Rosangela Ballini

ORCID

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 19

Top Venues

University of Campinas, Brazil (PHD)

Education History

University of Campinas, Brazil

PHD

Publications

Henri Makika, João Marcos Travassos Romano, Rosangela Ballini
Deep Learning Techniques For Time Series Forecasting: An Application For Exchange Rates. MLSP (2023)
Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
Adaptive fuzzy modeling of interval-valued stream data and application in cryptocurrencies prediction. Neural Comput. Appl. 35 (10) (2023)
Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
Data Driven Level Set Method in Fuzzy Modeling and Forecasting. NAFIPS (2022)
Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide, Ronald R. Yager
Forecasting cryptocurrencies prices using data driven level set fuzzy models. Expert Syst. Appl. 210 (2022)
Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
Data Driven Level Set Fuzzy Modeling for Cryptocurrencies Price Forecasting. IJCCI (2022)
Petrônio Cândido de Lima e Silva, Hossein Javedani Sadaei, Rosangela Ballini, Frederico Gadelha Guimarães
Probabilistic Forecasting With Fuzzy Time Series. IEEE Trans. Fuzzy Syst. 28 (8) (2020)
Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
Adaptive Interval Fuzzy Modeling from Stream Data and Application in Cryptocurrencies Forecasting. NAFIPS (2020)
Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
A Fuzzy Model for Interval-Valued Time Series Modeling and Application in Exchange Rate Forecasting. IPMU (3) (2020)
Leandro Maciel, Rosangela Ballini
A fuzzy inference system modeling approach for interval-valued symbolic data forecasting. Knowl. Based Syst. 164 (2019)
Rafael Vieira, Fernando A. C. Gomide, Rosangela Ballini
Kernel Evolving Participatory Fuzzy Modeling for Time Series Forecasting. FUZZ-IEEE (2018)
Rafael Vieira, Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
Stock Market Price Forecasting Using a Kernel Participatory Learning Fuzzy Model. NAFIPS (2018)
Leandro Maciel, Rosangela Ballini
Fuzzy rule-based modeling for interval-valued time series prediction. FUZZ-IEEE (2018)
Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
Evolving Possibilistic Fuzzy Modeling for Realized Volatility Forecasting With Jumps. IEEE Trans. Fuzzy Syst. 25 (2) (2017)
Leandro Maciel, Rosangela Ballini
Interval fuzzy rule-based modeling approach for financial time series forecasting. FUZZ-IEEE (2017)
Leandro Maciel, Rafael Vieira, Alisson Porto, Fernando A. C. Gomide, Rosangela Ballini
Evolving participatory learning fuzzy modeling for financial interval time series forecasting. EAIS (2017)
Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
An evolving possibilistic fuzzy modeling approach for Value-at-Risk estimation. Appl. Soft Comput. 60 (2017)
Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
A differential evolution algorithm for yield curve estimation. Math. Comput. Simul. 129 (2016)
Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
Evolving possibilistic fuzzy modeling for equity options pricing. EAIS (2016)
Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide, Ronald R. Yager
Participatory Learning Fuzzy Clustering for Interval-Valued Data. IPMU (1) (2016)
Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
Evolving possibilistic fuzzy modeling for financial interval time series forecasting. NAFIPS/WConSC (2015)
Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
Evolving possibilistic fuzzy modeling. FUZZ-IEEE (2015)
Leandro Maciel, André Paim Lemos, Rosangela Ballini, Fernando A. C. Gomide
Adaptive Fuzzy C-Regression Modeling for Time Series Forecasting. IFSA-EUSFLAT (2015)
Amal Oudni, Marie-Jeanne Lesot, Maria Rifqi, Rosangela Ballini
Analysis of the emission of American Depositary Receipts of Brazilian companies through the extraction of linguistic summaries. FUZZ-IEEE (2015)
Leandro Maciel, Fernando A. C. Gomide, David Santos, Rosangela Ballini
Exchange rate forecasting using echo state networks for trading strategies. CIFEr (2014)
Rosangela Ballini, Ronald R. Yager
Linear decaying weights for Time Series smoothing: an Analysis. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 22 (1) (2014)
Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
Enhanced evolving participatory learning fuzzy modeling: an application for asset returns volatility forecasting. Evol. Syst. 5 (2) (2014)
Rosangela Ballini, Ronald R. Yager
OWA filters and forecasting models applied to electric power load time series. Evol. Syst. 5 (3) (2014)
Raul Rosa, Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
Evolving hybrid neural fuzzy network for realized volatility forecasting with jumps. CIFEr (2014)
Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
Recursive possibilistic fuzzy modeling. EALS (2014)
Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini, Ronald R. Yager
Simplified evolving rule-based fuzzy modeling of realized volatility forecasting with jumps. CIFEr (2013)
Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
Forecasting Exchange Rates with Fuzzy Granular Evolving Modeling for Trading Strategies. EUSFLAT Conf. (2013)
Raul Rosa, Fernando A. C. Gomide, Rosangela Ballini
