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Rui Manuel Ribeiro Castro Mendes. Concluiu o(a) Licenciatura em Matemática e Ciências da Computação em 1994 pelo(a) Universidade do Minho Escola de Engenharia. Publicou 9 artigos em revistas especializadas. Possui 1 capítulo(s) de livros e 10 livro(s).
Identificação

Identificação pessoal

Nome completo
Rui Manuel Ribeiro Castro Mendes

Nomes de citação

  • Mendes, Rui

Identificadores de autor

Ciência ID
CD1B-9D4E-3D36
ORCID iD
0000-0002-5321-6863

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Inglês Utilizador proficiente (C1) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2)
Francês Utilizador independente (B1) Utilizador proficiente (C2) Utilizador independente (B2) Utilizador proficiente (C1)
Espanhol; Castelhano Utilizador independente (B1) Utilizador independente (B1) Utilizador independente (B1) Utilizador proficiente (C1)
Formação
Grau Classificação
1994
Concluído
 Matemática e Ciências da Computação (Licenciatura)
Universidade do Minho Escola de Engenharia, Portugal
 16
Produções

Publicações

Artigo em conferência
  1. Fernandes, G.; Oliveira, N.; Cortez, P.; Mendes, R.. "A realistic scooter rebalancing system via metaheuristics". 2020.
    10.1145/3377929.3389905
  2. Almeida, J.J.; Mendes, R.C.. "Hunting ancestors: A unified approach for discovering genealogical information". 2019.
    10.4230/OASIcs.SLATE.2019.22
  3. Matos, L.M.; Cortez, P.; Mendes, R.; Moreau, A.. "Using Deep Learning for Mobile Marketing User Conversion Prediction". 2019.
    10.1109/IJCNN.2019.8851888
  4. Mendes, R.; Almeida, J.J.. "eOS: The exercise operating system". 2018.
    10.4230/OASIcs.SLATE.2018.5
  5. Matos, L.M.; Cortez, P.; Mendes, R.; Moreau, A.. "A Comparison of Data-Driven Approaches for Mobile Marketing User Conversion Prediction". 2018.
    10.1109/IS.2018.8710472
  6. Pereira, R.T.; Costa, H.; Carneiro, S.; Rocha, M.; Mendes, R.. "Reconstructing transcriptional Regulatory Networks using data integration and Text Mining". 2015.
    10.1109/BIBM.2015.7359907
  7. Rocha, O.; Vilaça, P.; Rocha, M.; Mendes, R.. "Reg4OptFlux: An OptFlux plug-in that comprises meta-heuristics approaches for Metabolic engineering using integrated models". 2014.
    10.1109/NaBIC.2014.6921882
  8. Mendes, R.; Lourenço, A.; Carneiro, S.; Rocha, M.; Rocha, I.; Ferreira, E.C.. "A framework for the integrated analysis of metabolic and regulatory networks". 2008.
    10.1109/BIBE.2008.4696727
  9. Rocha, M.; Mendes, R.; Maia, P.; Glez-P¿a, D.; Fdez-Riverola, F.. "A platform for the selection of genes in DNA microarraydata using evolutionary algorithms". 2007.
    10.1145/1276958.1277042
  10. Mendes, R.; Rocha, I.; Ferreira, E.C.; Rocha, M.. "A comparison of algorithms for the optimization of fermentation processes". 2006.
  11. Mendes, R.; Mohais, A.S.. "DynDE: A Differential Evolution for dynamic optimization problems". 2005.
  12. Kennedy, J.; Mendes, R.. "Neighborhood topologies in fully-informed and best-of-neighborhood particle swarms". 2003.
    10.1109/SMCIA.2003.1231342
  13. Mendes, R.; Cortez, P.; Rocha, M.; Neves, J.. "Particle swarms for feedforward neural network training". 2002.
  14. Kennedy, J.; Mendes, R.. "Population structure and particle swarm performance". 2002.
    10.1109/CEC.2002.1004493
  15. Rocha, M.; Mendes, R.; Cortez, P.; Neves, J.. "Sitting guests at a wedding party: Experiments on genetic and evolutionary constrained optimization". 2001.
Artigo em revista
  1. Pereira, P.J.; Cortez, P.; Mendes, R.. "Multi-objective Grammatical Evolution of Decision Trees for Mobile Marketing user conversion prediction". Expert Systems with Applications 168 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85097041616&partnerID=MN8TOARS.
    10.1016/j.eswa.2020.114287
  2. Paulo Cortez; Pedro José Pereira; Rui Mendes. "Multi-step time series prediction intervals using neuroevolution". Neural Computing and Applications (2019): https://doi.org/10.1007/s00521-019-04387-3.
    10.1007/s00521-019-04387-3
