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Identificação

Identificação pessoal

Nome completo
Carlos Miguel da Costa Fernandes

Nomes de citação

  • Fernandes, Carlos
  • Fernandes, C.M.
  • Fernandes, C.
  • Fernandes, Carlos M.

Identificadores de autor

Ciência ID
5311-D4B8-3439
ORCID iD
0000-0002-1594-6785
Formação
Grau Classificação
2005 - 2009/12
Concluído
 Doutoramento em Engenharia Electrotécnica (Licenciatura)
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Diversity-Enhanced Genetic Algorithms for Dynamic Optimization" (TESE/DISSERTAÇÃO)
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento 		Empregador
2023/09/01 - Atual Investigador Auxiliar (carreira) (Investigação) Universidade Lusófona de Humanidades e Tecnologias, Portugal
Universidade Lusófona Associação para a Investigação e Desenvolvimento em Cognição e Computação Centrado nas Pessoas, Portugal
2018 - 2023 Investigador Auxiliar (carreira) (Investigação) Universidade de Lisboa Instituto Superior Técnico, Portugal
Universidade de Lisboa Instituto de Sistemas e Robótica, Portugal
2010 - 2018 Pós-doutorado (Investigação) Universidade de Lisboa Instituto Superior Técnico, Portugal
Universidade de Lisboa Instituto de Sistemas e Robótica, Portugal

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2002 - 2006 Assistente (Docente Ensino Superior Politécnico) Instituto Politécnico de Setúbal, Portugal
Produções

Publicações

Artigo em conferência
  1. Juan Luis Jiménez Laredo; Loïs Naudin; Nathalie Corson; Carlos M. Fernandes. "A Methodology for Determining Ion Channels from Membrane Potential Neuronal Recordings". Trabalho apresentado em EvoApplications 2022: Applications of Evolutionary Computation, 2020.
    Publicado • 10.1007/978-3-031-02462-7_2
  2. Juan Luis Jiménez Laredo; Juan Julián Merelo Guervós; Carlos M. Fernandes; Eric Sanlaville. "A Method for Estimating the Computational Complexity of Multimodal Functions". Trabalho apresentado em A Method for Estimating the Computational Complexity of Multimodal Functions, 2020.
    Publicado • 10.1007/978-3-030-43722-0_13
  3. Fernandes, Carlos M.; Fachada, Nuno; Laredo, Juan L. J.; Merelo, Juan Julian; Castillo, Pedro A.; Rosa, Agostinho. "Revisiting Population Structure and Particle Swarm Performance". Trabalho apresentado em 10th International Joint Conference on Computational Intelligence, 2018.
    Publicado • 10.5220/0006959502480254
  4. Fernandes, Carlos M.; Rosa, Agostinho C.; Laredo, Juan L.J.; Merelo, J.J.; Cotta, Carlos. "Dynamic Models of Partially Connected Topologies for Population-Based Metaheuristics". Trabalho apresentado em 2018 IEEE Congress on Evolutionary Computation (CEC), 2018.
    Publicado • 10.1109/cec.2018.8477692
  5. Fernandes, Carlos M.; Rosa, Agostinho C.; Fachada, Nuno; Laredo, J. L. J.; Merelo, J. J.. "Particle swarm and population structure". Trabalho apresentado em Genetic and Evolutionary Computation Conference Companion, 2018.
    Publicado • 10.1145/3205651.3205779
  6. Fernandes, Carlos M.; Laredo, Juan L. J.; Rosa, Agostinho C.. "Spatially Structured Evolutionary Algorithms: Graph Degree, Population Size and Convergence Speed". Trabalho apresentado em 11th International Symposium on Intelligent Distributed Computing, 2017.
    Publicado • 10.1007/978-3-319-66379-1_2
  7. Fernandes, Carlos M.. "Abstracting the Abstract". Trabalho apresentado em 8th International Conference on Digital Arts, 2017.
    Publicado • 10.1145/3106548.3106589
  8. Fernandes, Carlos M.; Migotina, Daria; Rosa, Agostinho C.. "Sonification of Sleep EEG". Trabalho apresentado em 8th International Conference on Digital Arts, 2017.
