Marcelo Embiruçu

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2024 J jnl
A new method for building single feedforward neural network models for multivariate static regression problems: a combined weight initialization and constructive algorithm.
Evol. Intell.
Ghabriel A. Gomes de Sá, Cristiano Hora Fontes, Marcelo Embiruçu
2021 J jnl
An approach combining a new weight initialization method and constructive algorithm to configure a single Feedforward Neural Network for multi-class classification.
Eng. Appl. Artif. Intell.
Cristiano Hora Fontes, Marcelo Embiruçu
2021 J jnl
Pattern reconciliation: A new approach involving constrained clustering of time series.
Comput. Chem. Eng.
Cristiano Hora Fontes, Izete Celestina Santos, Marcelo Embiruçu, Pedro Aragão
2020 J jnl
A robustly model predictive control strategy applied in the control of a simulated industrial polyethylene polymerization process.
Comput. Chem. Eng.
Idelfonso B. R. Nogueira, Raony M. Fontes, Ana M. Ribeiro, Karen V. Pontes, Marcelo Embiruçu, Márcio A. F. Martins
2020 J jnl
Analysis of Operational Communication Through Structural Equation Modeling.
IEEE Access
Edmara Drigo, Jorge Laureano Moya Rodríguez, Marcelo Embiruçu, Salvador Ávila Filho
2020 J jnl
Development of a Neuro-Fuzzy System for Assessing Information Management on the Shop Floor.
IEEE Access
Edmara Drigo, Jorge Laureano Moya Rodríguez, Marcelo Embiruçu, Salvador Ávila Filho
2019 J jnl
A Hybrid Approach for Detecting and Resolving Conflicts in Air Traffic Routes.
IEEE Access
Agnaldo Volpe Lovato, Cristiano Hora Fontes, Marcelo Embiruçu, Ricardo Kalid
2018 J jnl
A fuzzy modeling approach to optimize control and decision making in conflict management in air traffic control.
Comput. Ind. Eng.
Agnaldo Volpe Lovato, Cristiano Hora Fontes, Marcelo Embiruçu, Ricardo Kalid
2017 J jnl
A model-based approach to quality monitoring of a polymerization process without online measurement of product specifications.
Comput. Ind. Eng.
Idelfonso B. R. Nogueira, Cristiano Hora Fontes, Isabel Sartori, Karen V. Pontes, Marcelo Embiruçu
2017 J jnl
Fault Detection and Diagnosis in dynamic systems using Weightless Neural Networks.
Expert Syst. Appl.
José Carlos M. Oliveira, Karen V. Pontes, Isabel Sartori, Marcelo Embiruçu
2016 J jnl
A wavelet-based clustering of multivariate time series using a Multiscale SPCA approach.
Comput. Ind. Eng.
João Francisco Barragan, Cristiano Hora Fontes, Marcelo Embiruçu
2009 J jnl
Fuzzy control of a nylon polymerization semi-batch reactor.
Fuzzy Sets Syst.
C. Wakabayashi, Marcelo Embiruçu, Cristiano Hora Fontes, Ricardo Kalid