Detection of Non-Technical Losses on a Smart Distribution Grid Based on Artificial Intelligence Models by Souza, Murilo A., Gouveia, Hugo T. V., Ferreira, Aida A., de Lima Neta, Regina Maria, Nóbrega Neto, Otoni, da Silva Lira, Milde Maria, Torres, Geraldo L., de Aquino, Ronaldo R. B.

Get full text

An approach to reservoir computing design and training by Ferreira, Aida A., Ludermir, Teresa B., de Aquino, Ronaldo R.B.

Get full text

Application of Augmented Echo State Networks and Genetic Algorithm to Improve Short-Term Wind Speed Forecasting by Gouveia, Hugo T. V., Souza, Murilo A., Ferreira, Aida A., de Albuquerque, Jonata C., Nóbrega Neto, Otoni, da Silva Lira, Milde Maria, de Aquino, Ronaldo R. B.

Get full text

Power Curve Modelling for Wind Turbine Using Artificial Intelligence Tools and Pre-established Inference Criteria by Jonata C. de Albuquerque, Ronaldo R. B. de Aquino, Otoni Nobrega Neto, Milde M. S. Lira, Aida A. Ferreira, Manoel Afonso de Carvalho

Get full text

Creating extreme weather time series through a quantile regression ensemble by Herrera, Manuel, Ramallo-González, Alfonso P., Eames, Matthew, Ferreira, Aida A., Coley, David A.

Get full text

SAX-quantile based multiresolution approach for finding heatwave events in summer temperature time series by Herrera, Manuel, Ferreira, Aida A., Coley, David A., de Aquino, Ronaldo R.B.

Get full text

The impact of frailty on survival in elderly intensive care patients with COVID-19: the COVIP study by Jung, Christian, Flaatten, Hans, Fjølner, Jesper, Bruno, Raphael Romano, Wernly, Bernhard, Artigas, Antonio, Bollen Pinto, Bernardo, Schefold, Joerg C, Wolff, Georg, Kelm, Malte, Beil, Michael, Sviri, Sigal, van Heerden, Peter Vernon, Szczeklik, Wojciech, Czuczwar, Miroslaw, Elhadi, Muhammed, Joannidis, Michael, Oeyen, Sandra, Zafeiridis, Tilemachos, Marsh, Brian, Andersen, Finn H, Moreno, Rui, Cecconi, Maurizio, Leaver, Susannah, Boumendil, Ariane, De Lange, Dylan W, Guidet, Bertrand

Get full text

Recommendations of the Working Groups from the Spanish Society of Intensive and Critical Care Medicine and Coronary Units (SEMICYUC) for the management of adult critically ill pati... by Ballesteros Sanz, M.Á., Hernández-Tejedor, A., Estella, Á., Jiménez Rivera, J.J., González de Molina Ortiz, F.J., Sandiumenge Camps, A., Vidal Cortés, P., de Haro, C., Aguilar Alonso, E., Bordejé Laguna, L., García Sáez, I., Bodí, M., García Sánchez, M., Párraga Ramírez, M.J., Alcaraz Peñarrocha, R.M., Amézaga Menéndez, R., Burgueño Laguía, P.

Get full text

Echo state networks, artificial neural networks and fuzzy systems models for improve short-term wind speed forecasting by de Aquino, Ronaldo R. B., Souza, Ramon B., Nobrega Neto, Otoni, Lira, Milde M. S., Carvalho, Manoel A., Ferreira, Aida A.

Request full text

Evolutionary strategy for simultaneous optimization of parameters, topology and reservoir weights in Echo State Networks by Ferreira, Aida A, Ludermir, Teresa B

Request full text

Improving reservoir based wind power forecasting with ensembles by de Aquino, Ronaldo R. B., Ludermir, Teresa B., Ferreira, Aida A., Nobrega Neto, Otoni, Souza, Ramon B., Lira, Milde M. S., Carvalho, Manoel A.

Request full text

Investigating the use of Reservoir Computing for forecasting the hourly wind speed in short -term by Ferreira, A.A., Ludermir, T.B., de Aquino, R.R.B., Lira, M.M.S., Neto, O.N.

Request full text

Comparing evolutionary methods for reservoir computing pre-training by Ferreira, A. A., Ludermir, T. B.

Request full text

Genetic algorithm for reservoir computing optimization by Ferreira, A.A., Ludermir, T.B.

Request full text

Assessment of power curves in models of wind power forecasting by de Aquino, Ronaldo R. B., de Albuquerque, Jonata C., Neto, Otoni Nobrega, Lira, Milde M. S., Carvalho, Manoel A., Codeceira Neto, Alcides, Ferreira, Aida A.

Request full text

Comparing recurrent networks for time-series forecasting by Ferreira, A. A., Ludermir, T. B., de Aquino, R. R. B.

Request full text

Forecasting models of wind power in Northeastern of Brazil by de Aquino, Ronaldo R. B., Ludermir, Teresa B., Nobrega Neto, Otoni, Ferreira, Aida A., Lira, Milde M. S., Carvalho, Manoel A.

Request full text

Wind forecasting and wind power generation: Looking for the best model based on artificial intelligence by de Aquino, Ronaldo R. B., Gouveia, Hugo T. V., Lira, Milde M. S., Ferreira, Aida A., Neto, Otoni Nobrega, Carvalho, Manoel A.

Request full text

Short-term load forecasting for electrical regional of a distribution utility considering temperature by de Aquino, R. R. B., Ferreira, A. A., Lira, M. M. S., Neto, O. N., Amorim, P. S., Diniz, C. F. D., da Silveira, T. M. A.

Request full text

Combining Multiple Artificial Neural Networks Using Random Committee to Decide upon Electrical Disturbance Classification by Lira, Milde M. S., de Aquino, Ronaldo R. B., Ferreira, Aida A., Carvalho, Manoel A., Neto, Otoni Nobrega, Santos, Gabriela S. M.

Request full text