    Publicado • 10.1145/3106548.3106614
  9. Merelo, J.J.; Castillo, P.A.; Mora, A.M.; García-Valdez, M.; Cotta, C.; Fernandes, C.M.. "Self-organized criticality in code repositories". Trabalho apresentado em ECAL 2017, the Fourteenth European Conference on Artificial Life, 2017.
    Publicado • 10.1162/isal_a_087
  10. Fernandes, Carlos M.; Merelo, Juan Julián; Rosa, Agostinho C.. "Asynchronous Steady State Particle Swarm". Trabalho apresentado em Genetic and Evolutionary Computation Conference Companion, 2016.
    Publicado • 10.1145/2908961.2909035
  11. Fernandes, CM.; Merelo, J.J.; Rosa, A.C.. "An Asynchronous and Steady State Update Strategy for the Particle Swarm Optimization Algorithm". Trabalho apresentado em PPSN 2016: Parallel Problem Solving from Nature – PPSN XIV, 2016.
    Publicado
  12. Fernandes, Carlos M.; Laredo, Juan L. J.; Merelo, Juan Julian; Cotta, Carlos; Rosa, Agostinho. "Particle Swarms with Dynamic Topologies and Conservation of Function Evaluations". Trabalho apresentado em International Conference on Evolutionary Computation Theory and Applications, 2014.
    Publicado • 10.5220/0005087900860094
  13. Fernandes, C.M.; Laredo, J.L.J.; Merelo, J.J.; Cotta, C.; Nogueras, R.; Rosa, A.C.. "Shuffle and mate: A dynamic model for spatially structured evolutionary algorithms". Trabalho apresentado em PPSN 2014: Parallel Problem Solving from Nature – PPSN XIII, 2014.
    Publicado
  14. Fernandes, C.M.; Laredo, J.L.J.; Merelo, J.J.; Cotta, C.; Rosa, A.C.. "Dynamic and partially connected ring topologies for evolutionary algorithms with structured populations". Trabalho apresentado em EvoApplications 2014: Applications of Evolutionary Computation, 2014.
    Publicado • 10.1007/978-3-662-45523-4_54
  15. Laredo, J.L.J.; Nielsen, S.S.; Danoy, G.; Bouvry, P.; Fernandes, C.M.. "Cooperative selection: Improving tournament selection via altruism". Trabalho apresentado em uropean Conference on Evolutionary Computation in Combinatorial Optimization, 2014.
    Publicado
  16. Fernandes, C.M.; Laredo, J.L.J.; Merelo, J.J.; Cotta, C.; Rosa, A.. "Particle swarms with dynamic topologies and conservation of function evaluations". 2014.
  17. García-Sánchez, Pablo; García Arenas, María Isabel; Mora, Antonio Miguel; Castillo, Pedro Ángel; Fernandes, Carlos; de las Cuevas, Paloma; Romero, Gustavo; González, Jesús; Merelo, Juan Julián. "Developing services in a service oriented architecture for evolutionary algorithms". 2013.
    10.1145/2464576.2466806
  18. Fernandes, Carlos M.; Merelo, Juan Julián; Laredo, Juan L.J.; Cotta, Carlos; Rosa, Agostinho C.. "Partially connected topologies for particle swarm". 2013.
    10.1145/2464576.2464586
  19. Fernandes, Carlos; Laredo, Juan; Merelo, J.J.; Cotta, Carlos; Rosa, Agostinho. "Adapting the Bak-Sneppen Model to a Dynamic and Partially Connected Grid of Hierarchical Species". 2013.
    10.7551/978-0-262-31709-2-ch076
  20. Nogueras, R.; Cotta, C.; Fernandes, C.M.; Jiménez Laredo, J.L.; Merelo, J.J.; Rosa, A.C.. "An analysis of a selecto-Lamarckian model of multimemetic algorithms with dynamic self-organized topology". Trabalho apresentado em TPNC 2013: Theory and Practice of Natural Computing, 2013.