  3. Rocha, O.; Mendes, R.. "JBiclustGE: Java API with unified biclustering algorithms for gene expression data analysis". Knowledge-Based Systems 155 (2018): 83-87. http://www.scopus.com/inward/record.url?eid=2-s2.0-85046684992&partnerID=MN8TOARS.
    10.1016/j.knosys.2018.04.024
  4. Rafael Teodósio Pereira; Hugo Costa; Rui Mendes. "An approach towards the reconstruction of regulatory networks". Revista ComInG - Communications and Innovations Gazette 1 2 (2016): 15-15. https://doi.org/10.5902%2F2448190422639.
    10.5902/2448190422639
  5. Rocha, M.; Mendes, R.; Rocha, O.; Rocha, I.; Ferreira, E.C.. "Optimization of fed-batch fermentation processes with bio-inspired algorithms". Expert Systems with Applications 41 5 (2014): 2186-2195. http://www.scopus.com/inward/record.url?eid=2-s2.0-84890115029&partnerID=MN8TOARS.
    10.1016/j.eswa.2013.09.017
  6. Rafael Pereira; Rui Mendes. "Integrating Biological Databases in the Context of Transcriptional Regulatory Networks". International Journal of Bioscience, Biochemistry and Bioinformatics 4 5 (2014): 345-350. http://dx.doi.org/10.7763/ijbbb.2014.v4.368.
    10.7763/ijbbb.2014.v4.368
  7. Rocha, Miguel; Maia, Paulo; Mendes, Rui; Pinto, Jose P.; Ferreira, Eugenio C.; Nielsen, Jens; Patil, Kiran Raosaheb; Rocha, Isabel. "Natural computation meta-heuristics for the in silico optimization of microbial strains". Bmc Bioinformatics 9 (2008):
    10.1186/1471-2105-9-499
  8. Kennedy, James; Mendes, Rui. "Neighborhood topologies in fully informed and best-of-neighborhood particle swarms". Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on 36 4 (2006): 515-519.
    10.1109/TSMCC.2006.875410
  9. Mendes, R.; Kennedy, J.; Neves, J.. "The fully informed particle swarm: Simpler, maybe better". IEEE Transactions on Evolutionary Computation 8 3 (2004): 204-210. http://www.scopus.com/inward/record.url?eid=2-s2.0-3142781923&partnerID=MN8TOARS.
    10.1109/TEVC.2004.826074
  10. Mendes, R; Kennedy, J; Neves, J; IEEE. "Watch thy neighbor or how the swarm can learn from its environment". Proceedings of the 2003 Ieee Swarm Intelligence Symposium (Sis 03) (2003): 88-94.
    10.1109/SIS.2003.1202252
Capítulo de livro
  1. João Correia; Rui Mendes. "Neural Complexity Assessment: A Deep Learning Approach to Readability Classification for European Portuguese Corpora". 2021.
    10.1007/978-3-030-91608-4_30
  2. Mendes, R; Cortez, P; Rocha, M; Neves, J; IEEE. "Particle swarms for feedforward neural network training". 1895-1899. 2002.
    10.1109/IJCNN.2002.1007808
Livro
  1. Silva, S.; Cortez, P.; Mendes, R.; Pereira, P.J.; Matos, L.M.; Garcia, L.. A Categorical Clustering of Publishers for Mobile Performance Marketing. 2019.
    10.1007/978-3-319-94120-2_14
  2. Matos, L.M.; Cortez, P.; Mendes, R.C.; Moreau, A.. Using deep learning for ordinal classification of mobile marketing user conversion. 2019.
    10.1007/978-3-030-33607-3_7
  3. Pereira, P.J.; Pinto, P.; Mendes, R.; Cortez, P.; Moreau, A.. Using Neuroevolution for Predicting Mobile Marketing Conversion. 2019.
    10.1007/978-3-030-30244-3_31
  4. Pereira, P.J.; Cortez, P.; Mendes, R.. Multi-objective learning of neural network time series prediction intervals. 2017.
    10.1007/978-3-319-65340-2_46
  5. Pereira, R.; Mendes, R.. Current trends in bio-ontologies and data integration. 2013.
    10.1007/978-3-319-00551-5_69
  6. Mendes, R.; Rocha, I.; Pinto, J.P.; Ferreira, E.C.; Rocha, M.. Differential evolution for the offline and online optimization of fed-batch fermentation processes. 2008.
    10.1007/978-3-540-68830-3_13
  7. Rocha, M.; Mendes, R.; Maia, P.; Pinto, J.P.; Rocha, I.; Ferreira, E.C.. Evaluating simulated annealing algorithms in the optimization of bacterial strains. 2007.
  8. Mendes, R.; Kennedy, J.. Stochastic barycenters and beta distribution for gaussian particle swarms. 2007.
  9. Mohais, A.S.; Mendes, R.; Ward, C.; Posthoff, C.. Neighborhood re-structuring in particle swarm optimization. 2005.
    10.1007/11589990_80
  10. Mendes, R.; Neves, J.. What makes a successful society?: Experiments with population topologies in particle swarms. 2004.