Rosangela Ballini

According to our database, Rosangela Ballini authored at least 69 papers between 1998 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

Deep Learning Techniques For Time Series Forecasting: An Application For Exchange Rates.

Henri Makika, João Marcos Travassos Romano, Rosangela Ballini

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 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

Probabilistic Forecasting With Fuzzy Time Series.

Petrônio Cândido de Lima e Silva, Hossein Javedani Sadaei, Rosangela Ballini, Frederico Gadelha Guimarães

IEEE Trans. Fuzzy Syst., 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

Kernel Evolving Participatory Fuzzy Modeling for Time Series Forecasting.

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

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 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

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

Analysis of the emission of American Depositary Receipts of Brazilian companies through the extraction of linguistic summaries.

Amal Oudni, Marie-Jeanne Lesot, Maria Rifqi, Rosangela Ballini

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 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

Linear decaying weights for Time Series smoothing: an Analysis.

Rosangela Ballini, Ronald R. Yager

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 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

OWA filters and forecasting models applied to electric power load time series.

Rosangela Ballini, Ronald R. Yager

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

System Modeling and Forecasting with Evolving Fuzzy Algorithms.

André Paim Lemos, Rosangela Ballini, Walmir M. Caminhas, Fernando A. C. Gomide

Proceedings of the Soft Computing: State of the Art Theory and Novel Applications, 2013

Evolving Hybrid Neural Fuzzy Network for System Modeling and Time Series Forecasting.

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

Proceedings of the 12th International Conference on Machine Learning and Applications, 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

Adaptive fuzzy system to forecast financial time series volatility.

Ivette Luna, Rosangela Ballini

J. Intell. Fuzzy Syst., 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 granular modeling from nonstationary fuzzy data streams.

Daniel F. Leite, Rosangela Ballini, Pyramo Costa Jr., Fernando A. C. Gomide

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

Online estimation of stochastic volatility for asset returns.

Ivette Luna, Rosangela Ballini

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

2011

Fuzzy granular evolving modeling for time series prediction.

Daniel F. Leite, Fernando A. C. Gomide, Rosangela Ballini, Pyramo Costa Jr.

Proceedings of the FUZZ-IEEE 2011, 2011

Daily reservoir inflow forecasting using fuzzy inference systems.

Ivette Raymunda Luna Huamani, Rosangela Ballini, Ieda Geriberto Hidalgo, Paulo Sergio Franco Barbosa, Alberto Luiz Francato

Proceedings of the FUZZ-IEEE 2011, 2011

Fuzzy inference systems for synthetic monthly inflow time series generation.

Ivette Luna, Rosangela Ballini, Secundino Soares, Donato da Silva-Filho

Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 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

Out-of-equilibrium price dynamics and the inflationary process.

Gustavo de Oliveira Aggio, Rosangela Ballini, Fernando A. C. Gomide

Proceedings of the 2011 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, 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

A short-term bus load forecasting system.

Ricardo Menezes Salgado, Takaaki Ohishi, Rosangela Ballini

Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010

Recurrent fuzzy neural computation: Modeling, learning and application.

Rosangela Ballini, Fernando A. C. Gomide

Proceedings of the FUZZ-IEEE 2010, 2010

2009

Evolving fuzzy modelling in risk analysis.

Rosangela Ballini, A. R. R. Mendonça, Fernando A. C. Gomide

Intell. Syst. Account. Finance Manag., 2009

2007

A Constructive-Fuzzy System Modeling for Time Series Forecasting.

Ivette Luna, Secundino Soares, Rosangela Ballini

Proceedings of the International Joint Conference on Neural Networks, 2007

An Adaptive Hybrid Model for Monthly Streamflow Forecasting.

Ivette Luna, Secundino Soares, Rosangela Ballini

Proceedings of the FUZZ-IEEE 2007, 2007

Training Neurofuzzy Networks with Participatory Learning.

Michel Hell, Rosangela Ballini, Pyramo Costa Jr., Fernando A. C. Gomide

Proceedings of the New Dimensions in Fuzzy Logic and Related Technologies. Proceedings of the 5th EUSFLAT Conference, 2007

2006

A Hybrid Ensemble Model Applied to the Short-Term Load Forecasting Problem.

Ricardo Menezes Salgado, Joaquim J. F. Pereira, Takaaki Ohishi, Rosangela Ballini, Clodoaldo Ap. M. Lima, Fernando J. Von Zuben

Proceedings of the International Joint Conference on Neural Networks, 2006

Ensembles of Selected and Evolved Predictors using Genetic Algorithms for Time Series Prediction.

Marcos A. L. Filho, Takaaki Ohishi, Rosangela Ballini

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2004

Learning algorithms for a class of neurofuzzy network and application.

Maurício F. Figueiredo, Rosangela Ballini, Secundino Soares, Marinho Gomes Andrade, Fernando A. C. Gomide

IEEE Trans. Syst. Man Cybern. Part C, 2004

Predictive fuzzy clustering model for natural streamflow forecasting.

Marina H. Magalhaes, Rosangela Ballini, Rodrigo Gonçalves, Fernando A. C. Gomide

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003

Gradient Projection Method and Equality Index in Recurrent Neural Fuzzy Network.

Rosangela Ballini, Fernando A. C. Gomide

Proceedings of the Fuzzy Sets and Systems - IFSA 2003, 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, June 30, 2003

Equality index and learning in recurrent fuzzy neural networks.

Rosangela Ballini

Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

2002

Heuristic learning in recurrent neural fuzzy networks.

Rosangela Ballini, Fernando A. C. Gomide

J. Intell. Fuzzy Syst., 2002

A Recurrent Fuzzy Neural Network: Learning and Application.

Rosangela Ballini, Fernando A. C. Gomide

Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002

Learning in recurrent, hybrid neurofuzzy networks.

Rosangela Ballini, Fernando A. C. Gomide

Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

2001

A Recurrent Neurofuzzy Network Structure & Learning Preceedure.

Rosangela Ballini, Fernando A. C. Gomide, Secundino Soares

Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

2000

Analise e previsões de vasões utilizando modelos de series temporais, redes neurais e redes neurais nebulosas.

Rosangela Ballini

PhD thesis, 2000

Application of neural networks to adaptive control of nonlinear systems: G.W. Ng, Control Systems Centre Series, UMIST, UK, 1997, ISBN: 0-86380-214-1.

Rosangela Ballini, Fernando J. Von Zuben

Autom., 2000

1998

An Adaptive Neural Fuzzy Network Model for Seasonal Streamflow Forecasting.

Rosangela Ballini, Secundino Soares, Marinho Gomes Andrade

Proceedings of the 5th Brazilian Symposium on Neural Networks (SBRN '98), 1998