    10.1007/978-3-642-45008-2_17
  21. Jiménez Laredo, J.L.; Dorronsoro, B.; Fernandes, C.; Merelo, J.J.; Bouvry, P.. "Oversized populations and cooperative selection: Dealing with massive resources in parallel infrastructures". Trabalho apresentado em LION 2013: Learning and Intelligent Optimization, 2013.
    Publicado • 10.1007/978-3-642-44973-4_47
  22. Pascualvaca, J.; Fernandes, C.M.; GUILLEN, A.; Mora, A.M.; LARGO, R.; Rosa, A.C.; HERRERA, L. J.. "Sleep Stage Classification Using Advanced Intelligent Methods". Trabalho apresentado em IWANN 2013: Advances in Computational Intelligence, 2013.
    Publicado • 10.1007/978-3-642-38679-4_61
  23. Fernandes, C.M.; Mora, A.M.; Merelo, J.J.; Rosa, A.C.. "Photorealistic rendering with an ant algorithm". Trabalho apresentado em IJCCI 2012: Computational Intelligence, 2012.
    Publicado • 10.1007/978-3-319-11271-8_5
  24. Fernandes, C.M.; Merelo, J.J.; Rosa, A.C.. "A time-varying inertia weight strategy for particles swarms based on self-organized criticality". Trabalho apresentado em IJCCI 2012: Computational Intelligence, 2012.
    Publicado • 10.1007/978-3-319-11271-8_4
  25. Merelo-Guervós, Juan-Julián; Mora, Antonio M.; Esparcia, Anna I.; Fernandes, Carlos M.. "Validating design choices in a pool-based distributed evolutionary algorithms architecture". Trabalho apresentado em 14th international conference on Genetic and evolutionary computation conference companion - GECCO Companion '12, 2012.
    Publicado • 10.1145/2330784.2331023
  26. Fernandes, Carlos Miguel; Merelo, Juan; Rosa, Agostinho; Fernández, Francisco. "Particle swarm with self-organized criticality". Trabalho apresentado em 14th annual conference companion on Genetic and evolutionary computation, 2012.
    Publicado • 10.1145/2330784.2330950
  27. Merelo, Juan J.; Fernandes, Carlos M.; Mora, Antonio M.; Esparcia, Anna I.. "SofEA: a pool-based framework for evolutionary algorithms using CouchDB". Trabalho apresentado em 14th annual conference companion on Genetic and evolutionary computation, 2012.
    Publicado • 10.1145/2330784.2330802
  28. Fernandes, Carlos Miguel; Mora, Antonio; Merelo, Juan Julian; Fernández, Francisco; Rosa, Agostinho. "Generating colored 2-dimensional representations of sleep EEG with the KANTS clustering algorithm". 2012.
    10.1145/2330784.2330851
  29. Laredo, Juanlu J.; Dorronsoro, Bernabe; Pecero, Johnatan; Bouvry, Pascal; Durillo, Juan J.; Fernandes, Carlos. "Designing a Self-Organized Approach for Scheduling Bag-of-Tasks". Trabalho apresentado em 2012 Seventh International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 2012.
    Publicado • 10.1109/3pgcic.2012.28
  30. Fernandes, Carlos M.; Merelo, Juan J.; Rosa, Agostinho C.. "Controlling the Parameters of the Particle Swarm Optimization with a Self-Organized Criticality Model". Trabalho apresentado em PPSN 2012: Parallel Problem Solving from Nature - PPSN XII, 2012.
    Publicado • 10.1007/978-3-642-32964-7_16
  31. Fernandes, C.M.; Laredo, J.L.J.; Mora, A.M.; Rosa, A.C.; Merelo, J.J.. "The sandpile mutation operator for genetic algorithms". Trabalho apresentado em LION 2011: Learning and Intelligent Optimization, 2011.
    Publicado • 10.1007/978-3-642-25566-3_43
  32. Laredo, J. L. J.; Merelo, J. J.; Fernandes, C. M.; Mora, A. M.; Arenas, M. G.; Castillo, P. A.; Garcia-Sanchez, P.. "Analysing the Performance of Different Population Structures for an Agent-Based Evolutionary Algorithm". Trabalho apresentado em LION 2011: Learning and Intelligent Optimization, 2011.
