Rosangela Ballini

72 papers B 19C 3Journal 17Unranked 30

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Adaptive Fuzzy Level Set Streamflow Modeling and Forecasting. IPMU (3) Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
2024	—	`conf`	Adaptive Fuzzy Modeling and Forecasting of Financial Time Series. CIFEr Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
2023	J	`jnl`	Adaptive fuzzy modeling of interval-valued stream data and application in cryptocurrencies prediction. Neural Comput. Appl. Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
2023	—	`conf`	Deep Learning Techniques For Time Series Forecasting: An Application For Exchange Rates. MLSP Henri Makika, João Marcos Travassos Romano, Rosangela Ballini
2022	C	`conf`	Data Driven Level Set Fuzzy Modeling for Cryptocurrencies Price Forecasting. IJCCI Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
2022	—	`conf`	Data Driven Level Set Method in Fuzzy Modeling and Forecasting. NAFIPS Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
2022	J	`jnl`	Forecasting cryptocurrencies prices using data driven level set fuzzy models. Expert Syst. Appl. Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide, Ronald R. Yager
2020	—	`conf`	A Fuzzy Model for Interval-Valued Time Series Modeling and Application in Exchange Rate Forecasting. IPMU (3) Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
2020	—	`conf`	Adaptive Interval Fuzzy Modeling from Stream Data and Application in Cryptocurrencies Forecasting. NAFIPS Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
2020	J	`jnl`	Probabilistic Forecasting With Fuzzy Time Series. IEEE Trans. Fuzzy Syst. Petrônio Cândido de Lima e Silva, Hossein Javedani Sadaei, Rosangela Ballini, Frederico Gadelha Guimarães
2019	J	`jnl`	A fuzzy inference system modeling approach for interval-valued symbolic data forecasting. Knowl. Based Syst. Leandro Maciel, Rosangela Ballini
2018	B	`conf`	Fuzzy rule-based modeling for interval-valued time series prediction. FUZZ-IEEE Leandro Maciel, Rosangela Ballini
2018	B	`conf`	Kernel Evolving Participatory Fuzzy Modeling for Time Series Forecasting. FUZZ-IEEE Rafael Vieira, Fernando A. C. Gomide, Rosangela Ballini
2018	—	`conf`	Stock Market Price Forecasting Using a Kernel Participatory Learning Fuzzy Model. NAFIPS Rafael Vieira, Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
2017	J	`jnl`	An evolving possibilistic fuzzy modeling approach for Value-at-Risk estimation. Appl. Soft Comput. Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
2017	—	`ch.`	Evolving Possibilistic Fuzzy Modeling and Application in Value-at-Risk Estimation. Granular, Soft and Fuzzy Approaches for Intelligent Systems Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
2017	J	`jnl`	Evolving Possibilistic Fuzzy Modeling for Realized Volatility Forecasting With Jumps. IEEE Trans. Fuzzy Syst. Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
2017	—	`conf`	Evolving participatory learning fuzzy modeling for financial interval time series forecasting. EAIS Leandro Maciel, Rafael Vieira, Alisson Porto, Fernando A. C. Gomide, Rosangela Ballini
2017	B	`conf`	Interval fuzzy rule-based modeling approach for financial time series forecasting. FUZZ-IEEE Leandro Maciel, Rosangela Ballini
2016	J	`jnl`	A differential evolution algorithm for yield curve estimation. Math. Comput. Simul. Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
2016	—	`conf`	Evolving possibilistic fuzzy modeling for equity options pricing. EAIS Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide
2016	—	`conf`	Participatory Learning Fuzzy Clustering for Interval-Valued Data. IPMU (1) Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide, Ronald R. Yager
2015	—	`conf`	Adaptive Fuzzy C-Regression Modeling for Time Series Forecasting. IFSA-EUSFLAT Leandro Maciel, André Paim Lemos, Rosangela Ballini, Fernando A. C. Gomide
2015	B	`conf`	Analysis of the emission of American Depositary Receipts of Brazilian companies through the extraction of linguistic summaries. FUZZ-IEEE Amal Oudni, Marie-Jeanne Lesot, Maria Rifqi, Rosangela Ballini
