Leandro Maciel

According to our database, Leandro Maciel authored at least 37 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Adaptive fuzzy modeling of interval-valued stream data and application in cryptocurrencies prediction.

Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide

Neural Comput. Appl., April, 2023

A Trading Strategy Based on BitCoin High and Low Prices: The Role of an Evolving Fuzzy Model for Interval-Valued Time Series Forecasting.

Leandro Maciel

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022

Forecasting cryptocurrencies prices using data driven level set fuzzy models.

Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide, Ronald R. Yager

Expert Syst. Appl., 2022

Data Driven Level Set Method in Fuzzy Modeling and Forecasting.

Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide

Proceedings of the Applications of Fuzzy Techniques, 2022

Data Driven Level Set Fuzzy Modeling for Cryptocurrencies Price Forecasting.

Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide

Proceedings of the 14th International Joint Conference on Computational Intelligence, 2022

2020

Adaptive Interval Fuzzy Modeling from Stream Data and Application in Cryptocurrencies Forecasting.

Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide

Proceedings of the Fuzzy Information Processing 2020, 2020

A Fuzzy Model for Interval-Valued Time Series Modeling and Application in Exchange Rate Forecasting.

Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

2019

A fuzzy inference system modeling approach for interval-valued symbolic data forecasting.

Leandro Maciel, Rosangela Ballini

Knowl. Based Syst., 2019

2018

Stock Market Price Forecasting Using a Kernel Participatory Learning Fuzzy Model.

Rafael Vieira, Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide

Proceedings of the Fuzzy Information Processing, 2018

Fuzzy rule-based modeling for interval-valued time series prediction.

Leandro Maciel, Rosangela Ballini

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017

Evolving Possibilistic Fuzzy Modeling and Application in Value-at-Risk Estimation.

Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide

Proceedings of the Granular, Soft and Fuzzy Approaches for Intelligent Systems, 2017

Evolving Possibilistic Fuzzy Modeling for Realized Volatility Forecasting With Jumps.

Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide

IEEE Trans. Fuzzy Syst., 2017

An evolving possibilistic fuzzy modeling approach for Value-at-Risk estimation.

Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide

Appl. Soft Comput., 2017

Interval fuzzy rule-based modeling approach for financial time series forecasting.

Leandro Maciel, Rosangela Ballini

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Evolving participatory learning fuzzy modeling for financial interval time series forecasting.

Leandro Maciel, Rafael Vieira, Alisson Porto, Fernando A. C. Gomide, Rosangela Ballini

Proceedings of the 2017 Evolving and Adaptive Intelligent Systems, 2017

2016

A differential evolution algorithm for yield curve estimation.

Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini

Math. Comput. Simul., 2016

Participatory Learning Fuzzy Clustering for Interval-Valued Data.

Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide, Ronald R. Yager

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Evolving possibilistic fuzzy modeling for equity options pricing.

Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide

Proceedings of the 2016 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2016

2015

Adaptive possibilistic fuzzy modeling: essays in finance.

Leandro Maciel

PhD thesis, 2015

Evolving possibilistic fuzzy modeling for financial interval time series forecasting.

Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini

Proceedings of the 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015

Evolving possibilistic fuzzy modeling.

Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Adaptive Fuzzy C-Regression Modeling for Time Series Forecasting.

Leandro Maciel, André Paim Lemos, Rosangela Ballini, Fernando A. C. Gomide

Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

2014

Enhanced evolving participatory learning fuzzy modeling: an application for asset returns volatility forecasting.

Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini

Evol. Syst., 2014

Recursive possibilistic fuzzy modeling.

Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini

Proceedings of the IEEE Symposium on Evolving and Autonomous Learning Systems, 2014

Evolving hybrid neural fuzzy network for realized volatility forecasting with jumps.

Raul Rosa, Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini

Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2014

Exchange rate forecasting using echo state networks for trading strategies.

Leandro Maciel, Fernando A. C. Gomide, David Santos, Rosangela Ballini

Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2014

2013

Forecasting Exchange Rates with Fuzzy Granular Evolving Modeling for Trading Strategies.

Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini

Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

Simplified evolving rule-based fuzzy modeling of realized volatility forecasting with jumps.

Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini, Ronald R. Yager

Proceedings of the 2013 IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2013

2012

Evolving fuzzy systems for pricing fixed income options.

Leandro Maciel, André Paim Lemos, Fernando A. C. Gomide, Rosangela Ballini

Evol. Syst., 2012

Evolving Fuzzy Modeling for Stock Market Forecasting.

Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini

Proceedings of the Advances in Computational Intelligence, 2012

MIMO evolving participatory learning fuzzy modeling.

Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini

Proceedings of the FUZZ-IEEE 2012, 2012

Evolving fuzzy linear regression tree approach for forecasting sales volume of petroleum products.

André Paim Lemos, Daniel F. Leite, Leandro Maciel, Rosangela Ballini, Walmir M. Caminhas, Fernando A. C. Gomide

Proceedings of the FUZZ-IEEE 2012, 2012

An enhanced approach for evolving participatory learning fuzzy modeling.

Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini

Proceedings of the 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2012

Modeling the term structure of government bond yields with a differential evolution algorithm.

Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini

Proceedings of the 2012 IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2012

MIMO evolving functional fuzzy models for interest rate forecasting.

Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini

Proceedings of the 2012 IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2012

2011

Evolving fuzzy systems for pricing fixed income options.

Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini

Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011

2010

Estimating the Brazilian Central Bank's Reaction Function by Fuzzy Inference System.

Ivette Luna, Leandro Maciel, Rodrigo Lanna F. da Silveira, Rosangela Ballini

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2010