Marcelo Embiruçu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 11

Top Topics

Fault Detection

Conflict Management

Top Venues

Comput. Ind. Eng.

Comput. Chem. Eng.

Publications

Ghabriel A. Gomes de Sá, Cristiano Hora Fontes, Marcelo Embiruçu
A new method for building single feedforward neural network models for multivariate static regression problems: a combined weight initialization and constructive algorithm. Evol. Intell. 17 (2) (2024)
Cristiano Hora Fontes, Izete Celestina Santos, Marcelo Embiruçu, Pedro Aragão
Pattern reconciliation: A new approach involving constrained clustering of time series. Comput. Chem. Eng. 145 (2021)
Cristiano Hora Fontes, Marcelo Embiruçu
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. 106 (2021)
Edmara Drigo, Jorge Laureano Moya Rodríguez, Marcelo Embiruçu, Salvador Ávila Filho
Analysis of Operational Communication Through Structural Equation Modeling. IEEE Access 8 (2020)
Edmara Drigo, Jorge Laureano Moya Rodríguez, Marcelo Embiruçu, Salvador Ávila Filho
Development of a Neuro-Fuzzy System for Assessing Information Management on the Shop Floor. IEEE Access 8 (2020)
Idelfonso B. R. Nogueira, Raony M. Fontes, Ana M. Ribeiro, Karen V. Pontes, Marcelo Embiruçu, Márcio A. F. Martins
A robustly model predictive control strategy applied in the control of a simulated industrial polyethylene polymerization process. Comput. Chem. Eng. 133 (2020)
Agnaldo Volpe Lovato, Cristiano Hora Fontes, Marcelo Embiruçu, Ricardo Kalid
A Hybrid Approach for Detecting and Resolving Conflicts in Air Traffic Routes. IEEE Access 7 (2019)
Agnaldo Volpe Lovato, Cristiano Hora Fontes, Marcelo Embiruçu, Ricardo Kalid
A fuzzy modeling approach to optimize control and decision making in conflict management in air traffic control. Comput. Ind. Eng. 115 (2018)
Idelfonso B. R. Nogueira, Cristiano Hora Fontes, Isabel Sartori, Karen V. Pontes, Marcelo Embiruçu
A model-based approach to quality monitoring of a polymerization process without online measurement of product specifications. Comput. Ind. Eng. 106 (2017)
José Carlos M. Oliveira, Karen V. Pontes, Isabel Sartori, Marcelo Embiruçu
Fault Detection and Diagnosis in dynamic systems using Weightless Neural Networks. Expert Syst. Appl. 84 (2017)
João Francisco Barragan, Cristiano Hora Fontes, Marcelo Embiruçu
A wavelet-based clustering of multivariate time series using a Multiscale SPCA approach. Comput. Ind. Eng. 95 (2016)
C. Wakabayashi, Marcelo Embiruçu, Cristiano Hora Fontes, Ricardo Kalid
Fuzzy control of a nylon polymerization semi-batch reactor. Fuzzy Sets Syst. 160 (4) (2009)