    Publicado • 10.1007/978-3-642-25566-3_45
  33. Fernandes, Carlos M.; Laredo, Juan L. J.; Mora, Antonio M.; Rosa, Agostinho C.; Merelo, Juan J.. "A Study on the Mutation Rates of a Genetic Algorithm Interacting with a Sandpile". Trabalho apresentado em EvoApplications 2011: Applications of Evolutionary Computation, 2011.
    Publicado • 10.1007/978-3-642-20525-5_4
  34. Fernández-Ares, A.; Mora, A. M.; Merelo, J. J.; García-Sánchez, P.; Fernandes, C. M.. "Optimizing Strategy Parameters in a Game Bot". Trabalho apresentado em IWANN 2011: Advances in Computational Intelligence, 2011.
    Aceite para publicação • 10.1007/978-3-642-21498-1_41
  35. Fernandes, Carlos M.; Merelo, Juan Julián; Rosa, Agostinho C.. "Enhancing the Adaptive Dissortative Mating Genetic Algorithm in Fast Non-stationary Fitness Functions". Trabalho apresentado em IJCCI 2010: Computational Intelligence, 2010.
    Publicado • 10.1007/978-3-642-27534-0_8
  36. Fernandes, C. M.; Lima, C. F.; Laredo, J. L. J.; Rosa, A. C.; Merelo, J. J.. "An Ant-Based Rule for UMDA’s Update Strategy". Trabalho apresentado em ECAL 2009: Advances in Artificial Life. Darwin Meets von Neumann, 2009.
    10.1007/978-3-642-21314-4_49
  37. Laredo, Juan Luís J.; Fernandes, Carlos; Merelo, Juan Julián; Gagné, Christian. "Improving genetic algorithms performance via deterministic population shrinkage". 2009.
    10.1145/1569901.1570014
  38. Laredo, Juan Luís J.; Fernandes, Carlos; Mora, Antonio; Castillo, Pedro A.; García-Sánchez, Pablo; Merelo, Juan Julián. "Studying the Cache Size in a Gossip-Based Evolutionary Algorithm". 2009.
    Publicado • 10.1007/978-3-642-03214-1_13
  39. Fernandes, Carlos M.; Rosa, Agostinho C.; Laredo, J. L. J.; Merelo, J. J.. "Genealogical patterns in evolutionary algorithms". Trabalho apresentado em Genetic and Evolutionary Computation Conference Companion, 2009.
    10.1145/3319619.3321914
  40. Lima, Claudio F.; Fernandes, Carlos; Lobo, Fernando G.. "Investigating restricted tournament replacement in ECGA for non-stationary environments". 2008.
    10.1145/1389095.1389175
  41. Fernandes, Carlos M.; Merelo, J. J.; Ramos, Vitorino; Rosa, Agostinho C.. "A self-organized criticality mutation operator for dynamic optimization problems". 2008.
    10.1145/1389095.1389275
  42. Fernandes, C.M.; Lima, C.F.; Rosa, A.C.. "UMDAs for dynamic optimization problems". Trabalho apresentado em 10th Annual Conference on Genetic and Evolutionary Computation 2008, 2008.
    Publicado
  43. Mora, A.M.; Fernandes, C.M.; Merelo, J.J.; Ramos, V.; Laredo, J.L.J.; Rosa, A.C.. "KohonAnts: A self-organizing ant algorithm for clustering and pattern classification". Trabalho apresentado em 11th International Conference on the Simulation and Synthesis of Living Systems, ALIFE 2008, 2008.
    Publicado
  44. Fernandes, Carlos; Mora, Antonio Miguel; Merelo, Juan Julián; Ramos, Vitorino; Laredo, Juan Luís; Rosa, Agostihno. "KANTS: Artifical Ant System for Classification". Trabalho apresentado em ANTS 2008: Ant Colony Optimization and Swarm Intelligence, 2008.
