Marcelo Embiruçu

According to our database, Marcelo Embiruçu authored at least 12 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

A new method for building single feedforward neural network models for multivariate static regression problems: a combined weight initialization and constructive algorithm.

Ghabriel A. Gomes de Sá, Cristiano Hora Fontes, Marcelo Embiruçu

Evol. Intell., April, 2024

2021

An approach combining a new weight initialization method and constructive algorithm to configure a single Feedforward Neural Network for multi-class classification.

Cristiano Hora Fontes, Marcelo Embiruçu

Eng. Appl. Artif. Intell., 2021

Pattern reconciliation: A new approach involving constrained clustering of time series.

Cristiano Hora Fontes, Izete Celestina Santos, Marcelo Embiruçu, Pedro Aragão

Comput. Chem. Eng., 2021

2020

A robustly model predictive control strategy applied in the control of a simulated industrial polyethylene polymerization process.

Idelfonso B. R. Nogueira, Raony M. Fontes, Ana M. Ribeiro, Karen V. Pontes, Marcelo Embiruçu, Márcio A. F. Martins

Comput. Chem. Eng., 2020

Development of a Neuro-Fuzzy System for Assessing Information Management on the Shop Floor.

Edmara Drigo, Jorge Laureano Moya Rodríguez, Marcelo Embiruçu, Salvador Ávila Filho

IEEE Access, 2020

Analysis of Operational Communication Through Structural Equation Modeling.

Edmara Drigo, Jorge Laureano Moya Rodríguez, Marcelo Embiruçu, Salvador Ávila Filho

IEEE Access, 2020

2019

A Hybrid Approach for Detecting and Resolving Conflicts in Air Traffic Routes.

Agnaldo Volpe Lovato, Cristiano Hora Fontes, Marcelo Embiruçu, Ricardo Kalid

IEEE Access, 2019

2018

A fuzzy modeling approach to optimize control and decision making in conflict management in air traffic control.

Agnaldo Volpe Lovato, Cristiano Hora Fontes, Marcelo Embiruçu, Ricardo Kalid

Comput. Ind. Eng., 2018

2017

Fault Detection and Diagnosis in dynamic systems using Weightless Neural Networks.

José Carlos M. Oliveira, Karen V. Pontes, Isabel Sartori, Marcelo Embiruçu

Expert Syst. Appl., 2017

A model-based approach to quality monitoring of a polymerization process without online measurement of product specifications.

Idelfonso B. R. Nogueira, Cristiano Hora Fontes, Isabel Sartori, Karen V. Pontes, Marcelo Embiruçu

Comput. Ind. Eng., 2017

2016

A wavelet-based clustering of multivariate time series using a Multiscale SPCA approach.

João Francisco Barragan, Cristiano Hora Fontes, Marcelo Embiruçu

Comput. Ind. Eng., 2016

2009

Fuzzy control of a nylon polymerization semi-batch reactor.

C. Wakabayashi, Marcelo Embiruçu, Cristiano Hora Fontes, Ricardo Kalid

Fuzzy Sets Syst., 2009