2015	—	`conf`	Evolving possibilistic fuzzy modeling for financial interval time series forecasting. NAFIPS/WConSC Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
2015	B	`conf`	Evolving possibilistic fuzzy modeling. FUZZ-IEEE Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
2014	J	`jnl`	Enhanced evolving participatory learning fuzzy modeling: an application for asset returns volatility forecasting. Evol. Syst. Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
2014	—	`conf`	Evolving hybrid neural fuzzy network for realized volatility forecasting with jumps. CIFEr Raul Rosa, Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
2014	—	`conf`	Exchange rate forecasting using echo state networks for trading strategies. CIFEr Leandro Maciel, Fernando A. C. Gomide, David Santos, Rosangela Ballini
2014	J	`jnl`	Linear decaying weights for Time Series smoothing: an Analysis. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Rosangela Ballini, Ronald R. Yager
2014	J	`jnl`	OWA filters and forecasting models applied to electric power load time series. Evol. Syst. Rosangela Ballini, Ronald R. Yager
2014	—	`conf`	Recursive possibilistic fuzzy modeling. EALS Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
2013	—	`conf`	Evolving Hybrid Neural Fuzzy Network for System Modeling and Time Series Forecasting. ICMLA (2) Raul Rosa, Fernando A. C. Gomide, Rosangela Ballini
2013	—	`conf`	Forecasting Exchange Rates with Fuzzy Granular Evolving Modeling for Trading Strategies. EUSFLAT Conf. Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
2013	—	`conf`	Simplified evolving rule-based fuzzy modeling of realized volatility forecasting with jumps. CIFEr Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini, Ronald R. Yager
2013	—	`ch.`	System Modeling and Forecasting with Evolving Fuzzy Algorithms. Soft Computing: State of the Art Theory and Novel Applications André Paim Lemos, Rosangela Ballini, Walmir M. Caminhas, Fernando A. C. Gomide
2012	J	`jnl`	Adaptive fuzzy system to forecast financial time series volatility. J. Intell. Fuzzy Syst. Ivette Luna, Rosangela Ballini
2012	—	`conf`	An enhanced approach for evolving participatory learning fuzzy modeling. EAIS Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
2012	—	`conf`	Evolving Fuzzy Modeling for Stock Market Forecasting. IPMU (4) Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
2012	J	`jnl`	Evolving fuzzy granular modeling from nonstationary fuzzy data streams. Evol. Syst. Daniel F. Leite, Rosangela Ballini, Pyramo Costa Jr., Fernando A. C. Gomide
2012	B	`conf`	Evolving fuzzy linear regression tree approach for forecasting sales volume of petroleum products. FUZZ-IEEE André Paim Lemos, Daniel F. Leite, Leandro Maciel, Rosangela Ballini, Walmir M. Caminhas, Fernando A. C. Gomide
2012	J	`jnl`	Evolving fuzzy systems for pricing fixed income options. Evol. Syst. Leandro Maciel, André Paim Lemos, Fernando A. C. Gomide, Rosangela Ballini
2012	—	`conf`	MIMO evolving functional fuzzy models for interest rate forecasting. CIFEr Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
2012	B	`conf`	MIMO evolving participatory learning fuzzy modeling. FUZZ-IEEE Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
2012	—	`conf`	Modeling the term structure of government bond yields with a differential evolution algorithm. CIFEr Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
2012	—	`conf`	Online estimation of stochastic volatility for asset returns. CIFEr Ivette Luna, Rosangela Ballini
2011	B	`conf`	Daily reservoir inflow forecasting using fuzzy inference systems. FUZZ-IEEE Ivette Raymunda Luna Huamani, Rosangela Ballini, Ieda Geriberto Hidalgo, Paulo Sergio Franco Barbosa, Alberto Luiz Francato
2011	—	`conf`	Evolving fuzzy systems for pricing fixed income options. EAIS Leandro Maciel, Fernando A. C. Gomide, Rosangela Ballini
2011	B	`conf`	Fuzzy granular evolving modeling for time series prediction. FUZZ-IEEE Daniel F. Leite, Fernando A. C. Gomide, Rosangela Ballini, Pyramo Costa Jr.