    Publicado • 10.1007/978-3-540-87527-7_35
  45. Laredo, Juan L. J.; Castillo, Pedro A.; Mora, Antonio M.; Merelo, Juan J.; Rosa, Agostinho; Fernandes, Carlos. "Evolvable Agents in Static and Dynamic Optimization Problems". Trabalho apresentado em PPSN 2008: Parallel Problem Solving from Nature – PPSN X, 2008.
    Publicado • 10.1007/978-3-540-87700-4_49
  46. Fernandes, C.M.; Merelo, J.J.; Rosa, A.C.. "Tracking Extrema in Dynamic Fitness Functions with Dissortative Mating Genetic Algorithms". Trabalho apresentado em 2008 Eighth International Conference on Hybrid Intelligent Systems, 2008.
    Publicado • 10.1109/his.2008.52
  47. Jiménez Laredo, J.L.; Castillo, P.A.; Mora. A.M.; Fernandes, C.M.; Merelo, J.J.. "Addressing Churn in a Peer-to-Peer Evolutionary Algorithm". Trabalho apresentado em 1st International Workshop on Parallel Architectures and Bioinspired Algorithms, 2008.
    Publicado
  48. Ramos, V.; Fernandes, C.; Rosa, A.C.; Abraham, A.. "Computational chemotaxis in ants and bacteria over dynamic environments". Trabalho apresentado em Congress on Evolutionary Computation, 2007.
    Publicado • 10.1109/CEC.2007.4424594
  49. Fernandes, Carlos; Ramos, Vitorino; Rosa, Agostinho C.. "Stigmergic optimization in dynamic binary landscapes". Trabalho apresentado em 2007 ACM symposium on Applied computing, 2007.
    Publicado • 10.1145/1244002.1244169
  50. Fernandes, Carlos M.; Rosa, Agostinho C.; Ramos, Vitorino. "Binary ant algorithm". Trabalho apresentado em 9th annual conference on Genetic and evolutionary computation, 2007.
    Publicado • 10.1145/1276958.1276965
  51. Fernandes, C.; Rosa, A.. "Self-regulated population size in evolutionary algorithms". Trabalho apresentado em PPSN 2006: Parallel Problem Solving from Nature - PPSN IX, 2006.
    Publicado
  52. Carlos Fernandes; Agostinho Rosa. "Self-regulated Population Size in Evolutionary Algorithms". Trabalho apresentado em PPSN 2006: Parallel Problem Solving from Nature - PPSN IX, 2006.
    Publicado • 10.1007/11844297_93
  53. Ramos, V.; Fernandes, C.M.; Rosa, A.C.. "On Self-Regulated Swarms, Societal Memory, Speed and Dynamics". Trabalho apresentado em 10th International Conference on the Simulation and Synthesis of Living Systems, 2006.
    Publicado
  54. Fernandes, Carlos; Ramos, Vitorino; Rosa, Agostinho C.. "Varying the Population Size of Artificial Foraging Swarms on Time Varying Landscapes". Trabalho apresentado em International Conference on Artificial Neural Networks, 2005.
    Publicado • 10.1007/11550822_49
  55. Fernandes, C.M.; Caldeira, J.P.; Melício, F. ; Rosa, A.C.. "Infected Genes Evolutionary Algorithm for School Timetabling". Trabalho apresentado em Advances in Intelligent Systems, Fuzzy Systems, Evolutionary Computation, 2002.
    Publicado
  56. Fernandes, Carlos; Tavares, Rui; Munteanu, Cristian; Rosa, Agostinho. "Using assortative mating in genetic algorithms for vector quantization problems". Trabalho apresentado em 2001 ACM symposium on Applied computing, 2001.
    Publicado • 10.1145/372202.372367
  57. Fernandes, C.; Rosa, A.. "A study on non-random mating and varying population size in genetic algorithms using a Royal Road function". Trabalho apresentado em IEEE Conference on Evolutionary Computation, ICEC, 2001.
    Publicado
  58. Fernandes, Carlos; Tavares, Rui; Rosa, Agostinho C.. "niGAVaPS — outbreeding in genetic algorithms". Trabalho apresentado em 2000 ACM symposium on Applied computing, 2000.
