Ricardo de A. Araújo

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 11

Top Topics

Financial Time Series

Top Venues

Expert Syst. Appl.

Swarm Evol. Comput.

Publications

Ricardo de A. Araújo, Paulo S. G. de Mattos Neto, Nadia Nedjah, Sérgio C. B. Soares
On the Sea Surface Temperature Forecasting Problem with Deep Dilation-Erosion-Linear Models. Big Data Res. 36 (2024)
Ricardo de A. Araújo, Paulo S. G. de Mattos Neto, Nadia Nedjah, Sérgio Castelo Branco Soares
An error correction system for sea surface temperature prediction. Neural Comput. Appl. 35 (16) (2023)
Ricardo de A. Araújo, Nadia Nedjah, Adriano L. I. Oliveira, Silvio Romero de Lemos Meira
A deep increasing-decreasing-linear neural network for financial time series prediction. Neurocomputing 347 (2019)
Ricardo de A. Araújo, Nadia Nedjah, José Manoel de Seixas, Adriano L. I. Oliveira, Silvio Romero de Lemos Meira
Evolutionary-morphological learning machines for high-frequency financial time series prediction. Swarm Evol. Comput. 42 (2018)
Jose Thiago H. de A. Cabral, Ricardo de A. Araújo, Jarley Palmeira Nóbrega, Adriano L. I. Oliveira
Heterogeneous Ensemble Dynamic Selection for Software Development Effort Estimation. ICTAI (2017)
Ricardo de A. Araújo, Adriano Lorena Inácio de Oliveira, Silvio Romero de Lemos Meira
On the problem of forecasting air pollutant concentration with morphological models. Neurocomputing 265 (2017)
Ricardo de A. Araújo, Adriano L. I. Oliveira, Silvio Romero de Lemos Meira
A morphological neural network for binary classification problems. Eng. Appl. Artif. Intell. 65 (2017)
Ricardo de A. Araújo, Adriano L. I. Oliveira, Silvio Romero de Lemos Meira
A class of hybrid multilayer perceptrons for software development effort estimation problems. Expert Syst. Appl. 90 (2017)
Ricardo de A. Araújo, Adriano L. I. de Oliveira, Silvio Romero de Lemos Meira
A hybrid model for high-frequency stock market forecasting. Expert Syst. Appl. 42 (8) (2015)
Ricardo de A. Araújo, Adriano L. I. Oliveira, Silvio Romero de Lemos Meira
A Model with Evolutionary Covariance-based Learning for High-Frequency Financial Forecasting. GECCO (2015)
Ricardo de A. Araújo, Adriano L. I. de Oliveira, Silvio Romero de Lemos Meira
A prediction model for high-frequency financial time series. IJCNN (2015)
Ricardo de A. Araújo, Tiago A. E. Ferreira
A Morphological-Rank-Linear evolutionary method for stock market prediction. Inf. Sci. 237 (2013)
Ricardo de A. Araújo, Adriano L. I. Oliveira, Silvio R. L. Meira
A learning process based on covariance matrix adaptation for morphological-linear perceptrons. IEEE Congress on Evolutionary Computation (2013)
Ricardo de A. Araújo
Evolutionary Learning Processes to Design the Dilation-Erosion Perceptron for Weather Forecasting. Neural Process. Lett. 37 (3) (2013)
Ricardo de A. Araújo
A robust automatic phase-adjustment method for financial forecasting. Knowl. Based Syst. 27 (2012)
Ricardo de A. Araújo, Adriano L. I. Oliveira, Silvio R. L. Meira
A Hybrid Model for S&P500 Index Forecasting. ICANN (2) (2012)
Ricardo de A. Araújo, Sérgio Soares, Adriano L. I. Oliveira
Hybrid morphological methodology for software development cost estimation. Expert Syst. Appl. 39 (6) (2012)
Ricardo de A. Araújo, Adriano L. I. Oliveira, Sérgio Soares, Silvio R. L. Meira
An evolutionary morphological approach for software development cost estimation. Neural Networks 32 (2012)
Ricardo de A. Araújo
A morphological perceptron with gradient-based learning for Brazilian stock market forecasting. Neural Networks 28 (2012)
Ricardo de A. Araújo, Adriano L. I. Oliveira, Silvio R. L. Meira
A Dilation-Erosion-Linear Perceptron for Bovespa Index Prediction. IDEAL (2012)
Ricardo de A. Araújo, Adriano L. I. Oliveira, Sérgio C. B. Soares, Silvio R. L. Meira
Designing dilation-erosion perceptrons with differential evolutionary learning for air pressure forecasting. IJCNN (2011)
Ricardo de A. Araújo
A class of hybrid morphological perceptrons with application in time series forecasting. Knowl. Based Syst. 24 (4) (2011)
Ricardo de A. Araújo
Translation Invariant Morphological Time-lag Added Evolutionary Forecasting method for stock market prediction. Expert Syst. Appl. 38 (3) (2011)
Ricardo de A. Araújo, Adriano L. I. Oliveira, Sérgio Soares, Silvio R. L. Meira
Dilation-erosion perceptrons with evolutionary learning for weather forecasting. SMC (2011)
Ricardo de A. Araújo, Adriano L. I. Oliveira, Sérgio C. B. Soares, Silvio R. L. Meira
Gradient-based morphological approach for software development cost estimation. IJCNN (2011)
Ricardo de A. Araújo, Adriano Lorena Inácio de Oliveira, Sérgio C. B. Soares
A shift-invariant morphological system for software development cost estimation. Expert Syst. Appl. 38 (4) (2011)