Evolving Hybrid Neural Fuzzy Network for System Modeling and Time Series Forecasting. ICMLA (2) (2013)
Daniel F. Leite, Rosangela Ballini, Pyramo Costa Jr., Fernando A. C. Gomide
Evolving fuzzy granular modeling from nonstationary fuzzy data streams. Evol. Syst. 3 (2) (2012)
Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
An enhanced approach for evolving participatory learning fuzzy modeling. EAIS (2012)
Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
MIMO evolving participatory learning fuzzy modeling. FUZZ-IEEE (2012)
Leandro Maciel, André Paim Lemos, Fernando A. C. Gomide, Rosangela Ballini
Evolving fuzzy systems for pricing fixed income options. Evol. Syst. 3 (1) (2012)
Ivette Luna, Rosangela Ballini
Online estimation of stochastic volatility for asset returns. CIFEr (2012)
Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
Modeling the term structure of government bond yields with a differential evolution algorithm. CIFEr (2012)
Ivette Luna, Rosangela Ballini
Adaptive fuzzy system to forecast financial time series volatility. J. Intell. Fuzzy Syst. 23 (1) (2012)
Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
MIMO evolving functional fuzzy models for interest rate forecasting. CIFEr (2012)
Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
Evolving Fuzzy Modeling for Stock Market Forecasting. IPMU (4) (2012)
André Paim Lemos, Daniel F. Leite, Leandro Maciel, Rosangela Ballini, Walmir M. Caminhas, Fernando A. C. Gomide
Evolving fuzzy linear regression tree approach for forecasting sales volume of petroleum products. FUZZ-IEEE (2012)
Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
Evolving fuzzy systems for pricing fixed income options. EAIS (2011)
Ivette Raymunda Luna Huamani, Rosangela Ballini, Ieda Geriberto Hidalgo, Paulo Sergio Franco Barbosa, Alberto Luiz Francato
Daily reservoir inflow forecasting using fuzzy inference systems. FUZZ-IEEE (2011)
Ivette Luna, Rosangela Ballini, Secundino Soares, Donato da Silva-Filho
Fuzzy inference systems for synthetic monthly inflow time series generation. EUSFLAT Conf. (2011)
Gustavo de Oliveira Aggio, Rosangela Ballini, Fernando A. C. Gomide
Out-of-equilibrium price dynamics and the inflationary process. CIFEr (2011)
Daniel F. Leite, Fernando A. C. Gomide, Rosangela Ballini, Pyramo Costa Jr.
Fuzzy granular evolving modeling for time series prediction. FUZZ-IEEE (2011)
Rosangela Ballini, Fernando A. C. Gomide
Recurrent fuzzy neural computation: Modeling, learning and application. FUZZ-IEEE (2010)
Ivette Luna, Leandro Maciel, Rodrigo Lanna F. da Silveira, Rosangela Ballini
Estimating the Brazilian Central Bank's Reaction Function by Fuzzy Inference System. IPMU (2) (2010)
Ricardo Menezes Salgado, Takaaki Ohishi, Rosangela Ballini
A short-term bus load forecasting system. HIS (2010)
Rosangela Ballini, A. R. R. Mendonça, Fernando A. C. Gomide
Evolving fuzzy modelling in risk analysis. Intell. Syst. Account. Finance Manag. 16 (1-2) (2009)
Ivette Luna, Secundino Soares, Rosangela Ballini
An Adaptive Hybrid Model for Monthly Streamflow Forecasting. FUZZ-IEEE (2007)
Ivette Luna, Secundino Soares, Rosangela Ballini
A Constructive-Fuzzy System Modeling for Time Series Forecasting. IJCNN (2007)
Michel Hell, Rosangela Ballini, Pyramo Costa Jr., Fernando A. C. Gomide
Training Neurofuzzy Networks with Participatory Learning. EUSFLAT Conf. (2) (2007)
Ricardo Menezes Salgado, Joaquim J. F. Pereira, Takaaki Ohishi, Rosangela Ballini, Clodoaldo Ap. M. Lima, Fernando J. Von Zuben
A Hybrid Ensemble Model Applied to the Short-Term Load Forecasting Problem. IJCNN (2006)
Marcos A. L. Filho, Takaaki Ohishi, Rosangela Ballini
Ensembles of Selected and Evolved Predictors using Genetic Algorithms for Time Series Prediction. IEEE Congress on Evolutionary Computation (2006)
Maurício F. Figueiredo, Rosangela Ballini, Secundino Soares, Marinho Gomes Andrade, Fernando A. C. Gomide
Learning algorithms for a class of neurofuzzy network and application. IEEE Trans. Syst. Man Cybern. Part C 34 (3) (2004)
Marina H. Magalhaes, Rosangela Ballini, Rodrigo Gonçalves, Fernando A. C. Gomide
Predictive fuzzy clustering model for natural streamflow forecasting. FUZZ-IEEE (2004)
Rosangela Ballini
Equality index and learning in recurrent fuzzy neural networks. FUZZ-IEEE (2003)
Rosangela Ballini, Fernando A. C. Gomide
Gradient Projection Method and Equality Index in Recurrent Neural Fuzzy Network. IFSA (2003)
Rosangela Ballini, Fernando A. C. Gomide
Learning in recurrent, hybrid neurofuzzy networks. FUZZ-IEEE (2002)
Rosangela Ballini, Fernando A. C. Gomide
A Recurrent Fuzzy Neural Network: Learning and Application. SBRN (2002)
Rosangela Ballini, Fernando A. C. Gomide
Heuristic learning in recurrent neural fuzzy networks. J. Intell. Fuzzy Syst. 13 (2-4) (2002)
Rosangela Ballini, Fernando A. C. Gomide, Secundino Soares
A Recurrent Neurofuzzy Network Structure & Learning Preceedure. FUZZ-IEEE (2001)
Rosangela Ballini, Fernando J. Von Zuben
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. Autom. 36 (12) (2000)
Rosangela Ballini, Secundino Soares, Marinho Gomes Andrade
An Adaptive Neural Fuzzy Network Model for Seasonal Streamflow Forecasting. SBRN (1998)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rosangela Ballini