2011	—	`conf`	Fuzzy inference systems for synthetic monthly inflow time series generation. EUSFLAT Conf. Ivette Luna, Rosangela Ballini, Secundino Soares, Donato da Silva-Filho
2011	—	`conf`	Out-of-equilibrium price dynamics and the inflationary process. CIFEr Gustavo de Oliveira Aggio, Rosangela Ballini, Fernando A. C. Gomide
2010	C	`conf`	A short-term bus load forecasting system. HIS Ricardo Menezes Salgado, Takaaki Ohishi, Rosangela Ballini
2010	—	`conf`	Estimating the Brazilian Central Bank's Reaction Function by Fuzzy Inference System. IPMU (2) Ivette Luna, Leandro Maciel, Rodrigo Lanna F. da Silveira, Rosangela Ballini
2010	B	`conf`	Recurrent fuzzy neural computation: Modeling, learning and application. FUZZ-IEEE Rosangela Ballini, Fernando A. C. Gomide
2009	J	`jnl`	Evolving fuzzy modelling in risk analysis. Intell. Syst. Account. Finance Manag. Rosangela Ballini, A. R. R. Mendonça, Fernando A. C. Gomide
2007	B	`conf`	A Constructive-Fuzzy System Modeling for Time Series Forecasting. IJCNN Ivette Luna, Secundino Soares, Rosangela Ballini
2007	B	`conf`	An Adaptive Hybrid Model for Monthly Streamflow Forecasting. FUZZ-IEEE Ivette Luna, Secundino Soares, Rosangela Ballini
2007	—	`conf`	Training Neurofuzzy Networks with Participatory Learning. EUSFLAT Conf. (2) Michel Hell, Rosangela Ballini, Pyramo Costa Jr., Fernando A. C. Gomide
2006	B	`conf`	A Hybrid Ensemble Model Applied to the Short-Term Load Forecasting Problem. IJCNN Ricardo Menezes Salgado, Joaquim J. F. Pereira, Takaaki Ohishi, Rosangela Ballini, Clodoaldo Ap. M. Lima, Fernando J. Von Zuben
2006	B	`conf`	Ensembles of Selected and Evolved Predictors using Genetic Algorithms for Time Series Prediction. IEEE Congress on Evolutionary Computation Marcos A. L. Filho, Takaaki Ohishi, Rosangela Ballini
2005	B	`conf`	Streamflow forecasting using neural networks and fuzzy clustering techniques. IJCNN Ivette Luna, Secundino Soares, Marina H. Magalhaes, Rosangela Ballini
2004	J	`jnl`	Learning algorithms for a class of neurofuzzy network and application. IEEE Trans. Syst. Man Cybern. Part C Maurício F. Figueiredo, Rosangela Ballini, Secundino Soares, Marinho Gomes Andrade, Fernando A. C. Gomide
2004	B	`conf`	Predictive fuzzy clustering model for natural streamflow forecasting. FUZZ-IEEE Marina H. Magalhaes, Rosangela Ballini, Rodrigo Gonçalves, Fernando A. C. Gomide
2003	B	`conf`	Equality index and learning in recurrent fuzzy neural networks. FUZZ-IEEE Rosangela Ballini
2003	C	`conf`	Gradient Projection Method and Equality Index in Recurrent Neural Fuzzy Network. IFSA Rosangela Ballini, Fernando A. C. Gomide
2002	—	`conf`	A Recurrent Fuzzy Neural Network: Learning and Application. SBRN Rosangela Ballini, Fernando A. C. Gomide
2002	J	`jnl`	Heuristic learning in recurrent neural fuzzy networks. J. Intell. Fuzzy Syst. Rosangela Ballini, Fernando A. C. Gomide
2002	B	`conf`	Learning in recurrent, hybrid neurofuzzy networks. FUZZ-IEEE Rosangela Ballini, Fernando A. C. Gomide
2001	B	`conf`	A Recurrent Neurofuzzy Network Structure & Learning Preceedure. FUZZ-IEEE Rosangela Ballini, Fernando A. C. Gomide, Secundino Soares
2000	—	`—`	Analise e previsões de vasões utilizando modelos de series temporais, redes neurais e redes neurais nebulosas. Rosangela Ballini
2000	J	`jnl`	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. Rosangela Ballini, Fernando J. Von Zuben
1998	—	`conf`	An Adaptive Neural Fuzzy Network Model for Seasonal Streamflow Forecasting. SBRN Rosangela Ballini, Secundino Soares, Marinho Gomes Andrade