Eduardo Pestana de Aguiar

21 papers B 4Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
A New Data-Driven Interval Type-2 Fuzzy Forecasting Approach for Load Forecasting.
FUZZ
Arthur Caio Vargas Pinto, Omid Orang, Frederico Gadelha Guimarães, Eduardo Pestana de Aguiar
2025 J jnl
NFISiS: New Perspectives on Fuzzy Inference Systems for Renewable Energy Forecasting.
CoRR
Kaike Sa Teles Rocha Alves, Eduardo Pestana de Aguiar
2025 J jnl
Rule-based Evolving Fuzzy System for Time Series Forecasting: New Perspectives Based on Type-2 Fuzzy Sets Measures Approach.
CoRR
Eduardo Santos de Oliveira Marques, Arthur Caio Vargas Pinto, Kaike Sa Teles Rocha Alves, Eduardo Pestana de Aguiar
2024 J jnl
A new Takagi-Sugeno-Kang model for time series forecasting.
Eng. Appl. Artif. Intell.
Kaike Sa Teles Rocha Alves, Caian Dutra de Jesus, Eduardo Pestana de Aguiar
2022 J jnl
A Data-Driven Time-Series Fault Prediction Framework for Dynamically Evolving Large-Scale Data Streaming Systems.
Int. J. Fuzzy Syst.
Michell Hell, Eduardo Pestana de Aguiar, Nielson Soares, Leonardo Goliatt
2022 J jnl
A Fuzzy Approach to LPFG-Based Optical Sensor Processing and Interrogation.
IEEE Trans. Instrum. Meas.
Felipe Oliveira Barino, Eduardo Pestana de Aguiar, Leonardo de Mello Honório, Vinicius Nunes Henrique Silva, Andrés Pablo López-Barbero, Alexandre Bessa dos Santos
2022 — conf
A New evolving Fuzzy System with Mechanisms to Deal With Uncertainties in Times Series Forecasting.
LA-CCI
Kaike Sa Teles Rocha Alves, Direnc Pekaslan, Christian Wagner, Eduardo Pestana de Aguiar
2022 J jnl
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach.
Evol. Syst.
Arthur Caio Vargas Pinto, Thiago E. Fernandes, Petrônio C. L. Silva, Frederico G. Guimarães, Christian Wagner, Eduardo Pestana de Aguiar
2022 B conf
Kernel Evolving Participatory Fuzzy Modeling for Time Series Forecasting: New Perspectives Based on Distance Measures.
FUZZ-IEEE
Eduardo Santos de Oliveira Marques, Kaike Sa Teles Rocha Alves, Direnc Pekaslan, Eduardo Pestana de Aguiar
2022 — conf
Kernel Evolving Participatory Fuzzy Modeling for Time Series Forecasting: New Perspectives Based on Similarity Measures.
EAIS
Eduardo Santos de Oliveira Marques, Kaike Sa Teles Rocha Alves, Direnc Pekaslan, Eduardo Pestana de Aguiar
2022 J jnl
Stochastic Optimization Combined with Type-2 Fuzzy Logic System for the Classification of Trends in Hot Boxes and Hot Wheels.
Int. J. Fuzzy Syst.
Lara D. Fonseca, Eduardo Pestana de Aguiar
2022 J jnl
Variable step-size evolving participatory learning with kernel recursive least squares applied to gas prices forecasting in Brazil.
Evol. Syst.
Eduardo Ravaglia Campos Queiroz, Kaike Sa Teles Rocha Alves, Fernando Luiz Cyrino Oliveira, Eduardo Pestana de Aguiar
2021 J jnl
A novel rule-based evolving Fuzzy System applied to the thermal modeling of power transformers.
Appl. Soft Comput.
Kaike Sa Teles Rocha Alves, Eduardo Pestana de Aguiar
2021 B conf
Evolving Fuzzy Modeling with Variable Step-Size applied to Gas Prices Forecasting in Brazil.
FUZZ-IEEE
Eduardo Ravaglia Campos Queiroz, Kaike Sa Teles Rocha Alves, Fernando Luiz Cyrino Oliveira, Eduardo Pestana de Aguiar
2021 J jnl
Predictors and outcomes of individual knowledge on early-stage pandemic: Social media, information credibility, public opinion, and behaviour in a large-scale global study.
Inf. Process. Manag.
Yash Chawla, Agnieszka Radziwon, Laurent Scaringella, Ewa Lazarczyk Carlson, Marco Greco, Paulo Duarte Silveira, Eduardo Pestana de Aguiar, Qingyang Shen, Markus Will, Anna Kowalska-Pyzalska
2021 — conf
Trajectory Detection Method for Transmission Line Path Following Control.
LARS/SBR/WRE
Guilherme Augusto Namorato Pusssente, Tiago Henrique Santa Maria, André Luís Marques Marcato, Eduardo Pestana de Aguiar
2021 J jnl
Unsupervised machine learning techniques to prevent faults in railroad switch machines.
Int. J. Crit. Infrastructure Prot.
Nielson Soares, Eduardo Pestana de Aguiar, Amanda Campos Souza, Leonardo Goliatt
2020 — conf
NMPC controller applied to an UAV Path Following Problem.
LARS/SBR/WRE
Tiago Henrique Santa Maria, Guilherme Augusto Namorato Pusssente, André Luís Marques Marcato, Eduardo Pestana de Aguiar
2018 B conf
Classification of Short Circuit GMA Welding using Type-1 and Singleton Fuzzy Logic System.
FUZZ-IEEE
Rafaela Abreu Campos, Renan Piazzaroli Finotti Amaral, Ivan Fabio Mota de Menezes, Leonardo Goliatt da Fonseca, Moises Luiz Lagares, Eduardo Pestana de Aguiar
2018 B conf
Detection and Classification of Faults in Aeronautical Gas Turbine Engine: a Comparison Between two Fuzzy Logic Systems.
FUZZ-IEEE
Mateus Gheorghe de Castro Ribeiro, Pedro Henrique Souza Calderano, Renan Piazzaroli Finotti Amaral, Ivan Fabio Mota de Menezes, Ricardo Tanscheit, Marley Maria Bernardes Rebuzzi Vellasco, Eduardo Pestana de Aguiar
2017 — conf
Predicting material backorders in inventory management using machine learning.
LA-CCI
Rodrigo Barbosa de Santis, Eduardo Pestana de Aguiar, Leonardo Goliatt da Fonseca