• 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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