    Publicado • 10.1145/335603.335917
  59. Fernandes, Carlos; Caldeira, Joao Paulo; Melicio, Fernando; Rosa, Agostinho. "High school weekly timetabling by evolutionary algorithms". Trabalho apresentado em ACM Symposium on Applied Computing, 1999.
Artigo em revista
  1. Carlos M. Fernandes; Daria Migotina; Agostinho C. Rosa. "Brain's Night Symphony (BraiNSy): A Methodology for EEG Sonification". IEEE Transactions on Affective Computing 12 1 (2021): 103-112. https://doi.org/10.1109/TAFFC.2018.2850008.
    10.1109/TAFFC.2018.2850008
  2. Diogo de Andrade; Nuno Fachada; Carlos M. Fernandes; Agostinho C. Rosa. "Generative Art with Swarm Landscapes". Entropy 22 11 (2020): 1284-1284. https://doi.org/10.3390/e22111284.
    10.3390/e22111284
  3. Fernandes, Carlos M.; Fachada, Nuno; Laredo, Juan L.J.; Merelo, J.J.; Rosa, Agostinho C.. "Population sizing of cellular evolutionary algorithms". Swarm and Evolutionary Computation 58 (2020): 100721. http://dx.doi.org/10.1016/j.swevo.2020.100721.
    10.1016/j.swevo.2020.100721
  4. Fernandes, Carlos M.; Fachada, Nuno; Merelo, Juan-Julián; Rosa, Agostinho C.. "Steady state particle swarm". PeerJ Computer Science 5 (2019): e202. http://dx.doi.org/10.7717/peerj-cs.202.
    Publicado • 10.7717/peerj-cs.202
  5. Leite, Nuno; Fernandes, Carlos M.; Melício, Fernando; Rosa, Agostinho C.. "A cellular memetic algorithm for the examination timetabling problem". Computers & Operations Research 94 (2018): 118-138. http://dx.doi.org/10.1016/j.cor.2018.02.009.
    10.1016/j.cor.2018.02.009
  6. M. Fernandes, Carlos. "Peintures du sommeil par des fourmis artificielles". Arts et sciences 17 1 (2017): http://dx.doi.org/10.21494/iste.op.2017.0179.
    Publicado • 10.21494/iste.op.2017.0179
  7. García-Sánchez, P.; Romero, G.; González, J.; Miguel Mora, A.; Arenas, M.G.; Castillo, P.Á.; Fernandes, C.; Julián Merelo, J.. "Studying the effect of population size in distributed evolutionary algorithms on heterogeneous clusters". Applied Soft Computing Journal 38 (2016): 530-547. http://www.scopus.com/inward/record.url?eid=2-s2.0-84946201634&partnerID=MN8TOARS.
    10.1016/j.asoc.2015.09.052
  8. Fernandes, C.M.; Jiménez Laredo, J.L.; Merelo, J. J.; Cotta, C.; Rosa, A.C.. "Dynamic Topologies for Particle Swarms". Transactions on Computational Intelligence XXIV (2016): 1-18.
  9. Fernandes, C.M.. "Pherographs and other hidden landscapes". International Journal of Arts and Technology 8 2 (2015): 132-166. http://www.scopus.com/inward/record.url?eid=2-s2.0-84930439203&partnerID=MN8TOARS.
    10.1504/IJART.2015.069553
  10. Laredo, J.L.J.; Bouvry, P.; González, D.L.; Fernández De Vega, F.; Arenas, M.G.; Merelo, J.J.; Fernandes, C.M.. "Designing robust volunteer-based evolutionary algorithms". Genetic Programming and Evolvable Machines 15 3 (2014): 221-244. http://www.scopus.com/inward/record.url?eid=2-s2.0-84905651604&partnerID=MN8TOARS.
    10.1007/s10710-014-9213-5
  11. Laredo, J.L.J.; Bouvry, P.; Guinand, F.; Dorronsoro, B.; Fernandes, C.. "The sandpile scheduler: How self-organized criticality may lead to dynamic load-balancing". Cluster Computing 17 2 (2014): 191-204. http://www.scopus.com/inward/record.url?eid=2-s2.0-84901636459&partnerID=MN8TOARS.
