Orientador
 Informática (Doutoramento)
Universidade de Lisboa Faculdade de Ciências, Portugal
2018 - 2019 Towards identification of Octopus cyanea behaviour in its natural habitat
Coorientador
 Informática (Mestrado)
Universidade de Lisboa Faculdade de Ciências, Portugal
2018 - 2018 Intervenção pedagógica sobre páginas web dinâmicas
Coorientador
 Ensino de Informática (Mestrado)
Universidade de Lisboa Instituto da Educação, Portugal
2012 - 2017 Evolutionary online behaviour learning and adaptation in Robotic Systems
Coorientador
 Informática (Doutoramento)
Universidade de Lisboa Faculdade de Ciências, Portugal
2013 - 2016 An experiment about the impact of social influence on the wisdom of the crowds effect
Orientador
 Ciências da Complexidade (Mestrado)
ISCTE-Instituto Universitário de Lisboa, Portugal

Universidade de Lisboa Faculdade de Ciências, Portugal
2008 - 2015 Contribuições para a Localização e Mapeamento em Robótica através da Identificação Visual de Lugares
Coorientador
 Informática (Doutoramento)
Universidade de Lisboa Faculdade de Ciências, Portugal
2006 - 2011 Influência da dinâmica de actualização na evolução da cooperação.
Orientador
 Informática (Doutoramento)
Universidade de Lisboa, Portugal
2006 - 2011 Visual Attention and Swarm Cognition for Off-road Robots
Orientador
 Informática (Doutoramento)
Universidade de Lisboa, Portugal
2005 - 2008 E-Cidadão: Interagindo com Instituições Governamentais Virtuais
Coorientador
 Ciência da Computação (Doutoramento)
Universidade Federal Fluminense, Brasil
2002 - 2008 Behavior and Navigation in Autonomous Vehicles Based on Fuzzy Models
Orientador
 Engenharia Electrotécnica (Doutoramento)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2000 - 2006 Controlo Distribuído de Agentes Não-cooperantes-exploradores e Traidores
Orientador
 Informática (Doutoramento)
Universidade de Lisboa, Portugal
Distinções

Prémio

2017 Best of Computing 2016 - Silva F.; Duarte M.; Correia L.; Oliveira S.; Christensen A. Open issuues in evolutionary robotics. Evolutionary Computation 24, 2 (August 2016)
Association for Computing Machinery, Estados Unidos
2016 Melhor artigo - Sofia Silva and Luís Correia. An experiment about the impact of social influence on the wisdom of the crowd effect, Niterói, RJ, Brasil, 14-16 de dezembro de 2016
Workpedia (conferência), Brasil
2016 Melhor artigo de Evolutionary Robotics - F. Silva, L. Correia, A.L. Christensen, Leveraging On-line Racing and Population Cloning in Evolutionary Multirobot Systems
EVOSTAR, Portugal