Aida A. Ferreira

ORCID

Publication Activity (10 Years)

Years Active: 2005-2019
Publications (10 Years): 5

Top Venues

Federal University of Pernambuco, Recife, Brazil (PHD)

Education History

Federal University of Pernambuco, Recife, Brazil

PHD

Publications

Aida A. Ferreira, Gilmar Brito, Lydia Nascimento da Silva, João Victor Mouzinho, Ryan Morais, Jonathan Romualdo Pereira
Synesthesia Vision integration with Recife's Public Transport. W4A (2019)
Manuel Herrera, Alfonso P. Ramallo-González, Matthew Eames, Aida A. Ferreira, David A. Coley
Creating extreme weather time series through a quantile regression ensemble. Environ. Model. Softw. 110 (2018)
Ronaldo R. B. de Aquino, Jonata C. de Albuquerque, Otoni Nóbrega Neto, Milde M. S. Lira, Manoel A. Carvalho, Alcides Codeceira Neto, Aida A. Ferreira
Assessment of power curves in models of wind power forecasting. IJCNN (2016)
Manuel Herrera, Aida A. Ferreira, David A. Coley, Ronaldo R. B. de Aquino
SAX-quantile based multiresolution approach for finding heatwave events in summer temperature time series. AI Commun. 29 (6) (2016)
Ronaldo R. B. de Aquino, Ramon B. Souza, Otoni Nóbrega Neto, Milde M. S. Lira, Manoel A. Carvalho, Aida A. Ferreira
Echo state networks, artificial neural networks and fuzzy systems models for improve short-term wind speed forecasting. IJCNN (2015)
Ronaldo R. B. de Aquino, Otoni Nóbrega Neto, Ramon B. Souza, Milde M. S. Lira, Manoel A. Carvalho, Teresa Bernarda Ludermir, Aida A. Ferreira
Investigating the use of Echo State Networks for prediction of wind power generation. CIES (2014)
Ronaldo R. B. de Aquino, Teresa Bernarda Ludermir, Aida A. Ferreira, Otoni Nóbrega Neto, Ramon B. Souza, Milde M. S. Lira, Manoel A. Carvalho
Improving reservoir based wind power forecasting with ensembles. SMC (2014)
Aida A. Ferreira, Teresa Bernarda Ludermir, Ronaldo R. B. de Aquino
An approach to reservoir computing design and training. Expert Syst. Appl. 40 (10) (2013)
Ronaldo R. B. de Aquino, Teresa Bernarda Ludermir, Otoni Nóbrega Neto, Aida A. Ferreira, Milde M. S. Lira, Manoel A. Carvalho
Forecasting models of wind power in Northeastern of Brazil. IJCNN (2013)
Ronaldo R. B. de Aquino, Hugo T. V. Gouveia, Milde M. S. Lira, Aida A. Ferreira, Otoni Nóbrega Neto, Manoel A. Carvalho
Wind forecasting and wind power generation: Looking for the best model based on artificial intelligence. IJCNN (2012)
Ronaldo R. B. de Aquino, Hugo T. V. Gouveia, Milde M. S. Lira, Aida A. Ferreira, Otoni Nóbrega Neto, Manoel A. Carvalho
Models Based on Neural Networks and Neuro-Fuzzy Systems for Wind Power Prediction Using Wavelet Transform as Data Preprocessing Method. EANN (2012)
Aida A. Ferreira, Teresa Bernarda Ludermir, Ronaldo R. B. de Aquino
Comparing recurrent networks for time-series forecasting. IJCNN (2012)
Ronaldo R. B. de Aquino, Aida A. Ferreira, Milde M. S. Lira, Otoni Nóbrega Neto, Priscila S. Amorim, Carlos F. D. Diniz, Tatiana M. A. de Silveira
Short-term load forecasting for electrical regional of a distribution utility considering temperature. IJCNN (2011)
Aida A. Ferreira, Teresa Bernarda Ludermir
Comparing evolutionary methods for reservoir computing pre-training. IJCNN (2011)
Aida A. Ferreira, Teresa Bernarda Ludermir