    10.1007/s10586-013-0328-x
  12. Fernandes CM; Mora AM; Merelo JJ; Rosa AC. "KANTS: A Stigmergic Ant Algorithm for Cluster Analysis and Swarm Art.". (2013): http://europepmc.org/abstract/med/23912505.
    10.1109/TCYB.2013.2273495
  13. HERRERA, L. J.; FERNANDES, C. M.; MORA, A. M.; MIGOTINA, D.; LARGO, R.; GUILLEN, A.; ROSA, A. C.. "COMBINATION OF HETEROGENEOUS EEG FEATURE EXTRACTION METHODS AND STACKED SEQUENTIAL LEARNING FOR SLEEP STAGE CLASSIFICATION". International Journal of Neural Systems 23 03 (2013): 1350012-1350012. http://dx.doi.org/10.1142/S0129065713500123.
    10.1142/s0129065713500123
  14. Merelo, J. J.; Mora, A. M.; Fernandes, C. M.; Esparcia-Alcázar, Anna I.. "Designing and testing a pool-based evolutionary algorithm". Natural Computing 12 2 (2013): 149-162. http://dx.doi.org/10.1007/s11047-012-9338-5.
    10.1007/s11047-012-9338-5
  15. Fernandes, C.M.; Rosa, A.C.; Laredo, J.L.J.; Cotta, C.; Merelo, J.J.. "Performance and scalability of particle swarms with dynamic and partially connected grid topologies". IJCCI 2013 - Proceedings of the 5th International Joint Conference on Computational Intelligence (2013): 47-55. http://www.scopus.com/inward/record.url?eid=2-s2.0-84887455508&partnerID=MN8TOARS.
  16. Fernandes, C. M.; Laredo, J. L. J.; Rosa, A. C.; Merelo, J. J.. "The sandpile mutation Genetic Algorithm: an investigation on the working mechanisms of a diversity-oriented and self-organized mutation operator for non-stationary functions". Applied Intelligence 39 2 (2013): 279-306. http://dx.doi.org/10.1007/s10489-012-0413-5.
    10.1007/s10489-012-0413-5
  17. Fernandes, C.M.; Merelo, J.J.; Rosa, A.C.. "Using self-organized criticality for adjusting the parameters of a particle swarm". IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence (2012): 62-71. http://www.scopus.com/inward/record.url?eid=2-s2.0-84886891459&partnerID=MN8TOARS.
  18. Fernandes, C.; Pontes, A.J.; Viana, J.C.; Gaspar-Cunha, A.. "Using multi-objective evolutionary algorithms for optimization of the cooling system in polymer injection molding". International Polymer Processing 27 2 (2012): 213-223. http://www.scopus.com/inward/record.url?eid=2-s2.0-84860990520&partnerID=MN8TOARS.
    10.3139/217.2511
  19. Mora, Antonio M.; Fernández-Ares, Antonio; Merelo, Juan J.; García-Sánchez, Pablo; Fernandes, Carlos M.. "Effect of Noisy Fitness in Real-Time Strategy Games Player Behaviour Optimisation Using Evolutionary Algorithms". Journal of Computer Science and Technology 27 5 (2012): 1007-1023. http://dx.doi.org/10.1007/s11390-012-1281-5.
    10.1007/s11390-012-1281-5
  20. Fernandes, C.M.; Mora, A.; Merelo, J.J.; Rosa, A.C.. "Pherogenic drawings generating colored 2-dimensional abstract Representations of Sleep EEG with the KANTS Algorithm.". IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence (2012): 72-80. http://www.scopus.com/inward/record.url?eid=2-s2.0-84886941016&partnerID=MN8TOARS.
  21. Fernandes, C.M.; Merelo, J.J.; Rosa, A.C.. "A comparative study on the performance of dissortative mating and immigrants-based strategies for evolutionary dynamic optimization". Information Sciences 181 20 (2011): 4428-4459. http://dx.doi.org/10.1016/j.ins.2011.05.022.