Ricardo de A. Araújo, Peter Sussner
An increasing hybrid morphological-linear perceptron with pseudo-gradient-based learning and phase adjustment for financial time series prediction. IJCNN (2010)
Ricardo de A. Araújo, Adriano L. I. de Oliveira, Sérgio C. B. Soares
A covariance matrix adaptation based evolutionary methodology for phase adjustment in financial time series forecasting. GECCO (2010)
Ricardo de A. Araújo
Hybrid intelligent methodology to design translation invariant morphological operators for Brazilian stock market prediction. Neural Networks 23 (10) (2010)
Ricardo de A. Araújo
A Hybrid Intelligent Morphological Approach for Stock Market Forecasting. Neural Process. Lett. 31 (3) (2010)
Ricardo de A. Araújo, Adriano L. I. de Oliveira, Sérgio Soares
Hybrid Intelligent Design of Morphological-Rank-Linear Perceptrons for Software Development Cost Estimation. ICTAI (1) (2010)
Ricardo de A. Araújo, Adriano L. I. de Oliveira, Sérgio C. B. Soares
A quantum-inspired hybrid methodology for financial time series prediction. IJCNN (2010)
Ricardo de A. Araújo, Adriano L. I. de Oliveira, Sérgio Soares
Overcoming the random walk dilemma using a Covariance Matrix Adaptation Evolutionary method. SMC (2010)
Ricardo de A. Araújo, Adriano L. I. de Oliveira, Sérgio C. B. Soares
Hybrid evolutionary quantum inspired method to adjust time phase distortions in financial time series. SAC (2010)
Ricardo de A. Araújo
Swarm-based translation-invariant morphological prediction method for financial time series forecasting. Inf. Sci. 180 (24) (2010)
Ricardo de A. Araújo
A quantum-inspired evolutionary hybrid intelligent approach for stock market prediction. Int. J. Intell. Comput. Cybern. 3 (1) (2010)
Ricardo de A. Araújo, Peter Sussner
An Increasing Hybrid Morphological-Linear Perceptron with Evolutionary Learning and Phase Correction for Financial Time Series Forecasting. HAIS (2) (2010)
Júlio César Taveira, Cristiane Queiroz, Rômulo Lima, Juliana Saraiva, Sérgio Soares, Hítalo Oliveira da Silva, Nathalia Temudo, Ricardo de A. Araújo, Jefferson Silva de Amorim, Fernando Castor, Emanoel Francisco Spósito Barreiros
Assessing Intra-application Exception Handling Reuse with Aspects. SBES (2009)
Ricardo de A. Araújo, Adriano L. I. de Oliveira, Sérgio C. B. Soares
A Morphological-Rank-Linear Approach for Software Development Cost Estimation. ICTAI (2009)
Ricardo de A. Araújo, Tiago A. E. Ferreira
An intelligent hybrid morphological-rank-linear method for financial time series prediction. Neurocomputing 72 (10-12) (2009)
Ricardo de A. Araújo, Aranildo Rodrigues Lima Junior, Tiago Alessandro Espínola Ferreira
Morphological-Rank-Linear Time-lag Added Evolutionary Forecasting method for financial time series forecasting. IEEE Congress on Evolutionary Computation (2008)
Ricardo de A. Araújo, Aranildo Rodrigues Lima Junior, Tiago Alessandro Espínola Ferreira
A Quantum-Inspired Intelligent Hybrid method for stock market forecasting. IEEE Congress on Evolutionary Computation (2008)
Aranildo Rodrigues Lima Junior, Tiago Alessandro Espínola Ferreira, Ricardo de A. Araújo
An experimental study with a Hybrid method for tuning neural network for time series prediction. IEEE Congress on Evolutionary Computation (2008)
Ricardo de A. Araújo, Germano C. Vasconcelos, Tiago A. E. Ferreira
An evolutionary Morphological-Rank-Linear approach for time series prediction. IEEE Congress on Evolutionary Computation (2007)
Ricardo de A. Araújo, Robson P. de Sousa, Tiago A. E. Ferreira
An Intelligent Hybrid Approach for Designing Increasing Translation Invariant Morphological Operators for Time Series Forecasting. ISNN (2) (2007)
Ricardo de A. Araújo, Germano C. Vasconcelos, Tiago A. E. Ferreira
Hybrid differential evolutionary system for financial time series forecasting. IEEE Congress on Evolutionary Computation (2007)
Ricardo de A. Araújo, Francisco Madeiro, Tiago A. E. Ferreira, Robson P. de Sousa, Lúcio F. C. Pessoa
Improved Evolutionary Hybrid Method for Designing Morphological Operators. ICIP (2006)
Ricardo de A. Araújo, Francisco Madeiro, Robson Pequeno de Sousa, Lúcio Flavio Cavalcanti Pessoa, Tiago Alessandro Espínola Ferreira
An Evolutionary Morphological Approach for Financial Time Series Forecasting. IEEE Congress on Evolutionary Computation (2006)
Ricardo de A. Araújo, Francisco Madeiro, Robson P. de Sousa, Lúcio F. C. Pessoa
Modular Morphological Neural Network Training via Adaptive Genetic Algorithm for Designing Translation Invariant Operators. ICASSP (2) (2006)
Ricardo de A. Araújo, Robson P. de Sousa, Tiago A. E. Ferreira
Designing Translation Invariant Operators for Financial Time Series Forecasting. SBRN (2006)