Neural networks based predictive control for thermal comfort and energy savings in public buildings PM Ferreira, AE Ruano, S Silva, EZE Conceicao Energy and Buildings 55, 238-251, 2012 | 486 | 2012 |
Neural network models in greenhouse air temperature prediction PM Ferreira, EA Faria, AE Ruano Neurocomputing 43 (1), 51-75, 2002 | 286 | 2002 |
A Comparison of Energy Consumption Prediction Models Based on Neural Networks of a Bioclimatic Building HR Khosravani, MDM Castilla, M Berenguel, AE Ruano, PM Ferreira Energies 9 (1), 57, 2016 | 144 | 2016 |
Cyberthreat Detection from Twitter using Deep Neural Networks N Dionísio, F Alves, PM Ferreira, A Bessani 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 121 | 2019 |
Performance of intertidal topography video monitoring of a meso-tidal reflective beach in South Portugal MI Vousdoukas, PM Ferreira, LP Almeida, G Dodet, F Psaros, U Andriolo, ... Ocean Dynamics 61, 1521-1540, 2011 | 81 | 2011 |
Seismic detection using support vector machines AE Ruano, G Madureira, O Barros, HR Khosravani, MG Ruano, ... Neurocomputing 135, 273-283, 2014 | 78 | 2014 |
Exploiting the separability of linear and nonlinear parameters in radial basis function networks PM Ferreira, AE Ruano Adaptive Systems for Signal Processing, Communications, and Control …, 2000 | 70 | 2000 |
Processing tweets for cybersecurity threat awareness F Alves, A Bettini, PM Ferreira, A Bessani Information Systems 95, 101586, 2021 | 65 | 2021 |
An Intelligent Weather Station G Mestre, A Ruano, H Duarte, S Silva, H Khosravani, S Pesteh, ... Sensors 15 (12), 31005-31022, 2015 | 64 | 2015 |
The IMBPC HVAC system: A complete MBPC solution for existing HVAC systems AE Ruano, S Pesteh, S Silva, H Duarte, G Mestre, PM Ferreira, ... Energy and Buildings 120, 145-158, 2016 | 63 | 2016 |
Evolutionary Multiobjective Neural Network Models Identification: Evolving Task-Optimised Models PM Ferreira, A Ruano New Advances in Intelligent Signal Processing, 21-53, 2011 | 53 | 2011 |
Wireless Sensors and IoT Platform for Intelligent HVAC Control A Ruano, S Silva, H Duarte, PM Ferreira Applied Sciences 8 (3), 370, 2018 | 50 | 2018 |
Neural Network PMV Estimation for Model-Based Predictive Control of HVAC Systems PM Ferreira, SM Silva, AE Ruano, AT Négrier, EZE Conceiçao The 2012 International Joint Conference on Neural Networks (IJCNN); WCCI …, 2012 | 47 | 2012 |
An overview of nonlinear identification and control with neural networks AE Ruano, PM Ferreira, CM Fonseca IEE CONTROL ENGINEERING SERIES 70, 37-87, 2005 | 47 | 2005 |
Genetic assisted selection of RBF model structures for greenhouse inside air temperature prediction PM Ferreira, AE Ruano, CM Fonseca Control Applications, 2003. CCA 2003. Proceedings of 2003 IEEE Conference on …, 2003 | 45 | 2003 |
Correction: Ferreira, PM, et al. A Neural Network Based Intelligent Predictive Sensor for Cloudiness, Solar Radiation and Air Temperature. Sensors 2012, 12, 15750–15777 PM Ferreira, JM Gomes, IAC Martins, AE Ruano Sensors 13 (7), 9547-9548, 2013 | 43* | 2013 |
A Neural Network Based Intelligent Predictive Sensor for Cloudiness, Solar Radiation and Air Temperature PM Ferreira, JM Gomes, IAC Martins, AE Ruano Sensors 12 (11), 15750-15777, 2012 | 43 | 2012 |
Online Sliding-Window Methods for Process Model Adaptation PM Ferreira, AE Ruano Instrumentation and Measurement, IEEE Transactions on 58 (9), 3012-3020, 2009 | 42 | 2009 |
Prediction of the solar radiation evolution using computational intelligence techniques and cloudiness indices EM Crispim, PM Ferreira, AE Ruano International Journal of Innovative Computing, Information and Control 4 (5 …, 2008 | 40 | 2008 |
Evolutionary multiobjective design of radial basis function networks for greenhouse environmental control PM Ferreira, AE Ruano, CM Fonseca 16th IFAC World Congress 16 (1), 870-870, 2005 | 36 | 2005 |