    10.1016/j.ins.2011.05.022
  22. Fernandes, C.M.; Merelo, J.J.; Rosa, A.C.. "Investigating replacement strategies for the adaptive dissortative mating genetic algorithm". ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation (2010): 104-113. http://www.scopus.com/inward/record.url?eid=2-s2.0-78751479316&partnerID=MN8TOARS.
  23. Fernandes, Carlos M.. "Pherographia: Drawing by Ants". Leonardo 43 2 (2010): 107-112. http://dx.doi.org/10.1162/leon.2010.43.2.107.
    10.1162/leon.2010.43.2.107
  24. Laredo, J.L.J.; Castillo, P.A.; Mora, A.M.; Merelo, J.J.; Fernandes, C.. "Resilience to churn of a peer-to-peer evolutionary algorithm". International Journal of High Performance Systems Architecture 1 4 (2008): 260-260. http://dx.doi.org/10.1504/IJHPSA.2008.024210.
    10.1504/ijhpsa.2008.024210
  25. Fernandes, Carlos M.. "A camera obscura for ants". ACM SIGEVOlution 3 2 (2008): 9-16. http://dx.doi.org/10.1145/1527063.1527065.
    10.1145/1527063.1527065
  26. Fernandes, Carlos; Rosa, Agostinho C.. "Self-adjusting the intensity of assortative mating in genetic algorithms". Soft Computing 12 10 (2008): 955-979. http://dx.doi.org/10.1007/s00500-007-0265-9.
    Publicado • 10.1007/s00500-007-0265-9
  27. Lima, C.F.; Fernandes, C.; Lobo, F.G.. "Investigating restricted tournament replacement in ECGA for non-stationary environments". GECCO'08: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation 2008 (2008): 439-446. http://www.scopus.com/inward/record.url?eid=2-s2.0-57349108063&partnerID=MN8TOARS.
Artigo em revista (magazine)
  1. Fernandes, C.M.. "This is Happening", Archive Zine, 2015
Capítulo de livro
  1. João Inácio; Nuno Fachada; João P. Matos-Carvalho; Carlos M. Fernandes. "Humans vs AI: An Exploratory Study with Online and Offline Learners". 2024.
    10.1007/978-3-031-51452-4_19
  2. Fernandes, C.M.; Laredo, J.L.J.; Merelo, J.J.; Cotta, C.; Rosa, A.C.. "Particle swarm optimization with dynamic topology and conservation of evaluations". In Studies in Computational Intelligence, 97-111. Springer, 2015.
    Publicado • 10.1007/978-3-319-26393-9_7
  3. Mora, A.M.; Fernandes, C.; Merelo, J.J.. "Kants: Aself-organized ant systemfor pattern clusteringand classification". In Ant Colonies: Behavior in Insects and Computer Applications, 195-211. Nova Publishers, 2011.
    Publicado
  4. Fernandes, C.M.. "Consilience". In Inside [Art and Science]. Portugal, 2009.
    Publicado
Catálogo de exposição
  1. Fernandes, C.M.. I-S-T 95-75-15. IST Press, 2006.
  2. Fernandes, C.M.. Kaluptein. IST Press, 2001.
Livro
  1. Fernandes, C.M.. Vai Ficar Tudo Mal. Lisboa, Portugal: Aletheia. 2021.
    Publicado
  2. Fernandes, C.M.. O Chapéu de Ezra Pound - e Outros Apontamentos Sobre Fotografia. Lisboa, Portugal: Sinapis. 2018.
    Publicado
  3. Fernandes, C.M.. Paisagens Ocultas: Notas Sobre Arte, Ciência e Criatividade Distribuída. Lisboa, Portugal: The Porfolio Project. 2015.
    Publicado
  4. Fernandes, C.M.; Sousa de Almeida, C.. O Lápis Mágico: Uma História da Construção da Fotografia. Lisboa, Portugal: IST Press. 2014.
    Publicado
Prefácio / Posfácio
  1. Fernandes, C.M.. "Creative Leaps". Prefácio para ROBOT ARTe. Portugal. 2009.
    Publicado