Evolutionary strategy for simultaneous optimization of parameters, topology and reservoir weights in Echo State Networks. IJCNN (2010)
Aida A. Ferreira, Teresa Bernarda Ludermir
Genetic algorithm for reservoir computing optimization. IJCNN (2009)
Aida A. Ferreira, Teresa Bernarda Ludermir
Using Reservoir Computing for Forecasting Time Series: Brazilian Case Study. HIS (2008)
Aida A. Ferreira, Teresa Bernarda Ludermir, Ronaldo R. B. de Aquino, Milde M. S. Lira, Otoni Nóbrega Neto
Investigating the use of Reservoir Computing for forecasting the hourly wind speed in short -term. IJCNN (2008)
Aida A. Ferreira, Francisco Nascimento Jr., Ing Ren Tsang, George D. C. Cavalcanti, Teresa Bernarda Ludermir, Ronaldo R. B. de Aquino
Analysis of mammogram using self-organizing neural networks based on spatial isomorphism. IJCNN (2007)
Ronaldo R. B. de Aquino, Otoni Nóbrega Neto, Milde M. S. Lira, Aida A. Ferreira, Katyusco F. Santos
Using Genetic Algorithm to Develop a Neural-Network-Based Load Forecasting. ICANN (2) (2007)
Ronaldo R. B. de Aquino, Geane B. Silva, Milde M. S. Lira, Aida A. Ferreira, Manoel A. Carvalho, Otoni Nóbrega Neto, Josinaldo B. de Oliveira
Combined Artificial Neural Network and Adaptive Neuro-Fuzzy Inference System for Improving a Short-Term Electric Load Forecasting. ICANN (2) (2007)
Ronaldo R. B. de Aquino, Otoni Nóbrega Neto, Milde M. S. Lira, Aida A. Ferreira, Manoel A. Carvalho, Geane B. Silva, Josinaldo B. de Oliveira
Development of an Artificial Neural Network by Genetic Algorithm to Mid-Term Load Forecasting. IJCNN (2007)
Milde M. S. Lira, Ronaldo R. B. de Aquino, Aida A. Ferreira, Manoel A. Carvalho, Otoni Nóbrega Neto, Gabriela S. M. Santos
Combining Multiple Artificial Neural Networks Using Random Committee to Decide upon Electrical Disturbance Classification. IJCNN (2007)
Milde M. S. Lira, Ronaldo R. B. de Aquino, Aida A. Ferreira, Manoel A. Carvalho, Otoni Nóbrega Neto, Gabriela S. M. Santos, Carlos Alberto B. de O. Lira
Boosting Algorithm to Improve a Voltage Waveform Classifier Based on Artificial Neural Network. ICANN (2) (2007)
Ronaldo R. B. de Aquino, Aida A. Ferreira, Manoel A. Carvalho, Milde M. S. Lira, Geane B. Silva, Otoni Nóbrega Neto
Development of a Hybrid Intelligent System for Electrical Load Forecasting. IBERAMIA-SBIA (2006)
Ronaldo R. B. de Aquino, Aida A. Ferreira, Milde M. S. Lira, Geane B. Silva, Otoni Nóbrega Neto, J. B. Oliveira, Carlos F. D. Diniz, J. Fideles
A Hybrid Intelligent System for Short and Mid-term Forecasting for the CELPE Distribution Utility. IJCNN (2006)
Ronaldo R. B. de Aquino, Aida A. Ferreira, Manoel A. Carvalho, Milde M. S. Lira, Geane B. Silva, Otoni Nóbrega Neto
Combining Artificial Neural Networks and Heuristic Rules in a Hybrid Intelligent Load Forecast System. ICANN (2) (2006)
Milde M. S. Lira, Ronaldo R. B. de Aquino, Aida A. Ferreira, Manoel A. Carvalho, Carlos Alberto B. de O. Lira
Improving Disturbance Classification by Combining Multiple Artificial Neural Networks. IJCNN (2006)
Aida A. Ferreira, Teresa Bernarda Ludermir, Ronaldo R. B. de Aquino
Comparing Neural Network Architecture for Pattern Recognize System on Artificial Noses. ICANN (1) (2005)

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Publication Activity (10 Years)

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Aida A. Ferreira