Publications

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2014
Ruano, A. E., and P. M. Ferreira, "Neural Network based HVAC Predictive Control", IFAC World Congress, vol. 19, no. 1: International Federation for Automatic Control, pp. 3617–3622, 2014.
Ruano, A. E., G. Madureira, O. Barros, HR. Khosravani, G. M Ruano, and P. Ferreira, "Seismic detection using support vector machines", Neurocomputing, vol. 135: Elsevier, pp. 273–283, 2014.
2013
Cabrita, C. L., A. E. Ruano, P. M. Ferreira, and L. T. Kóczy, "Exploiting the Functional Training Approach in Takagi-Sugeno Neuro-fuzzy Systems", Soft Computing Applications, Balas, Valentina Emilia and Fodor, János and Várkonyi-Kóczy, Annamária R. and Dombi, Joszef and Jain, Lakhmi C., vol. 195, no. Advances in Intelligent Systems and Computing: Springer Berlin Heidelberg, pp. 543–559, 2013.
Ferreira, P. M., I. D. Cuambe, A. E. Ruano, and R. Pestana, "Forecasting the Portuguese Electricity Consumption using Least-Squares Support Vector Machines", ICONS'2013, 3rd IFAC Int. Conference on Intelligent Control and Automation Science: IFAC, pp. 406–411, 2013.
Ferreira, P. M., J. M. Gomes, I. A. C. Martins, and A. E. Ruano, "A Neural Network Based Intelligent Predictive Sensor for Cloudiness, Solar Radiation and Air Temperature", Sensors, vol. 13, no. 7: Multidisciplinary Digital Publishing Institute, pp. 9547–9548, 2013.
Khosravani, HR., A. E. Ruano, and P. M. Ferreira, "A simple algorithm for convex hull determination in high dimensions", Intelligent Signal Processing (WISP), 2013 IEEE 8th International Symposium on: IEEE, pp. 109–114, 09/2013.
Ruano, A. E., G. Madureira, O. Barros, HR. Khosravani, M. G. Ruano, and P. M. Ferreira, "A Support Vector Machine Seismic Detector for Early-Warning Applications", ICONS'2013 - 3rd IFAC International Conference on Intelligent Control, pp. 400–405, 2013.