Pedro M. Ferreira
Contactos
Departamento de InformáticaSala/Gabinete 6.3.21
Ext. Principal 26321
Telefone Direto 217500645
Email pmferreira@ciencias.ulisboa.pt
Página Pessoal
Carreira Docente Universitário
Categoria Professor Auxiliar
Indicadores
Google ScholarInteresses Científicos
Computational Intelligence and Machine learning;
Distributed scalable machine learning;
Predictive Systems;
Process Modelling;
Time-series Forecasting;
Energy efficiency.
Scientific Interests
Computational Intelligence and Machine learning;
Distributed scalable machine learning;
Predictive Systems;
Process Modelling;
Time-series Forecasting;
Energy efficiency.
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.
- 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, AE Ruano, "Online Sliding-Window Methods for Process Model Adaptation", Instrumentation and Measurement, IEEE Transactions on 58 (9), 3012-3020, IEEE, 2009
- PM Ferreira, EA Faria, AE Ruano, "Neural network models in greenhouse air temperature prediction", Neurocomputing 43 (1), 51-75, Elsevier, 2002