A Comparison of Four Data Selection Methods for Artificial Neural Networks and Support Vector Machines. IFAC-PapersOnLine. 50, 11227–11232.(2017).
A Comparison of Energy Consumption Prediction Models Based on Neural Networks of a Bioclimatic Building. Energies. 9, 57.(2016).
A convex hull-based data selection method for data driven models. Applied Soft Computing. 47, 515 - 533.(2016).
The IMBPC HVAC system: A complete MBPC solution for existing HVAC systems. Energy and Buildings. 120, 145–158.(2016).
PVM-based intelligent predictive control of HVAC systems. 4th IFAC International Conference on Intelligent Control and Automation Sciences - ICONS'2016.(2016).
Unsupervised entropy-based selection of data sets for improved model fitting. Neural Networks (IJCNN), 2016 International Joint Conference on. 3330–3337.(2016).
Improving a neural networks based HVAC predictive control approach. Intelligent Signal Processing (WISP), 2015 IEEE 9th International Symposium on.(2015).
An Intelligent Weather Station. Sensors. 15, 31005–31022.(2015).
A neural-network based intelligent weather station. Intelligent Signal Processing (WISP), 2015 IEEE 9th International Symposium on.(2015).
A Randomized Approximation Convex Hull Algorithm for High Dimensions. 2nd IFAC Conference on Embedded Systems, Computer Intelligence and Telematics in Control (CESCIT) 2015.(2015).
Neural Network based HVAC Predictive Control. IFAC World Congress. 19, 3617–3622.(2014).
Seismic detection using support vector machines. Neurocomputing. 135, 273–283.(2014).
Exploiting the Functional Training Approach in Takagi-Sugeno Neuro-fuzzy Systems. Soft Computing Applications. 195, 543–559.(2013).
Forecasting the Portuguese Electricity Consumption using Least-Squares Support Vector Machines. ICONS'2013, 3rd IFAC Int. Conference on Intelligent Control and Automation Science. 406–411.(2013).
A Neural Network Based Intelligent Predictive Sensor for Cloudiness, Solar Radiation and Air Temperature. Sensors. 13, 9547–9548.(2013).
A simple algorithm for convex hull determination in high dimensions. Intelligent Signal Processing (WISP), 2013 IEEE 8th International Symposium on. 109–114.(2013).
A Support Vector Machine Seismic Detector for Early-Warning Applications. ICONS'2013 - 3rd IFAC International Conference on Intelligent Control. 400–405.(2013).