Cristiano Hora Fontes

Publication Activity (10 Years)

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

Top Topics

Multivariate Time Series

Supervised Clustering

Top Venues

Eng. Appl. Artif. Intell.

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
Refinement of the feedforward network in multi-class classification problems using a hybrid approach combining supervised clustering and a fuzzy classifier. Eng. Appl. Artif. Intell. 115 (2022)
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)
Karine do Prado Ribeiro, Cristiano Hora Fontes, Gabriel Jesus Alves de Melo
Genetic algorithm-based fuzzy clustering applied to multivariate time series. Evol. Intell. 14 (4) (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)
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)
Cristiano Hora Fontes, Otacílio Pereira
Pattern recognition in multivariate time series - A case study applied to fault detection in a gas turbine. Eng. Appl. Artif. Intell. 49 (2016)
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)