Pedro Frazão Ferreira

Contactos

Departamento de Informática

Sala/Gabinete 6.3.20
Ext. Principal 526320
Telefone Direto 217500645
Extensão pessoal 526320
Email pmferreira@ciencias.ulisboa.pt

Carreira Docente Universitário
Categoria Professor Associado

Indicadores

Orcid
Scopus
Google Scholar
CiênciaVitae
Interesses Científicos

Cyber-Physical Systems; Data-Driven CyberSecurity; Buildings Energy Efficiency; Neural Networks; Machine Learning


Scientific Interests

Cyber-Physical Systems; Data-Driven CyberSecurity; Buildings Energy Efficiency; Neural Networks; Machine Learning


Publicações selecionadas
  • Pedro M. Ferreira, "Entropy Based Unsupervised Selection of Data Sets for Improved Model Fitting", in Proceedings of the 2016 International Joint Conference on Neural Networks (World Congress on Computational Intelligence), IEEE, Vancouver, Canada, July 2016. (Accepted)
  • Antonio E Ruano, Shabnam Pesteh, Sergio Silva, Helder Duarte, Gonçalo Mestre, Pedro M Ferreira, Hamid R Khosravani, Ricardo Horta, "The IMBPC HVAC system: A complete MBPC solution for existing HVAC systems", Energy and Buildings, 120, pp. 145-158, Elsevier, 2016.
  • Dionísio, N., Alves, F., Ferreira, P.M. and Bessani, A., 2019, July. Cyberthreat detection from twitter using deep neural networks. In 2019 international joint conference on neural networks (IJCNN) (pp. 1-8). IEEE.
  • PM Ferreira, AE Ruano, S Silva, EZE Conceicao, "Neural networks based predictive control for thermal comfort and energy savings in public buildings", Energy and Buildings, 55, pp. 238-251, Elsevier, 2012
  • PM Ferreira, EA Faria, AE Ruano, "Neural network models in greenhouse air temperature prediction", Neurocomputing 43 (1), 51-75, Elsevier, 2002

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