Publications

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2018
Khosravani, H., A. Ruano, and PM. Ferreira, "A New Convex Hull, Sliding Window Based Online Adaptation Method", IFAC-PapersOnLine, vol. 51, no. 10: Elsevier, pp. 211–216, 2018.
Ruano, A., S. Silva, H. Duarte, and P. M. Ferreira, "Wireless Sensors and IoT Platform for Intelligent HVAC Control", Applied Sciences, vol. 8, no. 3: Multidisciplinary Digital Publishing Institute, pp. 370, 2018.
2016
Khosravani, H. R., M. Del Mar Castilla, M. Berenguel, A. E. Ruano, and P. M. Ferreira, "A Comparison of Energy Consumption Prediction Models Based on Neural Networks of a Bioclimatic Building", Energies, vol. 9, pp. 57, 2016.
Khosravani, H.R.., A.E.. Ruano, and P. M. Ferreira, "A convex hull-based data selection method for data driven models", Applied Soft Computing, vol. 47, pp. 515 - 533, 2016.
Ruano, A. E., S. Pesteh, S. Silva, H. Duarte, G. Mestre, P. M. Ferreira, H. R. Khosravani, and R. Horta, "The IMBPC HVAC system: A complete MBPC solution for existing HVAC systems", Energy and Buildings, vol. 120: Elsevier, pp. 145–158, 2016.
Ruano, A., S. Pesteh, S. Silva, H. Duarte, G. Mestre, PM. Ferreira, H. Khosravani, and R. Horta, "PVM-based intelligent predictive control of HVAC systems", IFAC-PapersOnLine, vol. 49, no. 5: Elsevier, pp. 371–376, 2016.
Ruano, A., S. Pesteh, S. Silva, H. Duarte, G. Mestre, P. M. Ferreira, H. Reza Khosravani, and R. Horta, "PVM-based intelligent predictive control of HVAC systems", 4th IFAC International Conference on Intelligent Control and Automation Sciences - ICONS'2016, Reims, France, IFAC, June, 2016.
Ruano, AE., PM. Ferreira, H. Duarte, S. Silva, and MG. Ruano, "Self-Powered Wireless Sensor Network Designed for Energy Saving in HVAC Systems", Proceedings of the International Conference on Wireless Networks (ICWN): The Steering Committee of The World Congress in Computer Science, Computer Engineering and Applied Computing (WorldComp), pp. 36, 2016.
Ferreira, P. M., "Unsupervised entropy-based selection of data sets for improved model fitting", Neural Networks (IJCNN), 2016 International Joint Conference on: IEEE, pp. 3330–3337, 2016.
2015
Ruano, A.E.., S.. Silva, S.. Pesteh, P. M. Ferreira, H.. Duarte, G.. Mestre, H.. Khosravani, and R.. Horta, "Improving a neural networks based HVAC predictive control approach", Intelligent Signal Processing (WISP), 2015 IEEE 9th International Symposium on, May, 2015.
Mestre, G., A. Ruano, H. Duarte, S. Silva, H. Khosravani, S. Pesteh, P. M. Ferreira, and R. Horta, "An Intelligent Weather Station", Sensors, vol. 15, pp. 31005–31022, 2015.
Ruano, A.E.., G.. Mestre, H.. Duarte, S.. Silva, S.. Pesteh, H.. Khosravani, P. M. Ferreira, and R.. Horta, "A neural-network based intelligent weather station", Intelligent Signal Processing (WISP), 2015 IEEE 9th International Symposium on, May, 2015.
Ruano, A., H. Reza Khosravani, and P. M. Ferreira, "A Randomized Approximation Convex Hull Algorithm for High Dimensions", 2nd IFAC Conference on Embedded Systems, Computer Intelligence and Telematics in Control (CESCIT) 2015, Maribor, Slovenia" issn = "2405-8963, June, 2015.
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.