Rafael de Carvalho Miranda

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 14

Top Topics

Machine Learning

Data Envelopment Analysis

Top Venues

Int. J. Prod. Res.

Expert Syst. Appl.

Eur. J. Oper. Res.

Publications

Aneirson Francisco da Silva, Rafael de Carvalho Miranda, Fernando Augusto Silva Marins, Erica Ximenes Dias
A new multiple criteria data envelopment analysis with variable return to scale: Applying bi-dimensional representation and super-efficiency analysis. Eur. J. Oper. Res. 314 (1) (2024)
João Victor Soares do Amaral, José Arnaldo Barra Montevechi, Rafael de Carvalho Miranda, Carlos Henrique dos Santos
Adaptive metamodeling simulation optimization: Insights, challenges, and perspectives. Appl. Soft Comput. 165 (2024)
Carlos Henrique dos Santos, Afonso Teberga Campos, José Arnaldo Barra Montevechi, Rafael de Carvalho Miranda, Antonio Fernando Branco Costa
Digital Twin simulation models: a validation method based on machine learning and control charts. Int. J. Prod. Res. 62 (7) (2024)
André Aoun Montevechi, Rafael de Carvalho Miranda, André Luiz Medeiros, José Arnaldo Barra Montevechi
Advancing credit risk modelling with Machine Learning: A comprehensive review of the state-of-the-art. Eng. Appl. Artif. Intell. 137 (2024)
José Arnaldo Barra Montevechi, João Victor Soares do Amaral, Rafael de Carvalho Miranda, Carlos Henrique dos Santos, Flavio Oliveira de Brito, Michael E. F. H. S. Machado
Ensemble-Based Infill Search Simulation Optimization Framework. WSC (2023)
João Victor Soares do Amaral, José Arnaldo Barra Montevechi, Rafael de Carvalho Miranda, Wilson Trigueiro de Sousa Junior
Metamodel-based simulation optimization: A systematic literature review. Simul. Model. Pract. Theory 114 (2022)
Aneirson Francisco da Silva, Fernando Augusto Silva Marins, Erica Ximenes Dias, Rafael de Carvalho Miranda
Goal programming and multiple criteria data envelopment analysis combined with optimization and Monte Carlo simulation: An application in railway components. Expert Syst. J. Knowl. Eng. 39 (2) (2022)
Carlos Henrique dos Santos, José Arnaldo Barra Montevechi, José Antonio de Queiroz, Rafael de Carvalho Miranda, Fabiano Leal
Decision support in productive processes through DES and ABS in the Digital Twin era: a systematic literature review. Int. J. Prod. Res. 60 (8) (2022)
Tábata Fernandes Pereira, José Arnaldo Barra Montevechi, Fabiano Leal, Rafael de Carvalho Miranda, Anna Paula Galvão Scheidegger
Application of a management and storage system for knowledge generated from simulation projects as a teaching and assessment tool. Simul. 97 (12) (2021)
Wilson Trigueiro de Sousa Junior, José Arnaldo Barra Montevechi, Rafael de Carvalho Miranda, Mona Liza Moura de Oliveira, Afonso Teberga Campos
Shop floor simulation optimization using machine learning to improve parallel metaheuristics. Expert Syst. Appl. 150 (2020)
Fernando Augusto Silva Marins, Aneirson Francisco da Silva, Rafael de Carvalho Miranda, José Arnaldo Barra Montevechi
A new approach using fuzzy DEA models to reduce search space and eliminate replications in simulation optimization problems. Expert Syst. Appl. 144 (2020)
Wilson Trigueiro de Sousa Junior, José Arnaldo Barra Montevechi, Rafael de Carvalho Miranda, Afonso Teberga Campos
Discrete simulation-based optimization methods for industrial engineering problems: A systematic literature review. Comput. Ind. Eng. 128 (2019)
Rafael de Carvalho Miranda, José Arnaldo Barra Montevechi, Aneirson Francisco da Silva, Fernando Augusto Silva Marins
Increasing the efficiency in integer simulation optimization: Reducing the search space through data envelopment analysis and orthogonal arrays. Eur. J. Oper. Res. 262 (2) (2017)
José Arnaldo Barra Montevechi, Rafael Florencio da Silva Costa, Alexandre Ferreira de Pinho, Rafael de Carvalho Miranda
A simulation-based approach to perform economic evaluation scenarios. J. Simulation 11 (2) (2017)
Tábata Fernandes Pereira, José Arnaldo Barra Montevechi, Rafael de Carvalho Miranda, Jonathan Daniel Friend
Integrating soft systems methodology to aid simulation conceptual modeling. Int. Trans. Oper. Res. 22 (2) (2015)
José Arnaldo Barra Montevechi, Tábata Fernandes Pereira, Carlos Eduardo Sanches da Silva, Rafael de Carvalho Miranda, Anna Paula G. Scheidegger
Identification of the main methods used in simulation projects. WSC (2015)
José Arnaldo Barra Montevechi, Fabiano Leal, Rafael de Carvalho Miranda, Tábata Fernandes Pereira
Interactive learning of modeling and discrete-events simulation through Lego® parts. WSC (2013)