Journal articles and Book Chapters

(in press) [ PDF ] [ DOI ]

Seismic Detection using Support Vector Machines

Ruano, António E., Madureira, G., Barros, O., Khosravani, H.R., Ruano, M.G., and Ferreira, Pedro M.

Neurocomputing, Vol. 135, pp. 273-283, 2014.

Digital Object Identifier: 10.1016/j.neucom.2013.12.020

[ PDF ] [ DOI ]

Exploiting the functional training approach in Takagi-Sugeno neuro-fuzzy systems

Cabrita, C., Ruano, António E., Ferreira, Pedro M., and Kóczy, László T.

in Soft Computing Applications

Advances in Intelligent Systems and Computing, Vol. 195, pp. 543-559, 2013, Springer Berlin Heidelberg.

Digital Object Identifier: 10.1007/978-3-642-33941-7_48

(in press) [ PDF ] [ DOI ]

Neural networks based predictive control for thermal comfort and energy savings in public buildings

Ferreira, Pedro M., Ruano, António E., Silva, Sergio, and Conceição, E.Z.E.

Energy and Buildings, Vol. 55, pp. 238-251, 2012.

Digital Object Identifier: 10.1016/j.enbuild.2012.08.002

[ PDF ] [ DOI ]

A Neural Network Based Intelligent Predictive Sensor for Cloudiness, Solar Radiation and Air Temperature

Ferreira, Pedro M., Gomes, João M., Martins, Igor A.C., and Ruano, António E.

Sensors, 12(11), pp. 15750-15777, 2012.

Digital Object Identifier: 10.3390/s121115750

[ PDF ] [ DOI ]

Performance of inter-tidal topography video monitoring of a meso-tidal reflective beach in South Portugal

Vousdoukas, M.I., Ferreira, Pedro M., Almeida, L.P., Dodet, G., Psaros, F., Andriolo, U., Taborda, R., Silva, A.N., Ruano, António E., and Ferreira, Ó

Ocean Dynamics, 61(10), pp. 1521-1540, 2011.

Digital Object Identifier: 10.1007/s10236-011-0440-5

[ PDF ] [ DOI ]

Evolutionary Neural Network Models Identification: Evolving Task-Optimised Models

Ferreira, Pedro M., and Ruano, António E.

in New Advances in Intelligent Signal Processing

Studies in Computational Intelligence, Vol. 372/2011, pp. 21-53, 2011, Springer.

Digital Object Identifier: 10.1007/978-3-642-11739-8_2

(in Spanish) [ PDF ]

Diagnóstico de CVA Isquémicos Asistido por Redes Neuronales Mediante la Exploración por CT

Ribeiro, Luis, Ruano, António E., Ruano, Maria G., and Ferreira, Pedro M.

in Métodos de processamiento avanzado e inteligencia artificial en sistemas sensores y biosensores

pp. 415-424, 2009, Editorial Reverté.

[ PDF ] [ DOI ]

MOGA Design of Neural Network Predictors of Inside Temperature in Public Buildings

Ruano, A., Crispim, E., and Frazão, P.

in Soft Computing Based Modeling in Intelligent Systems

Studies in Computational Intelligence, Vol. 196, pp. 35-61, 2009, Springer Berlin / Heidelberg.

Digital Object Identifier: 10.1007/978-3-642-00448-3_3

[ DOI ]

On-line Sliding-Window Methods for Process Model Adaptation

Ferreira, Pedro M., and Ruano, António E.

IEEE Transactions on Instrumentation and Measurement, 58(9), pp. 3012-3020, 2009.

Digital Object Identifier: 10.1109/tim.2009.2016818

[ PDF ]

Prediction of the Solar Radiation Evolution Using Computational Intelligence Techniques and Cloudiness Indices

Crispim, Eduardo M., Ferreira, Pedro M., and Ruano, António E.

International Journal of Innovative Computing , Information and Control, 4(5), pp. 1121-1133, 2008.

[ Google Books ]

An Overview of Non-linear Identification and Control with Neural Networks

Ruano, António E., Ferreira, Pedro M., and Fonseca, C.M.

in Intelligent Control Using Soft-Computing Methodologies

Control Series, Vol. 70, pp. 37-87, 2005, IEE Publishing.

[ DOI ]

Neural Network Models in Greenhouse Air Temperature Prediction

Ferreira, Pedro M., Faria, E.A., and Ruano, António E.

Neurocomputing, 43(1-4), pp. 51-75, 2002.

Digital Object Identifier: 10.1016/S0925-2312(01)00620-8

Design and Implementation of a Real-Time Data Acquisition System for the Identification of Dynamic Temperature Models in a Hydroponic Greenhouse

Ferreira, Pedro M., Faria, E.A., and Ruano, António E.

Acta Horticulturae, Vol. 519, pp. 191-197, 2000.