Pedro M. Ferreira

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Antonio RuanoProfessor of Control Systems, University of AlgarveVerified email at ualg.pt
Hamid Reza KhosravaniSenior Lecturer, Computing Department, Westminster International University in TashkentVerified email at wiut.uz
Alysson BessaniLASIGE, Dep. de Informática, Faculdade de Ciências da Universidade de LisboaVerified email at ciencias.ulisboa.pt
Fernando AlvesLASIGE, Faculdade de Ciências, Universidade de Lisboa, PortugalVerified email at fc.ul.pt
Eusébio Zeferino Encarnação da Con...Professor da Faculdade de Ciências e Tecnologia da Universidade do AlgarveVerified email at ualg.pt
António CasimiroLASIGE, Departamento de Informática, Faculdade de Ciências, Universidade de Lisboa, PortugalVerified email at di.fc.ul.pt
M. Graça RuanoProfessor of Signal Processing at University of AlgarveVerified email at ualg.pt
José CecílioLASIGE, Dep. Informática, Faculdade de Ciências, Universidade de Lisboa, PortugalVerified email at fc.ul.pt
Carlos M. FonsecaDepartment of Informatics Engineering, University of CoimbraVerified email at dei.uc.pt
Nuno DionísioLASIGE, Informática, Faculdade de Ciências, Universidade de LisboaVerified email at fc.ul.pt
Rui PestanaVerified email at ren.pt
Laszlo T. KoczyBudapest University of Technology and EconomicsVerified email at tmit.bme.hu
Michalis VousdoukasDepartment of Marine Sciences, University of the AegeanVerified email at marine.aegean.gr
Luis Pedro Melo de AlmeidaCoLAB +ATLANTICVerified email at colabatlantic.com
Guillaume DodetVerified email at ifremer.fr
María del Mar Castilla NietoUniversity of AlmeríaVerified email at ual.es
Manuel BerenguelProfessor of Automatic Control, University of Almeria (Universidad de Almeria) - CIESOL - ceiA3Verified email at ual.es
Ilir GashiReader, Centre for Software Reliability, City University LondonVerified email at city.ac.uk
Rui TabordaUniversidade de LisboaVerified email at fc.ul.pt
Óscar FerreiraProfessor Associado Universidade do AlgarveVerified email at ualg.pt

Pedro M. Ferreira

LASIGE, Departamento de Informática, Faculdade de Ciências, Universidade de Lisboa, Portugal

Verified email at ciencias.ulisboa.pt - Homepage

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


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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	508	2012
Neural network models in greenhouse air temperature prediction PM Ferreira, EA Faria, AE Ruano Neurocomputing 43 (1), 51-75, 2002	293	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	152	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	137	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	85	2011
Seismic detection using support vector machines AE Ruano, G Madureira, O Barros, HR Khosravani, MG Ruano, ... Neurocomputing 135, 273-283, 2014	78	2014
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	76	2016
Processing tweets for cybersecurity threat awareness F Alves, A Bettini, PM Ferreira, A Bessani Information Systems 95, 101586, 2021	75	2021
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	71	2000
An Intelligent Weather Station G Mestre, A Ruano, H Duarte, S Silva, H Khosravani, S Pesteh, ... Sensors 15 (12), 31005-31022, 2015	65	2015
Evolutionary Multiobjective Neural Network Models Identification: Evolving Task-Optimised Models PM Ferreira, A Ruano New Advances in Intelligent Signal Processing, 21-53, 2011	54	2011
Wireless Sensors and IoT Platform for Intelligent HVAC Control A Ruano, S Silva, H Duarte, PM Ferreira Applied Sciences 8 (3), 370, 2018	53	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	48	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	46	2003
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	43	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	43	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
A convex hull-based data selection method for data driven models HR Khosravani, AE Ruano, PM Ferreira Applied Soft Computing 47, 515–533, 2016	35	2016

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