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ORCIDMarcelo Embiruçu
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2020 – today
- 2024
[j12]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): 1221-1233 (2024)- 2021
- [j11]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: 107169 (2021) - [j10]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: 104495 (2021) - 2020
- [j9]Edmara Drigo, Jorge Laureano Moya Rodríguez, Marcelo Embiruçu, Salvador Ávila Filho:
Analysis of Operational Communication Through Structural Equation Modeling. IEEE Access 8: 121705-121723 (2020) - [j8]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: 207063-207075 (2020) - [j7]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)
2010 – 2019
- 2019
- [j6]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: 169865-169887 (2019) - 2018
- [j5]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: 167-189 (2018) - 2017
- [j4]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: 123-136 (2017) - [j3]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: 200-219 (2017) - 2016
- [j2]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: 144-155 (2016)
2000 – 2009
- 2009
- [j1]C. Wakabayashi, Marcelo Embiruçu, Cristiano Hora Fontes, Ricardo Kalid:
Fuzzy control of a nylon polymerization semi-batch reactor. Fuzzy Sets Syst. 160(4): 537-553 (2009)
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