Fuzzy control of a nylon polymerization semi-batch reactor. - C. Wakabayashi; Marcelo Embiruçu; Cristiano Hora Fontes; Ricardo Kalid (Fuzzy Sets Syst., 2009)

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)

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)

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 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)

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)

Analysis of Operational Communication Through Structural Equation Modeling. - Edmara Drigo; Jorge Laureano Moya Rodríguez; Marcelo Embiruçu; Salvador Ávila Filho (IEEE Access, 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)

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)

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)

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)

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., 2024)